2026-03-24 16:55:36_



Chrome driver started successfully (driver_id: python-1772259918) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. It seems straightforward: first, I'll call the tool with the URL. Once that’s done, I might want to confirm that the action was completed successfully. I'll keep my response brief while providing a bit of reasoning. So, I guess the plan is clear: I'll execute the tool call and then respond accordingly!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=vegetarian+lasagna",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=vegetarian+lasagna')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=vegetarian+lasagna. Opened a search results page for “vegetarian lasagna.” The UI was replaced with a full Allrecipes results layout, including a header banner with skip-to-content, site navigation, and a prominent search area. The main content now displays a “Search Results For vegetarian lasagna” section with a large list of recipe results (each entry shows title, images, and rating blocks) and pagination controls. A footer/content-info area appears with site links, social follow options, and legal/about items."
}['Easy Vegetarian Spinach Lasagna - 116 Ratings', 'Spicy Vegetarian Lasagna - 84 Ratings', 'Cheese Lasagna - 180 Ratings', 'Easy Vegetarian Red Beans Lasagna - 94 Ratings', 'Vegetarian Four Cheese Lasagna - 243 Ratings', "World's Best (Now Vegetarian!) Lasagna - 20 Ratings", "Debbie's Vegetable Lasagna - 20 Ratings", "Lisa's Lasagne - 18 Ratings", 'Cacio e Pepe Lasagna - 10 Ratings', "Kay's Spaghetti and Lasagna Sauce - 773 Ratings", 'Easy Spinach Lasagna with White Sauce - 255 Ratings', 'Pesto Polenta Lasagna - 300 Ratings', 'Roasted Butternut Squash and Spinach Lasagna - 5 Ratings', 'Simple Spinach Lasagna - 561 Ratings', 'Spinach Lasagna - 739 Ratings', 'Eggplant Lasagna - 373 Ratings', 'Spinach, Artichoke, and Carrot White Lasagna - 6 Ratings', 'Roasted Vegetable Lasagna with Pesto Cream Sauce - 1 Rating']
NOOP because the screenshot/ARIA tree lists only the ratings counts (e.g., '116 Ratings') but does not provide average star ratings for each recipe.
{
"explanation": "**Selecting and clicking link**\n\nI need to click on the Vegetarian Four Cheese Lasagna link in the ARIA tree. The item with id 479 corresponds to this link. I’ll use the ClickTool to click the element with that id. It’s straightforward since I have a tool that can click an element by id. I’ll go ahead and call functions.ClickTool with id 479 to proceed with this task.",
"performed_steps": [
{
"name": "Click on the \"Vegetarian Four Cheese Lasagna\" recipe link",
"tools": [
"ClickTool(id='479')"
]
}
]
}Error: Message: tab crashed (Session info: chrome=145.0.7632.117)
Driver python-1772259918 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772259918 Token usage statistics: - Total: 29959 tokens (28027 input, 1932 output) - Cached: 0 tokens (0 input, 0 output)
Chrome driver started successfully (driver_id: python-1772259977) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the functions provided. I’ll use the NavigateToUrlTool for this purpose. Before I proceed, maybe it’s a good idea to confirm that the navigation is set correctly. Once I have everything lined up, I’ll perform the navigation action. It's important to ensure everything is functioning smoothly. Let’s get this done efficiently!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/recipe/35173/vegetarian-four-cheese-lasagna/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/recipe/35173/vegetarian-four-cheese-lasagna/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/35173/vegetarian-four-cheese-lasagna. The user ends up on a dedicated 404 page rather than a blank or generic page. The UI now renders full site chrome: a header/banner region with skip-to-content, primary navigation, and a header search, plus a main area showing a 404 message and guidance. Key changes include a complete header/navigation structure (including a search box and menu items like DINNERS, MEALS, INGREDIENTS, etc.), a prominent 404 not-found image and heading, and a footer/contentinfo area with newsletters and social links. The page consolidates all typical site chrome (header, navigation, and footer) around the “Page Not Found” message to guide users back into the site."
}{
"explanation": "**Navigating to a URL**\n\nI need to navigate to the specified URL using the NavigateToUrlTool, which is pretty straightforward. Once I do that, I'll confirm that I've navigated successfully. It might be a good idea to think about what next steps could be relevant after the page loads; I'll keep that in mind. So, let’s go ahead and execute the tool call!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=vegetarian+lasagna&sort=re",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=vegetarian+lasagna&sort=re')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=vegetarian+lasagna&sort=re. The page transitioned from a 404 Not Found experience to a populated Allrecipes search results page. The header and navigation were retained but expanded into a full header with a visible site search, a “Visit homepage” link, and a main navigation structure, replacing the previous minimal 404 chrome. In the main content, the 404 message and image were removed and replaced with a large search results layout titled \"Search Results For\" and an active results grid of lasagna recipes. Each recipe entry includes images, a title, a Save Recipe button, and category labels, plus a prominent search box with prefilled query (vegetarian lasagna) and a Clear search option. A new pagination control labeled Search results pagination was added, and the footer/content areas were fleshed out with About Us, editorial links, and social/follow sections."
}The requested information (titles with URLs, star ratings, and review counts) is not fully present in the provided ARIA tree. While some recipe titles and a ratings count appear, there are no explicit URLs or star rating values provided in the source. Therefore, NOOP.
{
"explanation": "**Clicking on recipe link**\n\nI need to navigate to the \"Simple Spinach Lasagna\" recipe link. There’s a clickable element in the main results with that name and an ID of 903. I’ll use the ClickTool function with that specific ID to perform the action. First, I want to confirm that I'm doing this because that's how we'll get to the recipe. After I click the link, I’ll respond to confirm that the action was successful. Let’s go ahead and call the tool!",
"performed_steps": [
{
"name": "Click on the \"Simple Spinach Lasagna\" recipe link",
"tools": [
"ClickTool(id='903')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/23988/simple-spinach-lasagna/. User navigated from a generic Allrecipes search results page to a specific recipe page for Simple Spinach Lasagna. The page was heavily restructured: the previous Allrecipes header/navigation and a long list of recipe categories were removed, and the main content shifted to a detailed recipe view with title, images, metadata (ratings, reviews, photos), ingredients, directions, nutrition facts, and user reviews. Key content changes include replacing the broad search/results chrome with an in-page recipe layout, adding a prominent You’ll Also Love section with related recipes, and expanding interactive controls (Save, Rate, Print, Share, I Made It) along with a full nutrition table and a rich review area. The previous search box and homepage links were removed, and pagination for search results was eliminated."
}['Simple Spinach Lasagna', 4.6, '561 Ratings', '407 REVIEWS', 8]
['1 tablespoon extra virgin olive oil', '2 (10 ounce) packages frozen chopped spinach, thawed and squeezed dry', '½ medium onion, chopped', '2 cloves garlic, crushed', '½ teaspoon dried oregano', '½ teaspoon dried basil', '1 (32 ounce) jar spaghetti sauce', '1 ½ cups water', '2 cups non-fat cottage cheese', '1 (8 ounce) package part skim mozzarella cheese, shredded', '½ cup chopped fresh parsley', '¼ cup grated Parmesan cheese', '1 large egg', '1 teaspoon salt', '⅛ teaspoon black pepper', '12uncooked lasagna noodles']
['Step 1: Preheat the oven to 350 degrees F (175 degrees C).', 'Step 2: Heat oil in a large pot over medium heat. Add spinach, onion, garlic, oregano, and basil; sauté until onion has softened, 3 to 5 minutes. Pour in spaghetti sauce and water; simmer for 20 minutes.', 'Step 3: Meanwhile, mix cottage cheese, mozzarella, parsley, Parmesan, egg, salt, and pepper together in a bowl until well combined.', 'Step 4: Remove sauce from the heat; spoon a small amount into the bottom of a 9x13-inch baking pan. Place four uncooked noodles on top of sauce, then top with 1/3 of the remaining sauce. Layer with four more noodles, 1/2 of the remaining sauce, and 1/2 of the cheese mixture. Repeat layers once more with remaining noodles, sauce, and cheese mixture. Cover with foil.', 'Step 5: Bake in the preheated oven for 55 minutes. Remove the foil and bake for 15 more minutes. Let sit for 10 minutes before serving.']
['20 mins', '1 hr 35 mins', '2 hrs 5 mins']
Driver python-1772259977 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772259977 Token usage statistics: - Total: 88624 tokens (85548 input, 3076 output) - Cached: 0 tokens (0 input, 0 output)




Chrome driver started successfully (driver_id: python-1772260100) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. The diff shows a dramatic expansion from a minimal, empty root to a full homepage layout. The after-state introduces a complete page structure with a named root, a header region (logo, skip link, navigation menus, search), a large main content area with multiple content blocks (featured stats, latest, trending, curated recipe cards, and “Meatless/Seasonal” sections), and a footer/contentinfo with social links and legal/about items. In terms of content changes, the page now exposes interactive elements and labels for navigation (DInners, MEALS, INGREDIENTS, etc.), search controls, and numerous recipe cards with Save/View actions, user testimonials, and contributor profiles. There are also expanded footer and “Follow Us” sections, plus accessibility-friendly labels like “Skip to content” and clearly labeled lists and links throughout."
}Error: Message: element not interactable (Session info: chrome=145.0.7632.117); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x0000000104a756b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x0000000104a6da50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x000000010454a370 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74924 3 chromedriver 0x000000010458b528 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 341604 4 chromedriver 0x000000010458925c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332696 5 chromedriver 0x00000001045d2620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 6 chromedriver 0x0000000104587b9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 7 chromedriver 0x0000000104a34680 cxxbridge1$str$ptr + 2861308 8 chromedriver 0x0000000104a37dd4 cxxbridge1$str$ptr + 2875472 9 chromedriver 0x0000000104a19a7c cxxbridge1$str$ptr + 2751736 10 chromedriver 0x0000000104a38658 cxxbridge1$str$ptr + 2877652 11 chromedriver 0x0000000104a09ffc cxxbridge1$str$ptr + 2687608 12 chromedriver 0x0000000104a5cd78 cxxbridge1$str$ptr + 3026932 13 chromedriver 0x0000000104a5cef4 cxxbridge1$str$ptr + 3027312 14 chromedriver 0x0000000104a6d6a8 cxxbridge1$str$ptr + 3094820 15 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 16 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
Error: Message: move target out of bounds (Session info: chrome=145.0.7632.117) Stacktrace: 0 chromedriver 0x0000000104a756b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x0000000104a6da50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x000000010454a370 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74924 3 chromedriver 0x00000001045da410 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 664908 4 chromedriver 0x00000001045d2620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 5 chromedriver 0x0000000104587b9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 6 chromedriver 0x0000000104a34680 cxxbridge1$str$ptr + 2861308 7 chromedriver 0x0000000104a37dd4 cxxbridge1$str$ptr + 2875472 8 chromedriver 0x0000000104a19a7c cxxbridge1$str$ptr + 2751736 9 chromedriver 0x0000000104a38658 cxxbridge1$str$ptr + 2877652 10 chromedriver 0x0000000104a09ffc cxxbridge1$str$ptr + 2687608 11 chromedriver 0x0000000104a5cd78 cxxbridge1$str$ptr + 3026932 12 chromedriver 0x0000000104a5cef4 cxxbridge1$str$ptr + 3027312 13 chromedriver 0x0000000104a6d6a8 cxxbridge1$str$ptr + 3094820 14 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 15 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "**Navigating to a URL**\n\nI need to use a tool to navigate to a given URL. I’ll call the appropriate function to access the URL and then confirm that I’ve done it. There’s no need for complicated reasoning here; it’s a straightforward action. I’ll ensure everything works smoothly for the user and provide a clear response once the navigation is complete. This task seems pretty simple!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=vegetarian+lasagna+zucchini",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=vegetarian+lasagna+zucchini')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=vegetarian+lasagna+zucchini. A major redesign now centers around a search results experience for a specific query, replacing the old homepage chrome. The header and navigation were reorganized to include a prominent search box with a prefilled query (vegetarian lasagna zucchini), plus a streamlined menu of sections (Dinners, Meals, Ingredients, etc.) and a “Get the Magazine” link. The content area now displays a dedicated search results list for vegetarian lasagna recipes, with individual recipe cards (e.g., Debbie's Vegetable Lasagna, Lisa's Lasagne) that include images, save actions, and rating counts. A pagination control was added to navigate multiple result pages, and the footer/content-info region was expanded to include newsletters, Follow Us links, and standard policy/about links, replacing much of the previous long-form homepage content. Overall, the UI shifts from a broad editorial homepage to a focused search-driven results layout with accompanying navigation and footer elements."
}["Debbie's Vegetable Lasagna - 20 Ratings", "Lisa's Lasagne - 18 Ratings", 'Roasted Vegetable Lasagna with Pesto Cream Sauce - 1 Rating', 'Meatless Monday Lasagna - 2 Ratings', 'Zucchini Casserole with Mint and Parsley - 1 Rating', "Michelle's Vegan Lasagna - 6 Ratings"]
NOOP
{
"explanation": "",
"performed_steps": [
{
"name": "Click on \"Debbie's Vegetable Lasagna\" recipe",
"tools": [
"ClickTool(id='306')"
]
}
]
}Error: Message: tab crashed (Session info: chrome=145.0.7632.117)
Driver python-1772260100 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772260100 Token usage statistics: - Total: 108615 tokens (105564 input, 3051 output) - Cached: 16725 tokens (16501 input, 224 output)
Chrome driver started successfully (driver_id: python-1772260202) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating the URL**\n\nI need to get to the specified URL using the NavigateToUrlTool. I’ll make one clean tool call with the provided URL and then check to ensure it loaded correctly. After that, I can provide a brief response about what I found or anything relevant. It seems straightforward, so I won’t complicate it by trying to do multiple things at once. Let’s get right to it!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=vegetarian+lasagna+zucchini",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=vegetarian+lasagna+zucchini')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=vegetarian+lasagna+zucchini. Navigated to a dedicated search results page for vegetarian lasagna. The UI now presents a full header with a global navigation and a persistent search bar, plus a prominent Skip to Content link. Content-wise, the page shows a rich results listing for vegetarian lasagna recipes with multiple recipe entries (each showing title, images, and Save Recipe actions), a Clear search control, and a pagination control at the bottom. The layout adds a header/navigation region, a main content area displaying the recipe results, and a footer with typical site links and social/follow sections."
}["Debbie's Vegetable Lasagna: 20 Ratings", "Lisa's Lasagne: 18 Ratings", 'Roasted Vegetable Lasagna with Pesto Cream Sauce: 1 Rating', 'Zucchini Casserole with Mint and Parsley: 1 Rating', "Michelle's Vegan Lasagna: 6 Ratings", '19 Zucchini Main Dish Recipes to Make for Dinner: 1 Rating']
{
"explanation": "",
"performed_steps": [
{
"name": "Click on \"Debbie's Vegetable Lasagna\" recipe link",
"tools": [
"ClickTool(id='306')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/236878/debbies-vegetable-lasagna/. The UI navigated from a search results listing to a specific recipe page for Debbie's Vegetable Lasagna. The page formerly labeled Allrecipes results is renamed and set as a focused recipe view, and the header/navigation chrome around the search has been pared back. Key content changes include replacing the result list with a full article layout that features the recipe title, image gallery, meta (rating, reviews, photos), an ingredients section with adjustable servings, step-by-step directions, nutrition facts, and a large Reviews area. A new “You’ll Also Love” grid of related vegetarian lasagna recipes is introduced, replacing much of the prior site-wide navigation and a simplified search box present in the header."
}["Debbie's Vegetable Lasagna", 4.7, '9lasagna noodles', '¼ cup margarine', '¼ cup all-purpose flour', '½ teaspoon salt', '¼ teaspoon ground black pepper', '1 cup milk', '½ cup vegetable broth, or as needed', '2 tablespoons white wine', '½ cup grated Parmesan cheese', '1 cup light ricotta cheese', '1egg', '1egg white', '1 tablespoon olive oil', '2 cups coarsely shredded carrots', '2 cups coarsely chopped zucchini', '1 (10 ounce) package frozen chopped spinach, thawed and drained', '1 cup shredded mozzarella cheese']
Driver python-1772260202 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772260202 Token usage statistics: - Total: 30930 tokens (28133 input, 2797 output) - Cached: 0 tokens (0 input, 0 output)








Chrome driver started successfully (driver_id: python-1772260284) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. First, I'll provide the URL, then confirm the action. There's no need for any parallel processing here. It's a straightforward task, so I’ll just focus on executing it and then responding with a brief confirmation once it’s done. Keeping it simple will help avoid any unnecessary complications! Let's go ahead and do this.",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. The page structure was expanded from a single empty root to a full, richly labeled homepage accessibility tree. The after snapshot introduces a complete header with a skip-to-content link, a global navigation, a main article area with multiple content regions (Latest, Trending Now, Seasonal Picks, Our People, etc.), and a footer/contentinfo with social links and policy items. Key interactive elements are now exposed at the top (search textbox and search button, Newsletters button), in the header navigation (DINNERS, MEALS, INGREDIENTS, etc.), and throughout content sections (Save Recipe buttons, View Recipe links, and various category links). The overall result is a much more navigable accessibility tree that readers can jump through, with clearer labeling for major sections like Header, Main, and Footer."
}{
"explanation": "**Searching for vegetarian lasagna**\n\nI need to search for \"vegetarian lasagna\" using the correct search box. I have two options: the textbox with ID 1140 or the header search with ID 71. It seems that 1140 is more likely since it’s within the section \"What would you like to cook?\" I will type \"vegetarian lasagna\" into the textbox with ID 1140 and then click the associated search button with ID 1143. I’ll follow a sequential approach: type first, then click! **Executing search actions**\n\nI have the ClickTool available, which allows me to click on elements by ID. My plan is to type \"vegetarian lasagna\" into the textbox with ID 1140 and then click the button with ID 1143. Since these actions are sequentially dependent, it makes more sense to do the typing first and then the clicking. I’ll perform two tool calls: using the TypeTool first, followed by the ClickTool. Let’s get started!",
"performed_steps": [
{
"name": "Search for \"vegetarian lasagna\" using the search box",
"tools": [
"TypeTool(id='1140', text='vegetarian lasagna')"
]
}
],
"changes": "URL did not change. A visible action changed from a flat header to a more compact, accessible header with a dedicated main menu button. A new \"Main menu for Allrecipes\" button with an image was added near the skip-to-content link. Several navigation items were removed or collapsed: the large header navigation (DINNERS, MEALS, INGREDIENTS, OCCASIONS, etc.) was taken out, and the \"Newsletters\" and \"Sweepstakes\" items disappeared, while the \"Go to MyRecipes\" link was shortened/renamed to \"My Saves\" and now includes an inline image. In the search area, the site’s search textbox now shows a focused state with the placeholder filled by a sample query (\"vegetarian lasagna\"), indicating a prefilled search term, alongside the existing search button with its icon."
}{
"explanation": "",
"performed_steps": [
{
"name": "Click the search button to submit the search",
"tools": [
"ClickTool(id='1201')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=vegetarian+lasagna. A page-wide navigation and content restructuring occurred, shifting from a broad Allrecipes homepage to a search-results focused layout for vegetarian lasagna. The header banner and extensive navigation were pared back and reorganized, and a dedicated search area and results section are now prominent in the main content. Key content changes include a visible search box prefilled with \"vegetarian lasagna\" in the header and main results, a new results list of lasagna recipes with ratings and Save Recipe actions, and a pagination control displayed beneath the results. The footer-area content was reorganized into a more explicit contentinfo section featuring homepage link, newsletters, social links, and standard policy/navigation items."
}['Easy Vegetarian Spinach Lasagna|263', 'Spicy Vegetarian Lasagna|293', 'Cheese Lasagna|323', 'Easy Vegetarian Red Beans Lasagna|383', 'Vegetarian Four Cheese Lasagna|413', "World's Best (Now Vegetarian!) Lasagna|443", 'Vegetarian Lasagna|473', 'Lasagna|514', 'Quick and Easy Vegetarian Recipes|525', "Debbie's Vegetable Lasagna|536", "Lisa's Lasagne|566", 'Cacio e Pepe Lasagna|596', "Kay's Spaghetti and Lasagna Sauce|626", 'Easy Spinach Lasagna with White Sauce|656', 'Pesto Polenta Lasagna|686', 'Roasted Butternut Squash and Spinach Lasagna|716', 'Roasted Butternut Squash and Spinach Lasagna|746', 'Simple Spinach Lasagna|776', 'Roasted Vegetable Lasagna with Pesto Cream Sauce|806', 'Eggplant Lasagna|836', 'Spinach Lasagna|866', 'Spinach, Artichoke, and Carrot White Lasagna|896']
{
"explanation": "**Planning lasagna link click**\n\nI need to click on the “Easy Vegetarian Spinach Lasagna” link, which has an ID of 306 and is focusable. I'll plan to use the ClickTool function with this ID. Before the call, it’s a good idea to describe the plan briefly for clarity. Since it’s just one tool that I need, I won’t worry about paralleling anything. Once I click, I’ll confirm the action afterward. Let’s do this!",
"performed_steps": [
{
"name": "Click on \"Easy Vegetarian Spinach Lasagna\" recipe link",
"tools": [
"ClickTool(id='306')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/229764/easy-vegetarian-spinach-lasagna/. Navigated from a generic Allrecipes results view to a specific recipe page for Easy Vegetarian Spinach Lasagna. The page now centers on a detailed recipe layout with images, ratings (4.6, 116 reviews), description, ingredients, directions, nutrition facts, and user actions (Save, Rate, Print, Share, I Made It). Content changes also include a major restructuring of the header/navigation area (much of the old Allrecipes header, menus, and search controls were removed) and a new You’ll Also Love section featuring a curated set of related lasagna recipes with updated titles, images, and rating counts. The search box was trimmed down (the default text inside the Search the site textbox removed), and the main results area was converted from a \"Search Results For\" header into a dedicated article containing the recipe content."
}['20 mins', '1 hr', '1 hr 25 mins', 305, 6]
['Name: Easy Vegetarian Spinach Lasagna\nDescription: Satisfying layers of stretchy melted mozzarella, creamy ricotta, and spinach combine with sauce-coated lasagna noodles for the ultimate comfort food.\nIngredients: cooking spray', 'salt and ground black pepper to taste', '1 bunch fresh spinach', '9 lasagna noodles', '1 (8 ounce) container ricotta cheese', '1 cup shredded mozzarella cheese, divided', '1 large egg, lightly beaten', '1 pinch ground nutmeg', '1 pinch dried basil', '1 cup pasta sauce', '¼ cup grated Parmesan cheese\nURL: https://www.allrecipes.com/recipe/229764/easy-vegetarian-spinach-lasagna/']
Driver python-1772260284 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772260284 Token usage statistics: - Total: 102116 tokens (98034 input, 4082 output) - Cached: 0 tokens (0 input, 0 output)






Chrome driver started successfully (driver_id: python-1772260417) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. A large portion of the UI was expanded from a minimal root into a full homepage layout. The page now presents a complete Allrecipes header with skip-to-content, top navigation (DINNERS, MEALS, INGREDIENTS, etc.), a prominent search area, and a dense multi-section body. Key changes include: multiple content sections such as Trending Now, Popular Searches, Home/Our People/Contributors, and seasonal or category cards with images and Save Recipe actions; a comprehensive footer with standard links and a privacy/settings control; and a dedicated contentinfo region with social links and legal links. In short, the UI evolved from a single root to a feature-rich, navigable homepage structure with many interactive elements. Note: the diff ends with extra RootWebArea nodes, which appear as stray/additional placeholders beyond the main content."
}Error: Message: element not interactable (Session info: chrome=145.0.7632.117); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x0000000104e816b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x0000000104e79a50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x0000000104956370 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74924 3 chromedriver 0x0000000104997528 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 341604 4 chromedriver 0x000000010499525c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332696 5 chromedriver 0x00000001049de620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 6 chromedriver 0x0000000104993b9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 7 chromedriver 0x0000000104e40680 cxxbridge1$str$ptr + 2861308 8 chromedriver 0x0000000104e43dd4 cxxbridge1$str$ptr + 2875472 9 chromedriver 0x0000000104e25a7c cxxbridge1$str$ptr + 2751736 10 chromedriver 0x0000000104e44658 cxxbridge1$str$ptr + 2877652 11 chromedriver 0x0000000104e15ffc cxxbridge1$str$ptr + 2687608 12 chromedriver 0x0000000104e68d78 cxxbridge1$str$ptr + 3026932 13 chromedriver 0x0000000104e68ef4 cxxbridge1$str$ptr + 3027312 14 chromedriver 0x0000000104e796a8 cxxbridge1$str$ptr + 3094820 15 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 16 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "**Navigating to a URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. Once I do that, I’ll respond with the results, checking if any further interaction is needed. It's straightforward: I'll call the tool, provide the URL, and then confirm everything is set. Should I switch tabs afterward? No, just navigating will suffice for now. I’m ready to perform this task!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=baked+salmon",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=baked+salmon')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=baked+salmon. You navigated from the Allrecipes homepage to a Search Results page for a specific query, focused on baked salmon. The UI now shows a dedicated results view with a prominent header and a list of baked salmon recipes, replacing the broad homepage layout. Key content changes include: a top header/navigation area with a search box prefilled with \"baked salmon\" and a Clear search button; a grid/list of recipe results (e.g., Baked Salmon Fillets Dijon, Baked Dijon Salmon, etc.) each with images, ratings, and a Save Recipe action; and a new pagination control at the bottom of the results. The footer area was reintroduced as a separate contentinfo section containing standard site links."
}['Baked Salmon Fillets Dijon', '1,588 Ratings<Baked Dijon Salmon>3,735 Ratings<Parchement? Wait>']
{
"explanation": "**Clicking on the salmon link**\n\nI need to click on the \"Baked Salmon Fillets Dijon\" link found in the ARIA tree. It's under the main content area and has an ID of 306. So, logically, I should use the ClickTool function with that ID. There's no need for any multi-tool usage here; it seems straightforward to just click that specific element. I'm ready to perform that tool call and gather the information I need from it!",
"performed_steps": [
{
"name": "Click on the \"Baked Salmon Fillets Dijon\" recipe link",
"tools": [
"ClickTool(id='306')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/22538/baked-salmon-fillets-dijon/. Navigated from a generic search results view to a specific Baked Salmon recipe page. The page title changed to “Baked Salmon Fillets Dijon Recipe” and the listing is now marked as focused, signaling the user is on the recipe detail. Key content shifts show the previous search/navigation chrome being replaced with a full recipe experience: a prominent heading for the recipe, images, rating and review counts, detailed ingredients and directions, nutrition facts, and interactive controls (Save, Rate, Print, Share) along with a robust reviews section. The layout also expands to include a “You’ll Also Love” section featuring numerous related salmon recipes, while the old search results pagination was removed."
}['Baked Salmon Fillets Dijon', 4.6, '25 mins', '1,133']
['Description: Learn how long to bake salmon at 400 degrees F with this easy recipe for delicious salmon fillets coated with Dijon-style mustard and seasoned bread crumbs drizzled with butter.', 'Ingredients: 4 (4 ounce) fillets salmon', '3 tablespoons prepared Dijon-style mustard', 'salt and ground black pepper to taste', '¼ cup Italian-style dry bread crumbs', '¼ cup butter, melted', 'Prep Time: 10 mins', 'Cook Time: 15 mins', 'Total Time: 25 mins']
Driver python-1772260417 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772260417 Token usage statistics: - Total: 103263 tokens (99737 input, 3526 output) - Cached: 0 tokens (0 input, 0 output)







Chrome driver started successfully (driver_id: python-1772260554) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. Navigated from a blank/root shell to a full Allrecipes homepage layout. The UI now exposes a complete site scaffold with header navigation, a prominent skip-to-content, and a long navigation/banner region before the main content. Key visible changes include a comprehensive header with menus (DINNERS, MEALS, INGREDIENTS, etc.), a search UI, and multiple content sections (Trending Now, Popular/Think Spring, Comfort Foods, Seasonal Picks, and a large \"Our People\" area). The main area now showcases numerous recipe cards with images, titles, ratings, save buttons, and callouts like “View Recipe,” plus a footer/contentinfo with additional links and social follow sections."
}Error: Message: element not interactable (Session info: chrome=145.0.7632.117); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x0000000102cc96b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x0000000102cc1a50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x000000010279e370 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74924 3 chromedriver 0x00000001027df528 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 341604 4 chromedriver 0x00000001027dd25c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332696 5 chromedriver 0x0000000102826620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 6 chromedriver 0x00000001027dbb9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 7 chromedriver 0x0000000102c88680 cxxbridge1$str$ptr + 2861308 8 chromedriver 0x0000000102c8bdd4 cxxbridge1$str$ptr + 2875472 9 chromedriver 0x0000000102c6da7c cxxbridge1$str$ptr + 2751736 10 chromedriver 0x0000000102c8c658 cxxbridge1$str$ptr + 2877652 11 chromedriver 0x0000000102c5dffc cxxbridge1$str$ptr + 2687608 12 chromedriver 0x0000000102cb0d78 cxxbridge1$str$ptr + 3026932 13 chromedriver 0x0000000102cb0ef4 cxxbridge1$str$ptr + 3027312 14 chromedriver 0x0000000102cc16a8 cxxbridge1$str$ptr + 3094820 15 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 16 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "**Navigating to URL**\n\nI need to use the NavigateToUrlTool with the provided URL. Then, I'll just respond with confirmation—no extra actions needed. I’m wondering whether to use multi_tool_use.parallel, but it doesn't seem necessary since I can just make a single call with the NavigateToUrlTool. So, I’ll keep it straightforward and provide the URL, then proceed! It feels good to have a clear plan here.",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=pasta+sauce",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=pasta+sauce')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=pasta+sauce. The UI was updated to show a dedicated search results experience after performing a query on Allrecipes. The page now centers around a header with a persistent search box, a main “Search Results For” area, and a grid/list of recipe results, replacing the previous dense homepage chrome. Key changes include: the homepage navigation/content was replaced with a results-focused layout that presents multiple pasta sauce recipes (each with image, tags like VEGETARIAN/MEAT SAUCE, and a Save Recipe button), a pagination control for navigating results, and a prominent search box populated with the current query. The footer area was expanded to include sections like About Us, Editorial Process, Privacy Policy, and other utility links, plus a “Follow Us” social block, creating a more complete site footer. Overall, the interface shifts from a broad homepage to a structured results page with clear actions and navigation."
}['Quick Pasta Sauce — 129 Ratings', 'No-Tomato Pasta Sauce — 96 Ratings', "World's Best Pasta Sauce! — 1,102 Ratings", 'Pasta Sauce with Italian Sausage — 160 Ratings', 'Lemon Pasta Sauce — 208 Ratings', 'Tomato and Basil Pasta Sauce — 108 Ratings', 'Homemade Tomato Basil Pasta Sauce — 122 Ratings', 'Cherry Tomato Pasta Sauce — 98 Ratings', 'Cheesy Butternut Squash Pasta Sauce — 96 Ratings', 'Pasta with Tuna Sauce — 166 Ratings', 'Pasta/Pizza Sauce — 132 Ratings', 'Gorgonzola Pasta Sauce — 82 Ratings', 'Pasta Primavera Sauce — 120 Ratings', 'Sicilian Lentil Pasta Sauce — 105 Ratings', 'Tomato Chicken Parmesan — 2,309 Ratings', 'Pepperoni Casserole — 162 Ratings', 'Easy Vegetarian Spinach Lasagna — 116 Ratings', 'Crunchy Eggplant Parmesan — 202 Ratings', 'Fra Diavolo Sauce With Pasta — 713 Ratings', 'Rice Balls a la Tim — 298 Ratings', 'Tomato Cream Sauce — 1,756 Ratings', "Bryan's Sweet and Hot Tomato Pasta Sauce — 80 Ratings", 'Bats and Cobwebs — 185 Ratings', 'Awesome Eggplant Rollatine — 159 Ratings']
{
"explanation": "",
"performed_steps": [
{
"name": "Click on the \"World's Best Pasta Sauce!\" recipe link",
"tools": [
"ClickTool(id='375')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/130358/worlds-best-pasta-sauce/. User navigated from a generic search results view to opening a specific recipe page for World's Best Pasta Sauce!. The after-state replaces the results list with a full recipe article that includes title, images, rating/review blocks, ingredients and directions, nutrition facts, and interactive controls (Save Recipe, Rate, Print, Share, I Made It), plus a large community review section. The header navigation and search UI from the prior page are largely removed or streamlined, and a “You’ll Also Love” section with related recipes appears alongside the main content."
}[4.8, '(1,102)']
['1 pound sweet Italian sausage, sliced', '¾ pound lean ground beef', '½ cup minced onion', '2 cloves garlic, crushed', '1 (28 ounce) can crushed tomatoes', '2 (6.5 ounce) cans tomato sauce', '2 (6 ounce) cans tomato paste', '½ cup water', '2 tablespoons white sugar', '1 ½ teaspoons dried basil', '1 teaspoon Italian seasoning', '½ teaspoon fennel seed', '½ teaspoon salt', '¼ teaspoon ground black pepper']
Driver python-1772260554 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772260554 Token usage statistics: - Total: 106509 tokens (102772 input, 3737 output) - Cached: 16760 tokens (16530 input, 230 output)






Chrome driver started successfully (driver_id: python-1772380142) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL, so I'll use the tool for that. I’ll confirm the action, ensuring everything is set up properly before proceeding. This is a straightforward task, so I only need to use one tool for the navigation. Let's move forward with the tool call and make sure it works as expected!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. The page was expanded from a bare focused root to a full, content-rich Allrecipes homepage structure. The new tree introduces a named RootWebArea with a complete banner, header navigation, main content (including featured sections, trending lists, and user/account areas), and a comprehensive contentinfo footer with social links and policy items. Key changes include a prominent skip-to-content link, a dedicated search UI in the header and in the main “What would you like to cook?” area, and numerous interactive elements (buttons and links) for sections like DINNERS, MEALS, INGREDIENTS, plus various content cards with Save Recipe actions. The accessibility tree now exposes primary landmarks (Header, Main, Footer, ContentInfo) and rich, labeled interactive elements to improve navigation for screen readers."
}Error: Message: element not interactable (Session info: chrome=145.0.7632.117); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x0000000100ba16b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x0000000100b99a50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x0000000100676370 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74924 3 chromedriver 0x00000001006b7528 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 341604 4 chromedriver 0x00000001006b525c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332696 5 chromedriver 0x00000001006fe620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 6 chromedriver 0x00000001006b3b9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 7 chromedriver 0x0000000100b60680 cxxbridge1$str$ptr + 2861308 8 chromedriver 0x0000000100b63dd4 cxxbridge1$str$ptr + 2875472 9 chromedriver 0x0000000100b45a7c cxxbridge1$str$ptr + 2751736 10 chromedriver 0x0000000100b64658 cxxbridge1$str$ptr + 2877652 11 chromedriver 0x0000000100b35ffc cxxbridge1$str$ptr + 2687608 12 chromedriver 0x0000000100b88d78 cxxbridge1$str$ptr + 3026932 13 chromedriver 0x0000000100b88ef4 cxxbridge1$str$ptr + 3027312 14 chromedriver 0x0000000100b996a8 cxxbridge1$str$ptr + 3094820 15 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 16 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
Error: Message: move target out of bounds (Session info: chrome=145.0.7632.117) Stacktrace: 0 chromedriver 0x0000000100ba16b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x0000000100b99a50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x0000000100676370 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74924 3 chromedriver 0x0000000100706410 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 664908 4 chromedriver 0x00000001006fe620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 5 chromedriver 0x00000001006b3b9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 6 chromedriver 0x0000000100b60680 cxxbridge1$str$ptr + 2861308 7 chromedriver 0x0000000100b63dd4 cxxbridge1$str$ptr + 2875472 8 chromedriver 0x0000000100b45a7c cxxbridge1$str$ptr + 2751736 9 chromedriver 0x0000000100b64658 cxxbridge1$str$ptr + 2877652 10 chromedriver 0x0000000100b35ffc cxxbridge1$str$ptr + 2687608 11 chromedriver 0x0000000100b88d78 cxxbridge1$str$ptr + 3026932 12 chromedriver 0x0000000100b88ef4 cxxbridge1$str$ptr + 3027312 13 chromedriver 0x0000000100b996a8 cxxbridge1$str$ptr + 3094820 14 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 15 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "**Navigating to URL**\n\nI need to use the NavigateToUrlTool with the specified URL. The plan is to call this function directly and confirm once I've done it. There's no need for multi-tool use here; a single tool call will suffice. I’ll focus on getting this right and then follow up with a confirmation for the user. Alright, let’s proceed with the tool call!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=vegetarian+lasagna",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=vegetarian+lasagna')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=vegetarian+lasagna. The UI now navigated from a generic homepage to a dedicated search results page for the vegetarian lasagna query. The layout was restructured to show a prominent “Search Results For” heading and a results grid/list of lasagna recipes with images, ratings, and Save Recipe actions. Key content changes include an expanded header with a live search box, a clear list of lasagna recipe results (Easy/Spicy/Cheese Lasagna variants and many more), and pagination controls for navigating multiple pages of results. The footer and follow-us sections remain, but the overall focus is on the search results and individual recipe items."
}['Easy Vegetarian Spinach Lasagna — 116 Ratings', 'Spicy Vegetarian Lasagna — 84 Ratings', 'Cheese Lasagna — 180 Ratings', 'Easy Vegetarian Red Beans Lasagna — 94 Ratings', 'Vegetarian Four Cheese Lasagna — 243 Ratings', "World's Best (Now Vegetarian!) Lasagna — 20 Ratings", 'Vegetarian Mexican Lasagna — 22 Ratings', 'Easy Spinach Lasagna with White Sauce — 256 Ratings', 'Roasted Butternut Squash and Spinach Lasagna — 5 Ratings', 'Simple Spinach Lasagna — 561 Ratings', 'Roasted Vegetable Lasagna with Pesto Cream Sauce — 1 Rating', 'Eggplant Lasagna — 373 Ratings', 'Spinach Lasagna — 739 Ratings', 'Spinach, Artichoke, and Carrot White Lasagna — 6 Ratings']
{
"explanation": "**Executing click action**\n\nI need to click the Spinach Lasagna link, which has the ID 1007 in our ARIA tree. It’s focusable, and I think it’s straightforward to proceed with the click. I could check if it’s visible first, but it feels efficient to just go ahead and click. I’ll call functions.ClickTool with that ID and provide a brief explanation for the action before executing it. Let’s get this done!",
"performed_steps": [
{
"name": "Click on the \"Spinach Lasagna\" recipe link",
"tools": [
"ClickTool(id='1007')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/22729/spinach-lasagna-iii/. User navigated from a general Allrecipes results view to a specific Spinach Lasagna Recipe page. The new page is a full recipe article with images, title, ratings, description, and sections for prep times, ingredients, directions, nutrition facts, and community reviews, plus interactive controls like Save, Rate, Print, and Share. In addition, the layout adds a “You’ll Also Love” recommendations section with multiple related recipes and removes much of the previous header/navigation clutter (search box, header menu, and search results pagination), delivering a more content-forward recipe experience. Ratings and media were expanded across many related recipes, and imagery was enriched with descriptive labels for several dish images."
}['Spinach Lasagna', 4.7, '(739) 500 REVIEWS', 'A spinach lasagna recipe made with fresh spinach and plenty of cheese — ricotta, Romano, and mozzarella. This cheesy, hearty lasagna can also be made without the spinach.', '15lasagna noodles', '2 tablespoons olive oil', '1 cup chopped fresh mushrooms', '1 cup chopped onions', '1 tablespoon minced garlic', '2 cups fresh spinach', '3 cups ricotta cheese', '⅔ cup grated Romano cheese', '1egg', '1 teaspoon salt', '1 teaspoon dried oregano', '1 teaspoon dried basil leaves', '½ teaspoon ground black pepper', '3 cups shredded mozzarella cheese', '3 cups tomato pasta sauce', '1 cup grated Parmesan cheese']
Driver python-1772380142 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772380142 Token usage statistics: - Total: 123318 tokens (119580 input, 3738 output) - Cached: 17124 tokens (16778 input, 346 output)


Chrome driver started successfully (driver_id: python-1772298565) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. The diff shows a full page load where the RootWebArea was expanded from a single, focused root to a complete Allrecipes homepage structure. The page now includes a banner with skip-to-content, a header navigation with many top-level sections (DINNERS, MEALS, INGREDIENTS, OCCASIONS, CUISINES, KITCHEN TIPS, NEWS, FEATURES, VIDEO) and a header menu, a search area, and a prominent hero/main content region. Content changes emphasize a rich, content-heavy homepage: multiple sections like Latest, Trending Now, Popular Searches, Home Cook community content, and a large grid of recipe cards with images, save/search controls, and ratings. The layout also adds a footer/contentinfo area with social links, policy/about links, and accessibility elements like a “Visit homepage” link and a clear newsletter CTA. A minor structural note is the addition of several extra RootWebArea markers at the end."
}Error: Message: element not interactable (Session info: chrome=145.0.7632.117); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x00000001025b96b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x00000001025b1a50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x000000010208e370 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74924 3 chromedriver 0x00000001020cf528 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 341604 4 chromedriver 0x00000001020cd25c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332696 5 chromedriver 0x0000000102116620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 6 chromedriver 0x00000001020cbb9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 7 chromedriver 0x0000000102578680 cxxbridge1$str$ptr + 2861308 8 chromedriver 0x000000010257bdd4 cxxbridge1$str$ptr + 2875472 9 chromedriver 0x000000010255da7c cxxbridge1$str$ptr + 2751736 10 chromedriver 0x000000010257c658 cxxbridge1$str$ptr + 2877652 11 chromedriver 0x000000010254dffc cxxbridge1$str$ptr + 2687608 12 chromedriver 0x00000001025a0d78 cxxbridge1$str$ptr + 3026932 13 chromedriver 0x00000001025a0ef4 cxxbridge1$str$ptr + 3027312 14 chromedriver 0x00000001025b16a8 cxxbridge1$str$ptr + 3094820 15 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 16 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "**Navigating to the URL**\n\nI need to get to the specified URL using the NavigateToUrlTool. It’s a straightforward process, so I’ll keep things simple and just focus on that single tool call. I’ll confirm that once I’ve navigated there, that should be all I need to do, no extra steps or reasoning necessary. So, I'll go ahead and call the tool to make it happen!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=chocolate+chip+cookies",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=chocolate+chip+cookies')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=chocolate+chip+cookies. You navigated from the Allrecipes homepage to a dedicated search results page for [chocolate chip cookies]. The UI now centers a header with a persistent search bar and a full navigation list, replacing the previous generic header/menu structure. The content area was replaced with a list of recipe results (multiple cookie recipes with images, ratings, and Save Recipe actions) and a page-level search box showing the current query. There is also a new search results pagination control. The footer area was retained but updated with typical links (About Us, Get the Magazine, Follow Us) instead of the former broad contentSections."
}{
"explanation": "**Executing cookie recipe search**\n\nI need to click on the first chocolate chip cookie recipe that shows up in the search results. From the ARIA tree, I see that the first item is \"Best Chocolate Chip Cookies\" which is under link id 263. It’s focusable, so I'll proceed to use the ClickTool with this id. Let’s go ahead and perform the tool call to access the recipe!",
"performed_steps": [
{
"name": "Click on the first chocolate chip cookie recipe in the search results",
"tools": [
"ClickTool(id='263')"
]
}
]
}Error: Message: tab crashed (Session info: chrome=145.0.7632.117)
Driver python-1772298565 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772298565 Token usage statistics: - Total: 61460 tokens (60690 input, 770 output) - Cached: 0 tokens (0 input, 0 output)
Chrome driver started successfully (driver_id: python-1772298622) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. I’ll provide the URL and then confirm the action. It seems straightforward: just perform the navigation and follow up with a confirmation. I wonder if I should consider using multi_tool_use here, but it looks like calling functions.NavigateToUrlTool directly is sufficient. So I’ll just go ahead and proceed with that!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/recipe/10813/best-chocolate-chip-cookies/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/recipe/10813/best-chocolate-chip-cookies/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/10813/best-chocolate-chip-cookies/. A user navigated from a minimal root to a full recipe detail page. The after state introduces a complete Allrecipes article layout: a header/banner with skip link, global navigation, search, and promotional content, followed by a main article with a title, images, metadata, ingredients, step-by-step directions, nutrition facts, user reviews, and related “You’ll Also Love” cards. Key content changes include interactive elements for saving, rating, printing, sharing, and commenting, as well as numerous focusable links and controls throughout the recipe content. The page also adds a contentinfo/footer area with newsletter and social links. Note that the diff ends with multiple RootWebArea placeholders, indicating a richer, multi-region accessibility structure now present."
}['Best Chocolate Chip Cookies', '1 cup butter, softened', '1 cup white sugar', '1 cup packed brown sugar', '2 large eggs', '2 teaspoons vanilla extract', '1 teaspoon baking soda', '2 teaspoons hot water', '½ teaspoon salt', '3 cups all-purpose flour', '2 cups semisweet chocolate chips', '1 cup chopped walnuts', 'Step 1: Gather your ingredients, making sure your butter is softened, and your eggs are room temperature.', 'Step 2: Preheat the oven to 350 degrees F (175 degrees C). Beat butter, white sugar, and brown sugar in a large bowl with an electric mixer until smooth and creamy.', 'Step 3: Beat in eggs, one at a time, then stir in vanilla.', 'Step 4: Dissolve baking soda in hot water; add to batter along with salt and mix until combined.', 'Step 5: Stir in flour, chocolate chips, and walnuts until a soft dough forms.', 'Step 6: Drop rounded spoonfuls of cookie dough 2 inches apart onto ungreased baking sheets.', 'Step 7: Bake in the preheated oven until edges are lightly browned, about 10 minutes.', 'Step 8: Cool on the baking sheets briefly before removing to a wire rack to cool completely.', 'Step 9: Store in an airtight container or serve immediately and enjoy!']
Driver python-1772298622 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772298622 Token usage statistics: - Total: 20187 tokens (18992 input, 1195 output) - Cached: 0 tokens (0 input, 0 output)



Chrome driver started successfully (driver_id: python-1772298680) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to use the NavigateToUrlTool to reach a specific URL. After I do that, I should provide a concise response to let the user know that I’ve completed the action. It seems straightforward, but I want to ensure I confirm that it’s done properly. I'll go ahead and make that call now and follow up with a brief confirmation once it's completed!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. There’s a big expansion of the page’s accessibility structure, changing from a single focusable RootWebArea to a full, content-rich layout with header, main content, and footer sections. The new tree adds a prominent header navigation, search controls, newsletter and social links, and a large body of content cards, sections, and interactive elements. Key changes include a visible skip-to-content link, a dedicated header navigation with multiple category links, search text boxes and search buttons, dozens of recipe cards with Save Recipe actions, and a comprehensive contentinfo/footer area containing site links and policy references. The diff also ends with extra, seemingly stray RootWebArea entries, which appear as duplicates beyond the main structure."
}Error: Message: element not interactable (Session info: chrome=145.0.7632.117); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x00000001006316b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x0000000100629a50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x0000000100106370 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74924 3 chromedriver 0x0000000100147528 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 341604 4 chromedriver 0x000000010014525c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332696 5 chromedriver 0x000000010018e620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 6 chromedriver 0x0000000100143b9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 7 chromedriver 0x00000001005f0680 cxxbridge1$str$ptr + 2861308 8 chromedriver 0x00000001005f3dd4 cxxbridge1$str$ptr + 2875472 9 chromedriver 0x00000001005d5a7c cxxbridge1$str$ptr + 2751736 10 chromedriver 0x00000001005f4658 cxxbridge1$str$ptr + 2877652 11 chromedriver 0x00000001005c5ffc cxxbridge1$str$ptr + 2687608 12 chromedriver 0x0000000100618d78 cxxbridge1$str$ptr + 3026932 13 chromedriver 0x0000000100618ef4 cxxbridge1$str$ptr + 3027312 14 chromedriver 0x00000001006296a8 cxxbridge1$str$ptr + 3094820 15 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 16 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=beef+wellington",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=beef+wellington')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=beef+wellington. The UI shifted from a broad homepage layout to a focused search results interface. The header and navigation were restructured to place a prominent search bar and a list of recipe results, instead of the long category/menu chrome. Key visible changes include: a new \"Search Results For\" heading with an active search box prefilled with beef wellington, a list of individual beef Wellington recipes each with images, titles, ratings, and Save Recipe actions, and a pagination control for the results. The page also reintroduces typical site chrome (Visit homepage, Newsletter/magazine links, and a footer with standard informational links) but now aligned to support the results-first layout."
}['Individual Beef Wellingtons — 191 Ratings', 'Beef Wellington — 365 Ratings', "Chef John's Individual Beef Wellingtons — 53 Ratings", 'Mini Beef Wellingtons with Red Wine Sauce — 23 Ratings', 'Cheeseburger Wellington — 9 Ratings', 'Weeknight Wellington — 15 Ratings', 'Meatloaf Wellington — 8 Ratings', 'Vegetables Wellington — 1 Rating']
{
"explanation": "**Executing recipe selection**\n\nI see that I need to click on the \"Beef Wellington\" recipe, which has 365 ratings. According to the structure, the link is associated with an ID of 341, and the ratings are listed under ID 370. It looks like the ratings confirm which recipe to select. So, the next step is clear: I should use the ClickTool on the element with ID 341 to access that recipe. Let's go ahead and perform this action!",
"performed_steps": [
{
"name": "Click on the \"Beef Wellington\" recipe that has 365 ratings",
"tools": [
"ClickTool(id='341')"
]
}
]
}Error: Message: tab crashed (Session info: chrome=145.0.7632.117)
Driver python-1772298680 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772298680 Token usage statistics: - Total: 69584 tokens (67219 input, 2365 output) - Cached: 0 tokens (0 input, 0 output)
Chrome driver started successfully (driver_id: python-1772298754) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to a URL**\n\nI need to navigate to a specific URL, so I'm going to use the NavigateToUrlTool. First, I'll provide the URL as required. After that, I guess I should confirm that the navigation is successful. I plan to execute the tool to proceed. Finally, I’ll make sure to respond with the necessary information in a minimal, clear way, keeping everything straightforward since I only need to make a single tool call.",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=beef+wellington",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=beef+wellington')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=beef+wellington. The page now renders a full results interface for a beef Wellington search on Allrecipes, replacing a bare root area. The UI includes a skip-to-content link, a header/navigation region with many menu items and a close/visit menu, and a prominent main area showing a \"Search Results For\" heading and a large list of recipe results with images, ratings, and individual actions like Save Recipe. Additionally, the accessibility tree introduces a search box in the header and in the main area, a pagination control for the results, and a contentinfo/footer section with social links and site-wide footer links. Overall, the page transformed from a simple root to a feature-rich, navigable results page with interactive search, result items, and footer/navigation chrome."
}NOOP because the required URL links for each Beef Wellington recipe are not present in the provided ARIA tree.
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/recipe/16160/beef-wellington/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/recipe/16160/beef-wellington/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/16160/beef-wellington. The page now shows a 404 Not Found state instead of the original recipe search results. The UI shifts from a dense Allrecipes results layout to a minimalist 404 layout with a header banner, a prominent skip-to-content link, and a concise header/navigation structure. Key content changes include: the main content area now presents a 404 message and guidance, while extensive previous content such as the long search results grid, recipe listings, and pagination have been removed. The header/navigation is simplified to core sections (DINNERS, MEALS, INGREDIENTS, etc.) and a search box in the header, and the footer area is expanded to include account/magazine links and social Follow Us sections."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=beef+wellington",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=beef+wellington')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=beef+wellington. The page shifted from a 404/Not Found layout to a functional search results view for a specific query. The root area now shows a search results header and a populated list of recipe results, replacing the previous “Oops” message and generic navigation. Key visible changes include: the search bar in the header is pre-filled with beef wellington and a Clear search option appears; a long list of individual Beef Wellington recipes (with images, titles, and Save Recipe actions) is displayed, along with section headings like “Search Results For” and a results grid. A new pagination control labeled “Search results pagination” was added, and the footer/navigation sections were retained but reorganized under a more recipe-centric structure."
}Accessibility Tree:
<RootWebArea name="[beef wellington] Results from Allrecipes" id="1" focusable="True" focused="True">
<generic id="3">
<image id="4" />
<banner id="5">
<link id="6" focusable="True">SKIP TO CONTENT</link>
<link name="Visit ' homepage" id="13" focusable="True">
<generic id="14">Allrecipes</generic>
<image id="16" />
</link>
<generic id="18">
<list id="19">
<listitem id="20" level="1">
<generic id="29">
<search id="30">
<LabelText id="32">Search the site</LabelText>
<textbox name="Search the site" id="34" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="True" labelledby="">
<generic id="36" editable="plaintext">beef wellington</generic>
</textbox>
<button name="Click to search" id="38" invalid="false" focusable="True">
<image id="39" />
</button>
</search>
<generic id="41" />
</generic>
</listitem>
<listitem id="43" level="1">
<button id="44" focusable="True">Newsletters</button>
</listitem>
<listitem id="46" level="1">
<link id="47" focusable="True">Sweepstakes</link>
</listitem>
<listitem id="49" level="1">
<link name="Go to MyRecipes" id="50" focusable="True">
<image id="51" />
<image id="53" />
</link>
</listitem>
</list>
</generic>
<generic id="55">
<button name="Close menu for Allrecipes" id="57" invalid="false" focusable="True">
<image id="58" />
</button>
<generic id="60">
<link name="Visit ' homepage" id="61" focusable="True">
<generic id="62">Allrecipes</generic>
<image id="64" />
</link>
</generic>
<navigation name="Header" id="66">
<generic id="67">
<search id="68">
<LabelText id="70">Search</LabelText>
<textbox name="Search" id="72" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="True" labelledby="">
<generic id="74" editable="plaintext">beef wellington</generic>
</textbox>
<button name="Click to search" id="76" invalid="false" focusable="True">
<image id="77" />
</button>
</search>
<generic id="79" />
</generic>
<list id="81">
<listitem id="82" level="1">
<link id="83" focusable="True">DINNERS<image id="85" />
</link>
</listitem>
<listitem id="88" level="1">
<link id="89" focusable="True">MEALS<image id="91" />
</link>
</listitem>
<listitem id="94" level="1">
<link id="95" focusable="True">INGREDIENTS<image id="97" />
</link>
</listitem>
<listitem id="100" level="1">
<link id="101" focusable="True">OCCASIONS<image id="103" />
</link>
</listitem>
<listitem id="106" level="1">
<link id="107" focusable="True">CUISINES<image id="109" />
</link>
</listitem>
<listitem id="112" level="1">
<link id="113" focusable="True">KITCHEN TIPS<image id="115" />
</link>
</listitem>
<listitem id="118" level="1">
<link id="119" focusable="True">NEWS<image id="121" />
</link>
</listitem>
<listitem id="124" level="1">
<link id="125" focusable="True">FEATURES<image id="127" />
</link>
</listitem>
<listitem id="130" level="1">
<link id="131" focusable="True">VIDEO</link>
</listitem>
<listitem id="133" level="1">
<link id="134" focusable="True">ABOUT US<image id="136" />
</link>
</listitem>
<listitem id="139" level="1">
<link id="140" focusable="True">GET THE MAGAZINE</link>
</listitem>
</list>
<generic id="142">
<list id="143">
<listitem id="144" level="1">
<link id="145" focusable="True">Log In to Allrecipes Account<image id="146" />
</link>
</listitem>
<listitem id="152" level="1">
<button id="153" invalid="false" focusable="True">Magazine<image id="156" />
</button>
</listitem>
<listitem id="159" level="1">
<button id="160" focusable="True">Newsletters</button>
</listitem>
<listitem id="162" level="1">
<link id="163" focusable="True">Sweepstakes</link>
</listitem>
<listitem id="165" level="1">
<link name="Go to MyRecipes" id="166" focusable="True">
<image id="167" />
<image id="169" />
</link>
</listitem>
</list>
</generic>
<generic id="171">
<generic id="172">Follow Us</generic>
<list id="174">
<listitem id="175" level="1">
<link name="Visit Allrecipes's Facebook" id="176" focusable="True">
<image id="177" />
</link>
</listitem>
<listitem id="179" level="1">
<link name="Visit Allrecipes's Instagram" id="180" focusable="True">
<image id="181" />
</link>
</listitem>
<listitem id="183" level="1">
<link name="Visit Allrecipes's Pinterest" id="184" focusable="True">
<image id="185" />
</link>
</listitem>
<listitem id="187" level="1">
<link name="Visit Allrecipes's TikTok" id="188" focusable="True">
<image id="189" />
</link>
</listitem>
<listitem id="191" level="1">
<link name="Visit Allrecipes's YouTube" id="192" focusable="True">
<image id="193" />
</link>
</listitem>
<listitem id="195" level="1">
<link name="Visit Allrecipes's Flipboard" id="196" focusable="True">
<image id="197" />
</link>
</listitem>
</list>
</generic>
</navigation>
</generic>
<navigation name="Header" id="199">
<list id="201">
<listitem id="202" level="1">
<link id="203" focusable="True">DINNERS</link>
</listitem>
<listitem id="205" level="1">
<link id="206" focusable="True">MEALS</link>
</listitem>
<listitem id="208" level="1">
<link id="209" focusable="True">INGREDIENTS</link>
</listitem>
<listitem id="211" level="1">
<link id="212" focusable="True">OCCASIONS</link>
</listitem>
<listitem id="214" level="1">
<link id="215" focusable="True">CUISINES</link>
</listitem>
<listitem id="217" level="1">
<link id="218" focusable="True">KITCHEN TIPS</link>
</listitem>
<listitem id="220" level="1">
<link id="221" focusable="True">NEWS</link>
</listitem>
<listitem id="223" level="1">
<link id="224" focusable="True">FEATURES</link>
</listitem>
<listitem id="226" level="1">
<link id="227" focusable="True">VIDEO</link>
</listitem>
</list>
<generic id="229">
<link id="230" focusable="True">ABOUT US</link>
</generic>
<generic id="232">
<link id="233" focusable="True">GET THE MAGAZINE</link>
</generic>
</navigation>
</banner>
<main id="238">
<generic id="239">
<heading id="241" level="1">Search Results For</heading>
<generic id="243">
<search id="244">
<generic id="245">
<generic id="246">
<button name="Clear search" id="248" invalid="false" focusable="True">
<image id="249" />
</button>
</generic>
<LabelText id="251">Search the site</LabelText>
<textbox name="Search the site" id="253" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="True" labelledby="">
<generic id="255" editable="plaintext">beef wellington</generic>
</textbox>
</generic>
</search>
<generic id="258" />
</generic>
</generic>
<generic id="260">
<generic id="261">
<generic id="262">
<link name="Individual Beef Wellingtons" id="263" focusable="True">Individual Beef Wellingtons<generic id="264">
<generic id="265">
<generic id="266">
<image name="close up on a plated beef wellington, sliced in half, with a side of potatoes and asparagus" id="267" />
</generic>
</generic>
<generic id="268">
<button name="Save Recipe" id="269" invalid="false" focusable="True">
<image id="270" />
</button>
</generic>
</generic>
<generic id="273">BEEF TENDERLOIN RECIPES</generic>
<generic id="278">
<generic id="279">
<image id="280" />
<image id="282" />
<image id="284" />
<image id="286" />
<image id="288" />
</generic>
<generic id="290">191 Ratings</generic>
</generic>
</link>
<link name="Beef Wellington" id="293" focusable="True">Beef Wellington<generic id="294">
<generic id="295">
<generic id="296">
<image name="looking at a whole beef Wellington with a few pieces sliced next to sauce in a bowl " id="297" />
</generic>
</generic>
<generic id="298">
<button name="Save Recipe" id="299" invalid="false" focusable="True">
<image id="300" />
</button>
</generic>
</generic>
<generic id="303">BEEF TENDERLOIN RECIPES</generic>
<generic id="308">
<generic id="309">
<image id="310" />
<image id="312" />
<image id="314" />
<image id="316" />
<image id="318" />
</generic>
<generic id="320">365 Ratings</generic>
</generic>
</link>
<link name="Chef John's Individual Beef Wellingtons" id="323" focusable="True">Chef John's Individual Beef Wellingtons<generic id="324">
<generic id="325">
<generic id="326">
<image name="closeup of one of Chef John's Individual Beef Wellingtons, cut open to show the perfect medium-rare interior, on a plate with demiglace, fondant potatoes, roasted carrots and Brussels sprouts" id="327" />
</generic>
</generic>
<generic id="328">
<button name="Save Recipe" id="329" invalid="false" focusable="True">
<image id="330" />
</button>
</generic>
</generic>
<generic id="333">FILET MIGNON RECIPES</generic>
<generic id="338">
<generic id="339">
<image id="340" />
<image id="342" />
<image id="344" />
<image id="346" />
<image id="348" />
</generic>
<generic id="350">53 Ratings</generic>
</generic>
</link>
<link name="" id="353" focusable="True">
<generic id="354">
<generic id="355">
<generic id="356">
<image name="Mini Beef Wellingtons with Red Wine Sauce" id="357" />
</generic>
</generic>
<generic id="358">
<button name="Save Recipe" id="359" invalid="false" focusable="True">
<image id="360" />
</button>
</generic>
</generic>
<generic id="363">ENGLISH</generic>
<generic id="368">
<generic id="369">
<image id="370" />
<image id="372" />
<image id="374" />
<image id="376" />
<image id="378" />
</generic>
<generic id="380">23 Ratings</generic>
</generic>
</link>
<link name="Cheeseburger Wellington" id="383" focusable="True">Cheeseburger Wellington<generic id="384">
<generic id="385">
<generic id="386">
<image name="Cheeseburger wellington served on a white plate. " id="387" />
</generic>
</generic>
<generic id="388">
<button name="Save Recipe" id="389" invalid="false" focusable="True">
<image id="390" />
</button>
</generic>
</generic>
<generic id="393">CHEESEBURGER RECIPES</generic>
<generic id="398">
<generic id="399">
<image id="400" />
<image id="402" />
<image id="404" />
<image id="406" />
<image id="408" />
</generic>
<generic id="410">9 Ratings</generic>
</generic>
</link>
<link name="How To Make" id="413" focusable="True">How To Make<generic id="414">
<generic id="415">
<generic id="416">
<image name="Beef Wellington" id="417" />
</generic>
</generic>
</generic>
<generic id="419">DINNER FIX</generic>
</link>
<link name="Weeknight Wellington" id="424" focusable="True">Weeknight Wellington<generic id="425">
<generic id="426">
<generic id="427">
<image name="sliced open ground beef Wellington-style pastry-wrapped loaf on white plate" id="428" />
</generic>
</generic>
<generic id="429">
<button name="Save Recipe" id="430" invalid="false" focusable="True">
<image id="431" />
</button>
</generic>
</generic>
<generic id="434">GROUND BEEF RECIPES</generic>
<generic id="439">
<generic id="440">
<image id="441" />
<image id="443" />
<image id="445" />
<image id="447" />
<image id="449" />
</generic>
<generic id="451">15 Ratings</generic>
</generic>
</link>
<link name="Beef Pie" id="454" focusable="True">Beef Pie<generic id="455">
<generic id="456">
<generic id="457">
<image name="shepherd's pie" id="458" />
</generic>
</generic>
</generic>
<generic id="460">SAVORY PIE RECIPES</generic>
</link>
<link name="Meat Pie" id="465" focusable="True">Meat Pie<generic id="466">
<generic id="467">
<generic id="468">
<image name="1015705.jpg" id="469" />
</generic>
</generic>
</generic>
<generic id="471">SAVORY PIE RECIPES</generic>
</link>
<link name="Beef Tenderloin" id="476" focusable="True">Beef Tenderloin<generic id="477">
<generic id="478">
<generic id="479">
<image name="beef tenderloin on a cutting board, sliced to show a juicy pink interior" id="480" />
</generic>
</generic>
</generic>
<generic id="482">BEEF</generic>
</link>
<link name="Meatloaf Wellington" id="487" focusable="True">Meatloaf Wellington<generic id="488">
<generic id="489">
<generic id="490">
<image id="491" />
</generic>
</generic>
<generic id="492">
<button name="Save Recipe" id="493" invalid="false" focusable="True">
<image id="494" />
</button>
</generic>
</generic>
<generic id="497">MEATLOAF RECIPES</generic>
<generic id="502">
<generic id="503">
<image id="504" />
<image id="506" />
<image id="508" />
<image id="510" />
<image id="512" />
</generic>
<generic id="514">8 Ratings</generic>
</generic>
</link>
<link name="Gluten Free Pastry" id="517" focusable="True">Gluten Free Pastry<generic id="518">
<generic id="519">
<generic id="520">
<image id="521" />
</generic>
</generic>
<generic id="522">
<button name="Save Recipe" id="523" invalid="false" focusable="True">
<image id="524" />
</button>
</generic>
</generic>
<generic id="527">PASTRY CRUSTS</generic>
<generic id="532">
<generic id="533">
<image id="534" />
<image id="536" />
<image id="538" />
<image id="540" />
<image id="542" />
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<generic id="544">38 Ratings</generic>
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</link>
<link name="6 Beef Wellington Recipes for Elegant Special Dinners" id="547" focusable="True">6 Beef Wellington Recipes for Elegant Special Dinners<generic id="548">
<generic id="549">
<generic id="550">
<image name="Chef John's Individual Beef Wellingtons" id="551" />
</generic>
</generic>
</generic>
<generic id="553">BEEF TENDERLOIN RECIPES</generic>
</link>
<link name="Vegetables Wellington" id="558" focusable="True">Vegetables Wellington<generic id="559">
<generic id="560">
<generic id="561">
<image name="Vegetables Wellington on a platter with fresh herbs and sauce in a bowl " id="562" />
</generic>
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<button name="Save Recipe" id="564" invalid="false" focusable="True">
<image id="565" />
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<generic id="568">MAIN DISHES</generic>
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<generic id="585">1 Rating</generic>
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</link>
<link name="" id="588" focusable="True">
<generic id="589">
<generic id="590">
<generic id="591">
<image name="Venison Wellington" id="592" />
</generic>
</generic>
<generic id="593">
<button name="Save Recipe" id="594" invalid="false" focusable="True">
<image id="595" />
</button>
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<generic id="598">PORK</generic>
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<image id="605" />
<image id="607" />
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<image id="613" />
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<generic id="615">3 Ratings</generic>
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<link name="Garlic and Herb Cream Cheese" id="618" focusable="True">Garlic and Herb Cream Cheese<generic id="619">
<generic id="620">
<generic id="621">
<image id="622" />
</generic>
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<generic id="623">
<button name="Save Recipe" id="624" invalid="false" focusable="True">
<image id="625" />
</button>
</generic>
</generic>
<generic id="628">SAUCES AND CONDIMENTS</generic>
<generic id="633">
<generic id="634">
<image id="635" />
<image id="637" />
<image id="639" />
<image id="641" />
<image id="643" />
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<generic id="645">79 Ratings</generic>
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<link name="29 Recipes From the 1800s That Have Stood the Test of Time" id="648" focusable="True">29 Recipes From the 1800s That Have Stood the Test of Time<generic id="649">
<generic id="650">
<generic id="651">
<image name="looking at a whole beef Wellington with a few pieces sliced" id="652" />
</generic>
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<generic id="654">RETRO RECIPES</generic>
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<link name="Gordon Ramsay’s One-Pot Comfort Dish Is My Final Meal Request" id="659" focusable="True">Gordon Ramsay’s One-Pot Comfort Dish Is My Final Meal Request<generic id="660">
<generic id="661">
<generic id="662">
<image name="Gordon Ramsay's 1-pot Comfort Dish" id="663" />
</generic>
</generic>
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<generic id="665">CELEBRITY & ENTERTAINMENT</generic>
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<link name="Gordon Ramsay's 10-Minute Steak Sandwich Is My New Go-To Dinner" id="670" focusable="True">Gordon Ramsay's 10-Minute Steak Sandwich Is My New Go-To Dinner<generic id="671">
<generic id="672">
<generic id="673">
<image name="Black & white silhouette of Gordon Ramsay in front of an orange circle with a blue and orange halftone background" id="674" />
</generic>
</generic>
</generic>
<generic id="676">CELEBRITY & ENTERTAINMENT</generic>
</link>
<link name="18 Vintage Diner Recipes Too Good to Leave in the Past" id="681" focusable="True">18 Vintage Diner Recipes Too Good to Leave in the Past<generic id="682">
<generic id="683">
<generic id="684">
<image name="A platter with sliced brown sugar meatloaf with ketchup glaze" id="685" />
</generic>
</generic>
</generic>
<generic id="687">RETRO RECIPES</generic>
</link>
<link name="Outrageous Mustard Sauce" id="692" focusable="True">Outrageous Mustard Sauce<generic id="693">
<generic id="694">
<generic id="695">
<image id="696" />
</generic>
</generic>
<generic id="697">
<button name="Save Recipe" id="698" invalid="false" focusable="True">
<image id="699" />
</button>
</generic>
</generic>
<generic id="702">SAUCES</generic>
<generic id="707">
<generic id="708">
<image id="709" />
<image id="711" />
<image id="713" />
<image id="715" />
<image id="717" />
</generic>
<generic id="719">11 Ratings</generic>
</generic>
</link>
<link name="Gordon Ramsay's Favorite 4-Ingredient Midnight Snack Is So Good I'll Eat It for Breakfast, Lunch, and Dinner" id="722" focusable="True">Gordon Ramsay's Favorite 4-Ingredient Midnight Snack Is So Good I'll Eat It for Breakfast, Lunch, and Dinner<generic id="723">
<generic id="724">
<generic id="725">
<image name="portrait of Gordon Ramsay on a yellow and green background" id="726" />
</generic>
</generic>
</generic>
<generic id="728">CELEBRITY & ENTERTAINMENT</generic>
</link>
<link name="19 No-Fail New Year's Eve Dinners to Ring in the New Year" id="733" focusable="True">19 No-Fail New Year's Eve Dinners to Ring in the New Year<generic id="734">
<generic id="735">
<generic id="736">
<image name="Sliced strip steak on a plate with creamy sauce" id="737" />
</generic>
</generic>
</generic>
<generic id="739">MAIN DISHES</generic>
</link>
<link name="The Most Popular Recipes of the 1960s" id="744" focusable="True">The Most Popular Recipes of the 1960s<generic id="745">
<generic id="746">
<generic id="747">
<image name="A baked Alaska dessert on a white plate showing its meringue ice cream and cake layers" id="748" />
</generic>
</generic>
</generic>
<generic id="750">1960S</generic>
</link>
</generic>
</generic>
<list name="Search results pagination" id="755">
<listitem id="756" level="1">
<link name="Current page, page 1" id="757" focusable="True">1</link>
</listitem>
<listitem id="759" level="1">
<link name="Go to page 2 of search results" id="760" focusable="True">2</link>
</listitem>
<listitem id="762" level="1">
<link name="Go to page 3 of search results" id="763" focusable="True">3</link>
</listitem>
<listitem id="765" level="1">
<link name="Go to the next page of search results, page 2" id="766" focusable="True">NEXT<image id="769" />
</link>
</listitem>
</list>
</generic>
</main>
<contentinfo id="771">
<generic id="774">
<link name="Visit ' homepage" id="775" focusable="True">
<generic id="776">Allrecipes</generic>
<image id="778" />
</link>
</generic>
<generic id="780">
<button id="781" focusable="True">NEWSLETTERS</button>
</generic>
<generic id="785">
<generic id="786">Follow Us</generic>
<list id="788">
<listitem id="789" level="1">
<link name="Visit Allrecipes's Facebook" id="790" focusable="True">
<image id="792" />
</link>
</listitem>
<listitem id="794" level="1">
<link name="Visit Allrecipes's Instagram" id="795" focusable="True">
<image id="797" />
</link>
</listitem>
<listitem id="799" level="1">
<link name="Visit Allrecipes's Pinterest" id="800" focusable="True">
<image id="802" />
</link>
</listitem>
<listitem id="804" level="1">
<link name="Visit Allrecipes's TikTok" id="805" focusable="True">
<image id="807" />
</link>
</listitem>
<listitem id="809" level="1">
<link name="Visit Allrecipes's YouTube" id="810" focusable="True">
<image id="812" />
</link>
</listitem>
<listitem id="814" level="1">
<link name="Visit Allrecipes's Flipboard" id="815" focusable="True">
<image id="817" />
</link>
</listitem>
</list>
</generic>
<navigation name="Footer" id="820">
<list id="821">
<listitem id="822" level="1">
<link id="823" focusable="True">DINNERS</link>
</listitem>
<listitem id="825" level="1">
<link id="826" focusable="True">MEALS</link>
</listitem>
<listitem id="828" level="1">
<link id="829" focusable="True">INGREDIENTS</link>
</listitem>
<listitem id="831" level="1">
<link id="832" focusable="True">OCCASIONS</link>
</listitem>
<listitem id="834" level="1">
<link id="835" focusable="True">CUISINES</link>
</listitem>
<listitem id="837" level="1">
<link id="838" focusable="True">KITCHEN TIPS</link>
</listitem>
<listitem id="840" level="1">
<link id="841" focusable="True">NEWS</link>
</listitem>
<listitem id="843" level="1">
<link id="844" focusable="True">FEATURES</link>
</listitem>
<listitem id="846" level="1">
<link id="847" focusable="True">VIDEO</link>
</listitem>
</list>
</navigation>
<list id="849">
<listitem id="850" level="1">
<link id="851" focusable="True">About Us</link>
</listitem>
<listitem id="853" level="1">
<link id="854" focusable="True">Editorial Process</link>
</listitem>
<listitem id="856" level="1">
<link id="857" focusable="True">Privacy Policy</link>
</listitem>
<listitem id="859" level="1">
<link id="860" focusable="True">Product Vetting</link>
</listitem>
<listitem id="862" level="1">
<link id="863" focusable="True">Terms of Service</link>
</listitem>
<listitem id="865" level="1">
<link id="866" focusable="True">Advertise</link>
</listitem>
<listitem id="868" level="1">
<link id="869" focusable="True">Careers</link>
</listitem>
<listitem id="871" level="1">
<link id="872" focusable="True">Contact</link>
</listitem>
<listitem id="874" level="1">
<button name="Your Privacy Choices" id="875" invalid="false" focusable="True">Your Privacy Choices<image name="Manage Your Privacy Choices" id="878" />
</button>
</listitem>
<listitem id="880" level="1">
<link id="881" focusable="True">Manage Your Magazine Subscription</link>
</listitem>
<listitem id="883" level="1">
<link id="884" focusable="True">Magazine Subscription Help</link>
</listitem>
</list>
<generic id="887">
<image id="889" />
<generic id="892">Allrecipes is part of the publishing family.<link id="894" focusable="True">People Inc.</link>
</generic>
</generic>
</contentinfo>
<image id="907" />
</generic>
</RootWebArea><RootWebArea id="908" focusable="True" /><RootWebArea id="911" focusable="True" /><RootWebArea id="913" focusable="True" />{
"explanation": "**Executing click action**\n\nI need to click an element with the specified ID 293. To do this, I'll use the ClickTool with that ID and then confirm the action. It doesn't seem like I need to do anything in parallel, so I'll directly proceed to call the function to ensure that the click action is executed correctly. Keeping it simple will help avoid any potential mistakes!",
"performed_steps": [
{
"name": "Click on element with id 293 (the Beef Wellington recipe link with 365 ratings)",
"tools": [
"ClickTool(id='293')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/16899/beef-wellington/. Navigation moved from a search results overview to a dedicated Beef Wellington Recipe page? The main area has become an immersive recipe article with rich content: a prominent Beef Wellington heading, image gallery, rating and review counts, an extended ingredients list with adjustable servings, step-by-step directions with photos, and a full nutrition panel. Interactive actions were added (Save Recipe, Rate, Print, Share, I MADE IT) along with community Q&A and a large “You’ll Also Love” recommendations section, while the prior site-wide header/navigation chrome appears to have been trimmed back to focus on content."
}[4.7, 365]
['2 ½ pounds beef tenderloin', '4 tablespoons butter, softened, divided', '2 tablespoons butter', '1onion, chopped', '½ cup sliced fresh mushrooms', '2 ounces liver paté', 'salt and pepper to taste', '1 (17.5 ounce) package frozen puff pastry, thawed', '1 large egg yolk, beaten', '1 (10.5 ounce) can beef broth', '2 tablespoons red wine']






Chrome driver started successfully (driver_id: python-1772298887) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. Navigated to the Allrecipes homepage. The UI was expanded from a minimal root area to a full, content-rich homepage with header navigation, a skip-to-content link, and a comprehensive footer. Key content changes include a complete header/navigation system (search box, multiple menu sections like DINNERS, MEALS, INGREDIENTS, etc.), a prominent banner with sign-in/help links, and a large main area featuring hero text, recipe cards with Save/View actions, trending sections, and many interactive elements (search textbox, buttons labeled for actions like Newsletters, Reserve-like actions, and social follow links). The page now includes extensive content sections (Trending Now, Popular Searches, Our People, Test Kitchen, Seasonal Picks, etc.) and a detailed contentinfo/Footer with multiple link groups and privacy/options controls."
}Error: Message: element not interactable (Session info: chrome=145.0.7632.117); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x00000001030cd6b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x00000001030c5a50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x0000000102ba2370 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74924 3 chromedriver 0x0000000102be3528 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 341604 4 chromedriver 0x0000000102be125c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332696 5 chromedriver 0x0000000102c2a620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 6 chromedriver 0x0000000102bdfb9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 7 chromedriver 0x000000010308c680 cxxbridge1$str$ptr + 2861308 8 chromedriver 0x000000010308fdd4 cxxbridge1$str$ptr + 2875472 9 chromedriver 0x0000000103071a7c cxxbridge1$str$ptr + 2751736 10 chromedriver 0x0000000103090658 cxxbridge1$str$ptr + 2877652 11 chromedriver 0x0000000103061ffc cxxbridge1$str$ptr + 2687608 12 chromedriver 0x00000001030b4d78 cxxbridge1$str$ptr + 3026932 13 chromedriver 0x00000001030b4ef4 cxxbridge1$str$ptr + 3027312 14 chromedriver 0x00000001030c56a8 cxxbridge1$str$ptr + 3094820 15 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 16 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/search?q=vegetarian+lasagna",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=vegetarian+lasagna')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=vegetarian+lasagna. The interface shifted from a generic homepage chrome to a dedicated search results view for a vegetarian lasagna query. The header/navigation was expanded to include a functional search box, a full top navigation with recipe categories, and a “Get the Magazine”/About section, replacing the previous cluttered menu structure. The main content now shows a titled results area with multiple recipe cards (each with images, titles, and Save Recipe actions), plus a pagination control under a “Search results pagination” list. The page also introduces a comprehensive footer/contentInfo with standard links and social follow sections."
}['Easy Vegetarian Spinach Lasagna — 116 Ratings', 'Spicy Vegetarian Lasagna — 84 Ratings', 'Cheese Lasagna — 180 Ratings', "World's Best (Now Vegetarian!) Lasagna — 20 Ratings", 'Vegetarian Lasagna — 22 Ratings', "Debbie's Vegetable Lasagna — 20 Ratings", "Lisa's Lasagne — 18 Ratings", 'Cacio e Pepe Lasagna — 10 Ratings', "Kay's Spaghetti and Lasagna Sauce — 773 Ratings", 'Easy Spinach Lasagna with White Sauce — 255 Ratings', 'Roasted Butternut Squash and Garlic Lasagna — 194 Ratings', 'Pesto Polenta Lasagna — 300 Ratings', 'Roasted Butternut Squash and Spinach Lasagna — 5 Ratings', 'Simple Spinach Lasagna — 561 Ratings', 'Spinach Lasagna — 739 Ratings', 'Spinach, Artichoke, and Carrot White Lasagna — 6 Ratings', 'Eggplant Lasagna — 373 Ratings']
{
"explanation": "**Accessing recipe link**\n\nI need to click on the \"Simple Spinach Lasagna\" recipe link. I see from the ARIA tree that there are several links in the main content. The link I want has the name \"Simple Spinach Lasagna\" and an ID of \"903\", which is focusable. So, I'll interact with that element using functions.ClickTool and ID 903. This means I can perform the tool call in a single step. Let's do this!",
"performed_steps": [
{
"name": "click on the \"Simple Spinach Lasagna\" recipe link",
"tools": [
"ClickTool(id='903')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/23988/simple-spinach-lasagna/. The interface now shows a direct transition from a search results view to a specific recipe page for Simple Spinach Lasagna, with focus moved to the recipe detail and its content. The header/navigation chrome and broad site-wide search UI were largely removed from the main area, replaced by the recipe-centric layout. Key content changes include a full recipe presentation with images, title, summary, author/date, action buttons (Save, Rate, Print, Share), nutrition facts, ingredients and directions, a user review section with ratings, and a new “You’ll Also Love” section featuring related lasagna recipes. The page structure was updated to an article-centric layout and pagination controls were removed."
}['Simple Spinach Lasagna', 4.6, 5561, '20 mins', '1 hr 35 mins', '2 hrs 5 mins', '1 tablespoon extra virgin olive oil', '2 (10 ounce) packages frozen chopped spinach, thawed and squeezed dry', '½ medium onion, chopped', '2 cloves garlic, crushed', '½ teaspoon dried oregano', '½ teaspoon dried basil', '1 (32 ounce) jar spaghetti sauce', '1 ½ cups water', '2 cups non-fat cottage cheese', '1 (8 ounce) package part skim mozzarella cheese, shredded', '½ cup chopped fresh parsley', '¼ cup grated Parmesan cheese', '1 large egg', '1 teaspoon salt', '⅛ teaspoon black pepper', '12uncooked lasagna noodles']
Driver python-1772298887 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772298887 Token usage statistics: - Total: 88472 tokens (84645 input, 3827 output) - Cached: 0 tokens (0 input, 0 output)











Chrome driver started successfully (driver_id: python-1772299019) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to use the navigation tool to reach a specific URL. I’ll call the function to navigate there and confirm when I arrive. It’s also a good idea to plan for any potential redirects along the way, just to be cautious. I’ll keep my steps concise and clear. Once I navigate, I’ll make sure to provide feedback in the final channel!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. The interface was expanded from a minimal root area to a full site header-centric layout with rich navigation. The after-diff introduces a complete header region with search, menus, and quick actions (Newsletters, Visit homepage, Go to MyRecipes, and a dominant Header navigation) plus a prominent skip-to-content entry. In the main content, the page now shows a multi-section composition: hero/intro content, trending and popular recipe cards with images and Save Recipe/View Recipe actions, and multiple content blocks like “Meatless Meal Ideas,” “Seasonal Picks,” and “Our People.” A dedicated contentinfo/footer area provides social links and extensive site-wide footer links."
}Error: Message: element not interactable (Session info: chrome=145.0.7632.117); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x00000001005816b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x0000000100579a50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x0000000100056370 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74924 3 chromedriver 0x0000000100097528 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 341604 4 chromedriver 0x000000010009525c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332696 5 chromedriver 0x00000001000de620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 6 chromedriver 0x0000000100093b9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 7 chromedriver 0x0000000100540680 cxxbridge1$str$ptr + 2861308 8 chromedriver 0x0000000100543dd4 cxxbridge1$str$ptr + 2875472 9 chromedriver 0x0000000100525a7c cxxbridge1$str$ptr + 2751736 10 chromedriver 0x0000000100544658 cxxbridge1$str$ptr + 2877652 11 chromedriver 0x0000000100515ffc cxxbridge1$str$ptr + 2687608 12 chromedriver 0x0000000100568d78 cxxbridge1$str$ptr + 3026932 13 chromedriver 0x0000000100568ef4 cxxbridge1$str$ptr + 3027312 14 chromedriver 0x00000001005796a8 cxxbridge1$str$ptr + 3094820 15 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 16 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL. To do this, I should use a tool called NavigateToUrlTool with the provided URL. After that, I’ll confirm that the navigation is successful. The steps seem simple and direct — there's no requirement to interact with ARIA in this case. So, I’ll go ahead and call the tool to proceed!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/most-popular-recipes-1960s-8705739",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/most-popular-recipes-1960s-8705739')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/most-popular-recipes-1960s-8705739. You landed on a 404 Not Found page instead of the Allrecipes homepage. The large site content was removed and replaced with a minimal error layout that centers the message and provides quick navigation options. Key changes include a prominent 404 message and instructions, a simplified header with a search control and a few primary links (like Newsletters and Go to MyRecipes), and a pared-down contentinfo/footer that still offers a few utility links and a Visit homepage option. In short, the page transitions from a full site experience to a compact error view with essential navigation and search capabilities."
}{
"explanation": "**Navigating and clicking search icon**\n\nI need to start by navigating to a specific URL and using the NavigateToUrlTool. Once there, I’ll look for a search icon in the header navigation, specifically tied to id 67 or the search button with id 74. The instruction tells me to click on the search icon, which I believe is the button with id 74 that contains an image. So, I’ll choose that as my action and proceed with the ClickTool. **Planning tool calls**\n\nI’m thinking about how to approach the tool calls. It looks like I should perform them in sequence since one depends on the page load before the other can happen. So, first, I’ll use the NavigateToUrlTool, and then I’ll follow that up with the ClickTool for the button with id 74. It makes the most sense to handle it this way rather than trying to do them in parallel.",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/ and then click on the search icon to open the search box",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. The view changed from a minimal 404 page to the full Allrecipes home page, loading a complete site header, navigation, and rich content instead of the error state. The new UI introduces an expansive header with search, menus, and social/follow sections, and replaces the old 404 messaging with a hero area and大量 content sections (Latest, Trending Now, Home Cook features, popular recipes, and “Meatless Meals”/seasonal picks). A full footer/contentinfo area was added, including site links, privacy options, and social links, suggesting a complete homepage layout rather than a bare error page."
}{
"explanation": "**Searching for recipes**\n\nI need to type \"Most Popular Recipes of the 1960s\" into the search bar and hit Enter. I'm considering the different element IDs available for search elements. There's one with id 34 in the banner and another with id 71 in the header. The id 71 labeled \"Search\" seems good, but there's also a textbox under \"What would you like to cook?\" with id 1155. Ultimately, I'll use id 34 to type the text and then press Enter. **Executing tool calls**\n\nI need to use the TypeTool with id 34 to enter some text, then follow it up with the PressKeyTool to hit the \"Enter\" key. I think it makes sense to do these calls in sequence rather than in parallel since that's what the task requires. So, I'll first call the TypeTool and then move on to the PressKeyTool to complete the action properly. I'll ensure to do it in the right order!",
"performed_steps": [
{
"name": "Type \"Most Popular Recipes of the 1960s\" in the search bar and press Enter",
"tools": [
"TypeTool(id='34', text='Most Popular Recipes of the 1960s')"
]
}
],
"changes": "URL did not change. A search action is highlighted: the search input gains focus and becomes the active element. The textbox now contains inline text, effectively adding “Most Popular Recipes of the 1960s” inside it, likely as placeholder/help content, and it is explicitly marked as focused. No other structural changes occurred; the search field and the search button remain, with the button and image unchanged aside from the textbox content."
}{
"explanation": "**Simulating Enter key press**\n\nI need to press the Enter key to submit a search. First, I have to identify the element where I press Enter. In the ARIA tree, there's a search textbox with different IDs, such as 1267 or 82. The next step is simple: I’ll simulate pressing the Enter key using the PressKeyTool with the key \"Enter.\" This seems straightforward. So, I'll call functions.PressKeyTool with key \"Enter\" and keep my reasoning brief.",
"performed_steps": [
{
"name": "Press Enter key to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=Most+Popular+Recipes+of+the+1960s. The UI now shows a search results view replacing the old homepage. The top-level area is renamed to “Most Popular Recipes of the 1960s – Results from Allrecipes” and the page primarily presents a search-driven results layout with a large list of recipe items. Key changes include an explicit search region with a Clear search button and a populated search box, a grid of result links (each with images, category labels, and ratings where shown), and a new pagination control labeled as a search results pagination. The navigation/header/footer structure is reorganized: a dedicated Header navigation now includes a prominent Get the Magazine/Newsletters and a Follow Us section, and a full contentinfo/Footer area reappears with traditional links (About Us, Privacy Policy, Careers, etc.) and social links. Overall, the focus shifts from a hero homepage to a browsable search results experience with improved search and pagination, plus a consolidated footer."
}The Most Popular Recipes of the 1960s
{
"explanation": "**Executing click action**\n\nI need to click on the search result link titled \"The Most Popular Recipes of the 1960s.\" In the ARIA tree, there's a link with the name \"The Most Popular Recipes of the 1960s\" and its ID is 306. So, the action is clear: I'll click the element with that ID using the ClickTool function. It seems straightforward, and no parallel actions are needed. Let's go ahead with this!",
"performed_steps": [
{
"name": "Click on the search result link titled \"The Most Popular Recipes of the 1960s\"",
"tools": [
"ClickTool(id='306')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/gallery/most-popular-recipes-1960s/. The page has shifted to present a titled, focused listing page for \"The Most Popular Recipes of the 1960s\" with the page marked as focused. The header area gained new interactive elements and a right-side close action, including a Save All Recipes button and a brief promotional line about MyRecipes, plus a hero-style image with a credit line. In the main area, the old search/results scaffolding was replaced with a full article-style layout that includes a prominent heading, author and date metadata, a large Save/View section for individual recipes, a detailed image gallery, and an expanded \"You’ll Also Love\" section featuring a broad set of cocktail and retro-recipes links; the prior pagination and many earlier, placeholder links were removed."
}['Tunnel of Fudge Cake', 'Swedish Meatballs l', 'Sidecar', 'Wedge Salad with Blue Cheese Dressing', 'Beef Wellington', 'Cheese Straws', 'Easy Porcupine Meatballs', 'Sazerac Cocktail', 'Easy Swedish Pancakes', "Grandma's Stuffed Celery", 'Swedish Meatballs (From a Swede!)', 'Chicken Kiev', 'Easy Skillet Chicken à la King', 'Steak Diane', 'Lemon Chiffon Cake', "Sarah's Ambrosia Fruit Salad", 'French Onion Dip', 'Smoked Salmon Mousse', 'Cocktail Meatballs l', 'Baked Alaska']
{
"explanation": "**Deciding on recipe link**\n\nI need to click on the link for \"Swedish Meatballs l.\" In the ARIA tree, I see headings like 02 of 20, and the relevant heading has an ID of 414, which is level 2. However, it seems it’s not the link I need since the actual recipe link is \"VIEW RECIPE\" with an ID of 438, located nearby. Though the user wants to click on \"Swedish Meatballs l,\" I should go ahead and click the \"VIEW RECIPE\" link instead. **Executing the click tool**\n\nI'm going to use the ClickTool function with ID 438 to proceed. First, I need to ensure I've correctly identified the element I'm targeting before executing the tool call. It’s crucial for clarity in this step. I’ll keep it to a single tool call for efficiency. So let’s perform the click now! I hope everything works smoothly, as it's important to get this right for the user!",
"performed_steps": [
{
"name": "Click on the \"Swedish Meatballs l\" recipe link in the collection",
"tools": [
"ClickTool(id='438')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/15449/swedish-meatballs-i/. User navigated from a broad “The Most Popular Recipes of the 1960s” listing to a dedicated recipe page for Swedish Meatballs I. The after-state shows the main title replaced with a specific recipe heading and a full detail layout, while the old header/navigation and many hub sections are removed. Key visible changes include a comprehensive recipe pane: multiple images, rating counts, nutrition information, ingredients with adjustable servings, step-by-step directions, and a robust review area with a read-more flow and user interaction controls (Save, Rate, Print, Share, and “I Made It”). A “You’ll Also Love” carousel of related Scandinavian/meatball recipes appears, expanding discovery beyond the single recipe."
}['Swedish Meatballs I', '25 mins', '1 hr 25 mins']
Driver python-1772299019 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772299019 Token usage statistics: - Total: 164858 tokens (161592 input, 3266 output) - Cached: 0 tokens (0 input, 0 output)






Chrome driver started successfully (driver_id: python-1772323388) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. The page was expanded from a minimal root region to a full homepage-style accessibility tree. The new structure adds a complete header, main content, and footer/contentinfo sections with numerous interactive elements. Key changes include a skip-to-content link, a top navigation/band with search and global links, and a dense set of navigational items (DINNERS, MEALS, INGREDIENTS, OCCASIONS, CUISINES, etc.). The main area now contains multiple content sections (Trending Now, Me — various recipes, user-generated hero content, and a “Meatless Meal Ideas” cluster), plus numerous recipe cards with Save Recipe and View Recipe actions, and a footer with standard site links and a privacy/subscription area. A few stray RootWebArea placeholders remain at the end, likely artifacts, but the page now has a full, interactive layout."
}Error: Message: element not interactable (Session info: chrome=145.0.7632.117); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x0000000100e5d6b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x0000000100e55a50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x0000000100932370 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74924 3 chromedriver 0x0000000100973528 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 341604 4 chromedriver 0x000000010097125c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332696 5 chromedriver 0x00000001009ba620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 6 chromedriver 0x000000010096fb9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 7 chromedriver 0x0000000100e1c680 cxxbridge1$str$ptr + 2861308 8 chromedriver 0x0000000100e1fdd4 cxxbridge1$str$ptr + 2875472 9 chromedriver 0x0000000100e01a7c cxxbridge1$str$ptr + 2751736 10 chromedriver 0x0000000100e20658 cxxbridge1$str$ptr + 2877652 11 chromedriver 0x0000000100df1ffc cxxbridge1$str$ptr + 2687608 12 chromedriver 0x0000000100e44d78 cxxbridge1$str$ptr + 3026932 13 chromedriver 0x0000000100e44ef4 cxxbridge1$str$ptr + 3027312 14 chromedriver 0x0000000100e556a8 cxxbridge1$str$ptr + 3094820 15 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 16 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specified URL using the NavigateToUrlTool. The plan is to keep it simple, providing minimal steps for clarity. I’ll just call the tool directly without any additional loading steps. Once that's done, I’ll respond with a confirmation to let the user know everything went smoothly. It seems pretty straightforward, so let’s get started!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=chocolate+cupcakes",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=chocolate+cupcakes')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=chocolate+cupcakes. The UI shifted from a broad Allrecipes homepage to a focused search results view for [chocolate cupcakes]. The after-state introduces a dedicated main area with a prominent “Search Results For” heading and a working search bar showing the current query. Key content changes include a list of recipe results (each with image, category tag like CHOCOLATE, rating count, and a Save Recipe action), a clear search button, and a pagination control labeled Current page 1 and page links (2, 3, 4, 5, NEXT). The header and footer were reorganized to reflect a streamlined navigation with a Visit homepage link, a magazine/NEWSLETTERS section, and a Follow Us/social links cluster, while the previous expansive content sections are largely removed in favor of the results-centric layout."
}['Easy Moist Chocolate Cupcakes — 1,209 Ratings', 'Easy Chocolate Cupcakes — 127 Ratings', 'Cinco de Chili Chocolate Cupcakes with Chili Cream Cheese Frosting — 120 Ratings', 'Dark Chocolate Bacon Cupcakes — 277 Ratings', 'Chocolate Surprise Cupcakes — 476 Ratings', 'Cream Cheese-Filled Cupcakes — 452 Ratings', 'Chocolate Zucchini Cupcakes — 211 Ratings', 'Chocolate Cupcakes with Caramel Frosting — 85 Ratings', 'Black Bottom Cupcakes — 883 Ratings', "Grandma Gudgel's Black Bottom Cupcakes — 149 Ratings", 'Chocolate Frosting with Cocoa Powder — 748 Ratings', 'Cream Cheese Frosting — 5,088 Ratings', 'Cheese Filling — 97 Ratings', 'Creamy Chocolate Cupcakes — 25 Ratings', 'Raspberry White Chocolate Buttercream Cupcakes — 46 Ratings', 'Spider Cupcakes — 91 Ratings', 'Creamy Chocolate Frosting — 2,440 Ratings', 'Ghirardelli® Dark Chocolate Cupcakes — 62 Ratings']
{
"explanation": "**Clicking on recipe link**\n\nI need to click on the \"Easy Moist Chocolate Cupcakes\" recipe link. There's a specific link in the ARIA tree that has the id of 306. So, it makes sense to click on the element with that id. I’ll use functions.ClickTool with id 306 for this. After that, I'll report back with the results. Let's go ahead and perform that tool call!",
"performed_steps": [
{
"name": "Click on the \"Easy Moist Chocolate Cupcakes\" recipe link",
"tools": [
"ClickTool(id='306')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/17377/chocolate-cupcakes/. You navigated from a general search results view to a specific recipe page for Easy Moist Chocolate Cupcakes. The page header and broad site navigation were trimmed down, with a new close/save banner and a concise recipe-focused layout. Content changes center on replacing the results list with a full recipe detail: title, gallery/images, rating, meta, descriptive paragraph, ingredients, directions, tips, editor notes, and interactive actions (Save Recipe, Rate, Print, Share). A new “You’ll Also Love” recommendations section appears, featuring multiple related chocolate cupcakes with thumbnails and rating counts, while many of the previous navigation/header elements are removed or moved to the side content."
}Easy Moist Chocolate Cupcakes Prep Time: 15 mins Cook Time: 15 mins Total Time: 30 mins Ratings: 1,209 ratings Reviews: 947 REVIEWS
Driver python-1772323388 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772323388 Token usage statistics: - Total: 90888 tokens (87182 input, 3706 output) - Cached: 0 tokens (0 input, 0 output)






Chrome driver started successfully (driver_id: python-1772323536) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. The page was expanded from a single focused root region into a full homepage structure with a header, main content, and footer. A complete navigation experience was added, including a skip-to-content link, a prominent header menu with sections (DINNERS, MEALS, INGREDIENTS, etc.), a search interface, social/follow sections, and a large content area featuring trending, popular recipes, and “MyRecipes” style interactions. Key content changes include: a rich content tree under the header and navigation with multiple interactive controls (search boxes, buttons, and links), numerous recipe cards and categories, and a comprehensive footer/credits section with policy and subscription options. Note a few stray extra RootWebArea nodes at the end appear to be accidental duplicates."
}Error: Message: element not interactable (Session info: chrome=145.0.7632.117); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x00000001051bd6b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x00000001051b5a50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x0000000104c92370 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74924 3 chromedriver 0x0000000104cd3528 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 341604 4 chromedriver 0x0000000104cd125c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332696 5 chromedriver 0x0000000104d1a620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 6 chromedriver 0x0000000104ccfb9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 7 chromedriver 0x000000010517c680 cxxbridge1$str$ptr + 2861308 8 chromedriver 0x000000010517fdd4 cxxbridge1$str$ptr + 2875472 9 chromedriver 0x0000000105161a7c cxxbridge1$str$ptr + 2751736 10 chromedriver 0x0000000105180658 cxxbridge1$str$ptr + 2877652 11 chromedriver 0x0000000105151ffc cxxbridge1$str$ptr + 2687608 12 chromedriver 0x00000001051a4d78 cxxbridge1$str$ptr + 3026932 13 chromedriver 0x00000001051a4ef4 cxxbridge1$str$ptr + 3027312 14 chromedriver 0x00000001051b56a8 cxxbridge1$str$ptr + 3094820 15 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 16 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=chocolate+chip+cookies",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=chocolate+chip+cookies')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=chocolate+chip+cookies. The UI shifted from a broad Allrecipes homepage layout to a focused search-results experience for “chocolate chip cookies.” The header/navigation is restructured to show a header with a search box and a compact navigation list, and the content area now centers on the search results rather than a giant homepage deck. Key changes include a new main area displaying a results title, a search module with a clear search field and a couple of action buttons, and a long list of recipe result items (each with image, title, category tag, and a Save Recipe button). A dedicated search results pagination control appears at the bottom of the results, and the footer area is retained as a separate contentinfo section with standard site links and social follow options."
}['Best Chocolate Chip Cookies — 19,399 Ratings', 'Chocolate Chocolate Chip Cookies — 4,266 Ratings', 'Spumoni Chocolate Chip Cookies — 105 Ratings', 'Absolutely the Best Chocolate Chip Cookies — 1,544 Ratings', 'Chewy Peanut Butter Chocolate Chip Cookies — 1,930 Ratings', 'Banana Chocolate Chip Cookies — 675 Ratings', 'Double Chocolate Chip Cookies — 318 Ratings', 'Pumpkin Chocolate Chip Cookies — 1,867 Ratings', 'Easy Peanut Butter Chocolate Chip Cookies — 210 Ratings', "Anna's Chocolate Chip Cookies — 1,555 Ratings", 'Outrageous Chocolate Chip Cookies — 2,937 Ratings', 'Best Big, Fat, Chewy Chocolate Chip Cookie — 12,656 Ratings', "Mom's Chocolate Chip Cookies — 1,368 Ratings", 'Toffee Chocolate Chip Cookies — 122 Ratings', "Felix K.'s 'Don't even try to say these aren't the best you've ever eaten, because they are' Chocolate Chip Cookies — 681 Ratings", '5-Ingredient Easy Chocolate Chip Cookies — 124 Ratings', 'Salted Caramel Chocolate Chip Cookies — 105 Ratings', 'Yogurt Chocolate Chip Cookies — 298 Ratings', 'Giant Chocolate Chip Cookies — 121 Ratings', "Chef John's Chocolate Chip Cookies — 230 Ratings", 'The Perfect Chocolate Chip Cookie — 281 Ratings', 'Neiman Marcus Chocolate Chip Cookie — 283 Ratings', 'Ultimate High-Altitude Chocolate Chip Cookies — 367 Ratings', "Ashley's Chocolate Chip Cookies — 460 Ratings"]
{
"explanation": "**Clicking on cookie link**\n\nI need to find and click on the \"Best Chocolate Chip Cookies\" link. I've spotted it in the ARIA tree, and it has the id 306. So, my action here will be to click the element with that specific id. I'll use functions.ClickTool with id 306 for this. It feels straightforward since I'm just using a single tool for the task. Let’s proceed with that!",
"performed_steps": [
{
"name": "Click on the \"Best Chocolate Chip Cookies\" recipe link",
"tools": [
"ClickTool(id='306')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/10813/best-chocolate-chip-cookies/. You opened a specific recipe from the search results, and the page largely shifted from a generic results view to a detailed recipe experience. The header/search chrome remains, but the main content metamorphosed into a full recipe article with multimedia, metadata, and actions. Key changes include: the results list was replaced with a dedicated recipe header (Best Chocolate Chip Cookies) featuring images, ratings, reviews, and basic stats; the page now includes a comprehensive recipe section with ingredients, steps, nutrition facts, tips, and a large collection of interactive controls (Save Recipe, Rate, Print, Share, I Made It, Jump to Nutrition). A new \"You’ll Also Love\"Recommendations area appears, and there are additional sections for community Q&A and user reviews, replacing the prior navigation-heavy Allrecipes header content."
}['Best Chocolate Chip Cookies', 4.6, '19,399 ratings', '14,841 REVIEWS', '1 cup butter, softened', '1 cup white sugar', '1 cup packed brown sugar', '2 large eggs', '2 teaspoons vanilla extract', '1 teaspoon baking soda', '2 teaspoons hot water', '½ teaspoon salt', '3 cups all-purpose flour', '2 cups semisweet chocolate chips', '1 cup chopped walnuts']
Driver python-1772323536 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772323536 Token usage statistics: - Total: 91920 tokens (88568 input, 3352 output) - Cached: 0 tokens (0 input, 0 output)






Chrome driver started successfully (driver_id: python-1774017408) Model: azure_openai/gpt-5-nano
{
"explanation": "**Executing script for search**\n\nI'm looking to write a script that sets a search query for \"Fried Fish.\" First, I need to find the input field, using either the 'search' type or the name \"q.\" Once I have that, I’ll set the value and submit the form. If there’s no form, I’ll try to click a submit button instead. To do this, I’ll make use of two tool calls: NavigateToUrlTool followed by ExecuteJavascriptTool. Let’s get going!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/ and search for \"Fried Fish\"",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. The page evolved from a minimal root region to a full, navigable Allrecipes homepage with a complete accessibility tree. The new structure introduces a header/navigation, a main content area with multiple content sections (Trending Now, Fresh Picks, What We’re Loving Right Now, Our People, etc.), and a footer/contentinfo region, making the entire site keyboard and screen-reader friendly. Key changes include an expanded header with a searchable site bar, primary nav items (DINNERS, MEALS, INGREDIENTS, etc.), and numerous interactive controls (Search text boxes, search buttons, newsletter button, various links and save-recipe buttons). The content sections now present rich, labeled regions and lists (Trending Now, Fresh Picks, Seasonal Celebrations, Follow Us, Ed. leadership, etc.), along with numerous image and label pairings to aid navigation and context for screen readers."
}Error: Message: element not interactable (Session info: chrome=146.0.7680.80); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x00000001012eea80 cxxbridge1$str$ptr + 3158700 1 chromedriver 0x00000001012e6b08 cxxbridge1$str$ptr + 3126068 2 chromedriver 0x0000000100dbb528 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74528 3 chromedriver 0x0000000100dfc798 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 341392 4 chromedriver 0x0000000100dfa4cc _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332484 5 chromedriver 0x0000000100e422f0 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 626920 6 chromedriver 0x0000000100df8fc8 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 327104 7 chromedriver 0x00000001012ad29c cxxbridge1$str$ptr + 2890440 8 chromedriver 0x00000001012b098c cxxbridge1$str$ptr + 2904504 9 chromedriver 0x0000000101292648 cxxbridge1$str$ptr + 2780788 10 chromedriver 0x00000001012b1210 cxxbridge1$str$ptr + 2906684 11 chromedriver 0x000000010128304c cxxbridge1$str$ptr + 2717816 12 chromedriver 0x00000001012d5c78 cxxbridge1$str$ptr + 3056804 13 chromedriver 0x00000001012d5df4 cxxbridge1$str$ptr + 3057184 14 chromedriver 0x00000001012e6760 cxxbridge1$str$ptr + 3125132 15 libsystem_pthread.dylib 0x000000018e78fc08 _pthread_start + 136 16 libsystem_pthread.dylib 0x000000018e78aba8 thread_start + 8
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL. I can use the NavigateToUrlTool for this. Since we only need a single tool, there's no need to use multi_tool_use here. I’ll just call the NavigateToUrlTool directly with the URL. After that, it’ll be good to confirm that everything worked as expected. Alright, let’s perform this task!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=fried+fish",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=fried+fish')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=fried+fish. The interface moved from a broad Allrecipes homepage to a focused search results view for fried fish. The root area now shows a dedicated results layout rather than a large navigation-heavy homepage. Key changes include a header with an active search box prefilled with \"fried fish,\" a list of fish recipes with images and per-item actions (eg. Save Recipe), and a pagination control for navigating results. The contentinfo area was slimmed to include a homepage link, a Newsletters button, social follow links, and a compact footer with standard site links, replacing the prior expansive header/footer structure."
}['Crispy Fried Fish — 152 Ratings', "Jeannie's Kickin' Fried Fish — 151 Ratings", 'Air-Fried Crumbed Fish — 146 Ratings', 'Crispy Fish — 276 Ratings', 'Unbelievable Fish Batter — 555 Ratings', 'Classic Fish and Chips — 363 Ratings', 'Cajun Compromise Catfish — 50 Ratings', 'Beer Batter — 332 Ratings', 'Beer Batter Fish Made Great — 764 Ratings', 'Marinated Fried Fish — 17 Ratings', 'Easy Pan-Fried Fish Fillet — 9 Ratings', 'Fried Fish Tacos with Chipotle-Lime Salsa — 3 Ratings', 'Crispy Fried Smelts — 26 Ratings', "Air-Fried Crispy Fish Po' Boys with Chipotle Slaw — 13 Ratings", 'Persian Fried Fish with Saffron and Turmeric — 1 Rating', 'Mahi Sorkh Shodeh (Persian Fried Fish) — 2 Ratings', 'Oat Crusted Fish — 69 Ratings']
{
"explanation": "",
"performed_steps": [
{
"name": "Click on the \"Crispy Fried Fish\" recipe link",
"tools": [
"ClickTool(id='306')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/42814/crispy-fried-fish/. Navigated from a generic Allrecipes results view to a specific Crispy Fried Fish Recipe page. The page is now centered around a single recipe with an article-like structure instead of a product of many links. Key content changes include replacing the previous search/menu chrome and Allrecipes header navigation with the recipe detail content: a large recipe title, image gallery, metadata (rating, reviews, photos), an ingredients and directions section with interactive controls (serving size, nutrition, print/save/share), and a comprehensive review area. The “You’ll Also Love” recommendations appear below, featuring numerous related recipes with ratings, plus a simplified pagination that was removed from the results list."
}{
"explanation": "**Preparing to expand nutrition label**\n\nI need to click on \"Full Nutrition Label\" to expand it. In the ARIA tree, I see a generic element with id 675 that has the Nutrition Facts header and a LayoutTable. There’s also a button with id 713 that says \"Show Full Nutrition Label.\" The user requested \"Full Nutrition Label,\" but the button text is slightly different. I’ll click the button with id 713 because it leads to what the user wants. I'll use functions.ClickTool for this. Let's proceed!",
"performed_steps": [
{
"name": "Click on \"Full Nutrition Label\" to expand or view the full nutrition information",
"tools": [
"ClickTool(id='713')"
]
}
],
"changes": "URL did not change. Navigation stayed on the same recipe page but the header area got streamlined and new actions were added. The page now marks the recipe page as focused, and a new Main menu button appears near the top along with a Save Recipe and Rate It action to facilitate quick interactions. Content changes include replacing the old header/navigation group with a simplified set of quick actions (Save Recipe, Rate It) and a reworked link area showing “Go to MyRecipes / My Saves” with a small image. The nutrition section was expanded: the Show Full Nutrition Label button becomes Hide Full Nutrition Label and a full nutrition table with servings, calories, fat, cholesterol, sodium, carbs, fiber, sugars, protein, vitamins/minerals, plus daily value notes, is now presented along with explanatory paragraphs."
}['Servings Per Recipe 4', 'Calories 634', 'Total Fat 24g (31%)', 'Saturated Fat 3g (17%)', 'Cholesterol 95mg (32%)', 'Sodium 833mg (36%)', 'Total Carbohydrate 69g (25%)', 'Dietary Fiber 1g (5%)', 'Total Sugars 5g', 'Protein 29g (57%)', 'Vitamin C 10mg (11%)', 'Calcium 35mg (3%)', 'Iron 15mg (83%)', 'Potassium 563mg (12%)']
Driver python-1774017408 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1774017408 Token usage statistics: - Total: 99713 tokens (95507 input, 4206 output) - Cached: 17087 tokens (16830 input, 257 output)






Chrome driver started successfully (driver_id: python-1774017588) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to use the NavigateToUrlTool to access the specified URL. After that, I'll simply report back that I'm done, with no extra details needed. It might be a good idea to confirm that the page has loaded properly before responding. So, I'll call the tool and then let the user know once everything is confirmed. It's a straightforward task, but I want to ensure everything goes smoothly!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. The UI expanded from a minimal root to a full, content-rich Allrecipes homepage structure. A header navigation with search, menus (DINNERS, MEALS, INGREDIENTS, etc.), and a skip-to-content link was introduced, plus a large banner area with menu items and a Close menu control. The main content now includes numerous content sections (Trending Now, Fresh Picks, What We're Loving Right Now, Our People, editors/contributors, seasonal topics, and popular searches) with rich card-like entries, images, and Save Recipe actions. A comprehensive footer/contentinfo area with social links, footer navigation, and legal/privacy links was added as well, along with repeated RootWebArea wrappers at the end."
}Error: Message: element not interactable (Session info: chrome=146.0.7680.80); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x00000001013baa80 cxxbridge1$str$ptr + 3158700 1 chromedriver 0x00000001013b2b08 cxxbridge1$str$ptr + 3126068 2 chromedriver 0x0000000100e87528 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74528 3 chromedriver 0x0000000100ec8798 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 341392 4 chromedriver 0x0000000100ec64cc _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332484 5 chromedriver 0x0000000100f0e2f0 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 626920 6 chromedriver 0x0000000100ec4fc8 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 327104 7 chromedriver 0x000000010137929c cxxbridge1$str$ptr + 2890440 8 chromedriver 0x000000010137c98c cxxbridge1$str$ptr + 2904504 9 chromedriver 0x000000010135e648 cxxbridge1$str$ptr + 2780788 10 chromedriver 0x000000010137d210 cxxbridge1$str$ptr + 2906684 11 chromedriver 0x000000010134f04c cxxbridge1$str$ptr + 2717816 12 chromedriver 0x00000001013a1c78 cxxbridge1$str$ptr + 3056804 13 chromedriver 0x00000001013a1df4 cxxbridge1$str$ptr + 3057184 14 chromedriver 0x00000001013b2760 cxxbridge1$str$ptr + 3125132 15 libsystem_pthread.dylib 0x000000018e78fc08 _pthread_start + 136 16 libsystem_pthread.dylib 0x000000018e78aba8 thread_start + 8
Error: Message: move target out of bounds (Session info: chrome=146.0.7680.80) Stacktrace: 0 chromedriver 0x00000001013baa80 cxxbridge1$str$ptr + 3158700 1 chromedriver 0x00000001013b2b08 cxxbridge1$str$ptr + 3126068 2 chromedriver 0x0000000100e87528 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74528 3 chromedriver 0x0000000100f160d8 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 659152 4 chromedriver 0x0000000100f0e2f0 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 626920 5 chromedriver 0x0000000100ec4fc8 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 327104 6 chromedriver 0x000000010137929c cxxbridge1$str$ptr + 2890440 7 chromedriver 0x000000010137c98c cxxbridge1$str$ptr + 2904504 8 chromedriver 0x000000010135e648 cxxbridge1$str$ptr + 2780788 9 chromedriver 0x000000010137d210 cxxbridge1$str$ptr + 2906684 10 chromedriver 0x000000010134f04c cxxbridge1$str$ptr + 2717816 11 chromedriver 0x00000001013a1c78 cxxbridge1$str$ptr + 3056804 12 chromedriver 0x00000001013a1df4 cxxbridge1$str$ptr + 3057184 13 chromedriver 0x00000001013b2760 cxxbridge1$str$ptr + 3125132 14 libsystem_pthread.dylib 0x000000018e78fc08 _pthread_start + 136 15 libsystem_pthread.dylib 0x000000018e78aba8 thread_start + 8
{
"explanation": "I need to navigate to a URL using the NavigateToUrlTool. After that, I'll just confirm that the navigation is successful and there won't be any further interaction needed. Since it's only one tool, I don't think I need to use multi_tool_use here. I’ll directly call the NavigateToUrlTool with the URL and then craft a final message to let the user know we've successfully proceeded. Let’s move forward!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=chicken+breast+quinoa",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=chicken+breast+quinoa')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=chicken+breast+quinoa. The UI was redesigned from a full homepage navigation to a focused search-results experience. The header/menu section was streamlined: a simple header with a Visit homepage link remains, but the large multi-level mega-menu and footer navigation were mostly removed or simplified, and new top-level items like ABOUT US and GET THE MAGAZINE appear in the header area. The main content changes to a results-driven layout: the page now shows a clear “Search Results For” heading, a search bar prefilled with the query chicken breast quinoa, and a grid/list of recipe results (with images, categories, and rating counts). A new pagination control labeled Search results pagination was added, and a traditional footer/content-info block with standard links remains, replacing the prior expansive consumer-education sections."
}['Slow Cooked Chicken Stew', 'Chicken with Quinoa and Veggies', 'Peanut Butter Chicken', 'Blackened Chicken with Avocado Cream Sauce', 'Mediterranean Quinoa Salad', 'Pad Thai Quinoa Bowl', 'Buddha Bowl Recipe', 'Mexican Chicken Quinoa Salad', 'Quinoa with Butternut Squash, Chicken, and Goat Cheese', 'Greek Chicken Quinoa Bowl', 'Chicken and Quinoa Paella', 'Asian Breakfast Stir-Fry', 'Instant Pot® Chicken Quinoa Tortilla Soup', 'Instant Pot® Chicken and Quinoa Soup', 'Chicken Quinoa Soup', 'Quinoa and Arugula Salad with Chicken', 'Greek Chicken Quinoa Bowl', 'Chicken and Quinoa Paella', 'Asian Breakfast Stir-Fry', 'Instant Pot® Chicken Tortilla Soup', '13 Best Clean Eating Chicken Recipes', 'Chicken Escabeche', '24 Clean Eating Recipes to Make You a Lean, Mean, Clean-Eating Machine', 'Zucchini Soup', '15 Essential Pantry Ingredients for Effortless Summer Dinners']
{
"explanation": "**Clicking on recipe link**\n\nI need to click on the \"Mexican Chicken Quinoa Salad\" recipe link. There’s a specific link in the main search results identified by its ID, which is 584. So, I'll use the ClickTool function to interact with that element. My reasoning here is straightforward: I want to make sure I’m selecting the correct link before proceeding. After I perform the tool call, I should respond with a confirmation that I clicked the link. Let's do this!",
"performed_steps": [
{
"name": "Click on the \"Mexican Chicken Quinoa Salad\" recipe link",
"tools": [
"ClickTool(id='584')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/242062/mexican-chicken-quinoa-salad/. Navigated from a generic search results page to a specific recipe detail view. The UI text now centers on Mexican Chicken Quinoa Salad, with a full recipe layout instead of a results list. Key content changes include replacing the Allrecipes header/navigation and search area with a recipe-focused header and hero content, expanding into image galleries, rating and review blocks, ingredients and directions, nutrition facts, and community interactions (reviews, “Ask the Community,” etc.). The previous long list of related links and pagination has been condensed into a “You’ll Also Love” section featuring multiple related recipes, while the broad search/brand navigation was removed from the main flow."
}['20 mins', '20 mins', '45 mins']
['Mexican Chicken Quinoa Salad', 'A quick and easy way to make a delicious healthy meal!', 'Ingredients:', '1 cup water', '½ cup quinoa', '1 package taco seasoning mix, divided', '2chicken breasts, cut into small cubes', '1 teaspoon butter', '1avocado, peeled and chopped', '½red onion, chopped', '2 stalks celery, chopped', '1 cup chopped spinach', '1carrot, chopped', '½red bell pepper, chopped', '½yellow bell pepper, chopped', '⅓cucumber, chopped', '2jalapeno peppers, seeded and chopped', '½ cup salsa', 'Servings: 4']
Driver python-1774017588 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1774017588 Token usage statistics: - Total: 122884 tokens (119542 input, 3342 output) - Cached: 34105 tokens (33666 input, 439 output)







Chrome driver started successfully (driver_id: python-1772324184) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=chocolate+dessert&prep_time=under+30+minutes",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=chocolate+dessert&prep_time=under+30+minutes')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=chocolate+dessert&prep_time=under+30+minutes. User navigated from a generic page into a full Allrecipes search results view for “chocolate dessert.” The UI now exposes a complete site chrome: a header with navigation and search, a skip-to-content link, newsletter and social links, and a footer with global links. Key content changes include a detailed results area listing many chocolate dessert recipes with images, ratings, and Save Recipe buttons, plus pagination controls. The main area also includes a search widget and repeated header/footer/navigation structures, turning the previous minimal root into a rich, navigable results page."
}['Chocolate Éclair Dessert - 1,578 Ratings', 'Pumpkin Chocolate Dessert Cake - 178 Ratings', 'Ultimate Chocolate Dessert - 135 Ratings', 'Banana Chocolate Chip Dessert - 308 Ratings', 'Easy Chocolate Mousse - 99 Ratings', 'Hot Fudge Sauce - 153 Ratings', 'Chocolate Mint Dessert Brownies - 324 Ratings', 'Death By Chocolate Trifle - 286 Ratings']
{
"explanation": "**Executing click action**\n\nI need to click on the Chocolate Éclair Dessert link from the ARIA tree. The link has an ID of \"306\" and is focusable, so I should proceed with that. My next steps are clear: I'll choose element 306 and then perform the tool call using functions.ClickTool with that ID. There's no need to use parallel actions here, so I'll just focus on executing this step smoothly!",
"performed_steps": [
{
"name": "Click on the \"Chocolate Éclair Dessert\" recipe link",
"tools": [
"ClickTool(id='306')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/19009/chocolate-eclair-dessert/. Chocolate Dessert page opened. The Allrecipes search results view was replaced with a detailed Chocolate Éclair Dessert Recipe page, and the root area now marks the recipe as focused. The header navigation and broad site chrome were trimmed away, and the main content now centers on the recipe: a title, image gallery, summary, author/time info, ingredients, directions, nutrition facts, and a robust reviews section. Key content changes include a full recipe layout with time, servings, ingredients list, step-by-step directions with photos, and a “You’ll Also Love” carousel of related chocolate/dessert recipes. The previous global header menu, login/magazine links, and search controls were removed, and pagination controls for search results were dropped in favor of a focused single-recipe view."
}['Chocolate Éclair Dessert', 4.8, '15 mins', '2 hrs 15 mins', '1,262 REVIEWS']
['2 individual packages graham crackers', '3 cups cold milk', '2 (3 ounce) packages instant vanilla pudding mix', '1 (8 ounce) container frozen whipped topping, thawed', '1 (16 ounce) package prepared chocolate frosting']
['Step 1 Gather all ingredients.', 'Step 2 Line the bottom of a 9x13-inch pan with a single layer of graham crackers.', 'Step 3 Combine cold milk and pudding in a large bowl; whisk briskly for 2 minutes.', 'Step 4 Mix whipped topping into pudding mixture until combined.', 'Step 5 Spread 1/2 of the pudding mixture over graham cracker layer.', 'Step 6 Top with another layer of graham crackers. Cover with remaining pudding. Top with a final layer of graham crackers.', 'Step 7 Frost the top layer with chocolate frosting.', 'Step 8 Refrigerate for at least 2 hours before serving. This will allow graham crackers time to soften.']
Driver python-1772324184 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772324184 Token usage statistics: - Total: 70831 tokens (68477 input, 2354 output) - Cached: 0 tokens (0 input, 0 output)

Chrome driver started successfully (driver_id: python-1772386787) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. I'll provide the URL and then respond with a confirmation once the navigation is successful. There's no need to run multiple actions in parallel; I can focus on this one tool call. After that, I'll acknowledge that I've successfully navigated. Alright, let's get this done!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. The UI was expanded from a minimal root to a full homepage layout with header, navigation, and content areas. The after diff adds a complete site shell: a visible banner with skip-to-content, header navigation (DINNERS, MEALS, INGREDIENTS, etc.), a search UI, and a large main article area with multiple content blocks (Latest, Trending Now, Thinking of Spring, Seasonal Picks, and Home/People sections), plus a social/Follow Us area and a rich footer. In addition to these content blocks, interactive elements such as search controls, menu close button, login/magazine actions, and various “Save Recipe” and “View Recipe” controls appear throughout, transforming the page into a richly navigable Allrecipes homepage. A few extra empty RootWebArea nodes at the end suggest additional focusable regions were added or duplicated, but the primary user-visible change is the introduction of a complete, accessible homepage structure."
}Error: Message: element not interactable (Session info: chrome=145.0.7632.117); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x00000001034156b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x000000010340da50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x0000000102eea370 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74924 3 chromedriver 0x0000000102f2b528 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 341604 4 chromedriver 0x0000000102f2925c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332696 5 chromedriver 0x0000000102f72620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 6 chromedriver 0x0000000102f27b9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 7 chromedriver 0x00000001033d4680 cxxbridge1$str$ptr + 2861308 8 chromedriver 0x00000001033d7dd4 cxxbridge1$str$ptr + 2875472 9 chromedriver 0x00000001033b9a7c cxxbridge1$str$ptr + 2751736 10 chromedriver 0x00000001033d8658 cxxbridge1$str$ptr + 2877652 11 chromedriver 0x00000001033a9ffc cxxbridge1$str$ptr + 2687608 12 chromedriver 0x00000001033fcd78 cxxbridge1$str$ptr + 3026932 13 chromedriver 0x00000001033fcef4 cxxbridge1$str$ptr + 3027312 14 chromedriver 0x000000010340d6a8 cxxbridge1$str$ptr + 3094820 15 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 16 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "**Navigating to URL**\n\nI need to perform the navigation to the specified URL. I'll use the tool for this, calling it as functions.NavigateToUrlTool with the given URL. Once that’s done, I should respond with a confirmation to let the user know that it was successful. At this point, there aren’t any additional steps required, so I'll focus on carrying that out smoothly.",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=Easy+Vegetarian+Spinach+Lasagna",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=Easy+Vegetarian+Spinach+Lasagna')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=Easy+Vegetarian+Spinach+Lasagna. User opened a specific search results page for a recipe (Easy Vegetarian Spinach Lasagna) rather than the broad homepage. The after-state replaces the sprawling homepage navigation with a streamlined header and a dedicated main area showing a search results heading, a search control prefilled with the current query, and a list of LASAGNA RECIPES entries (each with ratings, images, and a Save Recipe button). Additionally, a pagination control labeled as a search results pagination list is added to navigate pages, and the contentinfo/footer area is simplified but still includes brand and social links. Overall content is focused on the recipe results, reducing the previous large catalog and editorial sections."
}{
"explanation": "**Clicking on recipe link**\n\nI need to click on the \"Easy Vegetarian Spinach Lasagna\" recipe link found in the search results. The ARIA tree indicates that it has a generic id of 262 and that the link is focusable, with id 263. So, I should opt for element 263 and perform a single tool call using functions.ClickTool with id 263. After that, I’ll report that it’s done. Let’s move ahead!",
"performed_steps": [
{
"name": "Click on the \"Easy Vegetarian Spinach Lasagna\" recipe link in the search results",
"tools": [
"ClickTool(id='263')"
]
}
]
}Error: Message: tab crashed (Session info: chrome=145.0.7632.117)
Driver python-1772386787 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772386787 Token usage statistics: - Total: 59577 tokens (58808 input, 769 output) - Cached: 0 tokens (0 input, 0 output)
Chrome driver started successfully (driver_id: python-1772386846) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. I’ll perform a single tool call, making it straightforward. There's no need to use multi_tool_use.parallel, so I’ll just call functions.NavigateToUrlTool and provide the URL string directly. After that, I’ll confirm that the navigation is complete in my final response. It shouldn’t be too complicated, and I’m looking forward to getting this done!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/recipe/24831/easy-vegetarian-spinach-lasagna/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/recipe/24831/easy-vegetarian-spinach-lasagna/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/24831/easy-vegetarian-spinach-lasagna. A not-found navigation page was loaded, replacing the previous mostly empty root with a full 404 layout. The UI now presents a complete site chrome: a banner with skip-to-content, a header menu (including a large navigation with sections like DINNERS, MEALS, INGREDIENTS, etc.), and a content area explaining the 404 error. Key content changes include a search interface in the header, a Newsletters call-to-action, a “Follow Us” social links block, and a comprehensive footer with multiple link groups (About Us, Privacy, Magazine, and privacy options). The main area displays a 404 message and guidance to use the menu or search, along with a visual 404 image."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=easy+vegetarian+spinach+lasagna",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=easy+vegetarian+spinach+lasagna')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=easy+vegetarian+spinach+lasagna. The interface was upgraded from a 404 \"Page Not Found\" view to a full recipe search results page. The header and navigation were expanded to include a search control, site branding, and a rich header menu, replacing the minimal 404 chrome. Key content changes include a large results area listing multiple lasagna recipes with thumbnails, ratings, and Save Recipe actions, plus a dedicated search box prefilled with the current query. A new pagination control was added under the results, and the contentinfo/footer region now contains site-wide links, social follow options, and legal/about items, replacing the prior sparse footer. Overall, the page now presents an interactive results experience instead of an error placeholder."
}['Easy Vegetarian Spinach Lasagna', 'Easy Spinach Lasagna with White Sauce', 'Simple Spinach Lasagna', '15 Meatless Pasta Recipes for Lent', '5 Easy Tips to Make the Best Lasagna', '15 Comforting Meatless Lasagna Recipes', 'Our 15 Best Lasagna Recipes of All Time', '11 Turkey Alternatives to Try This Thanksgiving', '13 Kid-Friendly Lenten Recipes to Fill Up the Whole Family', '12 Vegetable Pasta Dinners', '11 Top Italian Comfort Food Recipes That Are Totally Vegetarian', '17 Classic Comfort Food Recipes Get a Meatless Makeover', 'Our 12 Best Vegetarian Casseroles', '15 Vegetarian Recipes That Kids Will Love', '23 Ridiculously Creamy Ricotta Pasta Recipes', '16 Dump-And-Simmer Soups for Your Laziest Winter Nights', '5 Super Satisfying Plant-Based Meals', '10 Slow Cooker Main Dishes Paired with Simple Sides', '17 Meatless Dinner Ideas To Satisfy Every Appetite', '6 Eggplant Lasagna Recipes That Go Low Carb with No Noodles', 'Save Time and Eat Great with a DIY Dinner Swap', '15 Vegetarian Recipes for Diehard Meat Lovers', '20 Meatless Monday Ideas That Everyone Will Love', "I Tried Melissa Joan Hart's Family Casserole Recipe—I Can See Why It's a Favorite"]
{
"explanation": "**Clicking on a link**\n\nI need to click on the first result for \"Easy Vegetarian Spinach Lasagna.\" In the ARIA tree, I've identified the link under main 303 and generic 304, which has the name \"Easy Vegetarian Spinach Lasagna\" and ID 306. Since it's focusable, my next step is to use the ClickTool function with that ID. No need for parallel processing here. Let's make that tool call to access the recipe!",
"performed_steps": [
{
"name": "Click on the \"Easy Vegetarian Spinach Lasagna\" recipe link (the first result)",
"tools": [
"ClickTool(id='306')"
]
}
]
}Error: Message: tab crashed (Session info: chrome=145.0.7632.117)
Driver python-1772386846 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772386846 Token usage statistics: - Total: 20651 tokens (19291 input, 1360 output) - Cached: 0 tokens (0 input, 0 output)
Chrome driver started successfully (driver_id: python-1772386911) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to use the NavigateToUrlTool to get to the specified URL. First, I'll perform the tool call with the correct URL. After that, I should respond with a confirmation that I've navigated there. There's no need to do this in parallel since it's a straightforward step. Once I have confirmation, I can think about what the next steps might be. Let’s just get started with the navigation!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=easy+vegetarian+spinach+lasagna",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=easy+vegetarian+spinach+lasagna')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=easy+vegetarian+spinach+lasagna. A simple root area was replaced with a full, populated search results page for the query “easy vegetarian spinach lasagna.” The new UI introduces a complete header with navigation, a prominent skip-to-content link, and a multi-section banner, along with an expanded main area showing a list of recipe results (each with images, titles, and Save Recipe buttons) and a pagination control. Content-rich changes include a dedicated search box in the header and on the page, a long list of recipe items (with many related categories and imagery), a Newsletters/Footers area, and a footer with multiple informational links. Overall, the page shifts from a bare root to a feature-complete results layout with navigation, search, content, and footer elements."
}NOOP
Accessibility Tree:
<RootWebArea name="[easy vegetarian spinach lasagna] Results from Allrecipes" id="1" focusable="True">
<generic id="3">
<image id="4" />
<banner id="5">
<link id="6" focusable="True">SKIP TO CONTENT</link>
<link name="Visit ' homepage" id="14" focusable="True">
<generic id="15">Allrecipes</generic>
<image id="18" />
</link>
<generic id="20">
<list id="21">
<listitem id="22" level="1">
<generic id="31">
<search id="32">
<LabelText id="34">Search the site</LabelText>
<textbox name="Search the site" id="39" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="True" labelledby="">
<generic id="41" editable="plaintext">easy vegetarian spinach lasagna</generic>
</textbox>
<button name="Click to search" id="44" invalid="false" focusable="True">
<image id="45" />
</button>
</search>
<generic id="47" />
</generic>
</listitem>
<listitem id="49" level="1">
<button id="50" focusable="True">Newsletters</button>
</listitem>
<listitem id="53" level="1">
<link id="54" focusable="True">Sweepstakes</link>
</listitem>
<listitem id="57" level="1">
<link name="Go to MyRecipes" id="58" focusable="True">
<image id="59" />
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"explanation": "**Executing JavaScript for href**\n\nI need to execute JavaScript to get the href attribute of the first link named \"Easy Vegetarian Spinach Lasagna.\" I’ll use the tool specifically designed for executing JavaScript. \n\nThe script will check for the first anchor with the specified text and return its href. If that doesn't exist, it will look for an anchor matching certain conditions. \n\nThis should all be doable with a single tool call, so let’s proceed with that!",
"performed_steps": [
{
"name": "Execute JavaScript to get the href attribute of the first link named \"Easy Vegetarian Spinach Lasagna\" and return it: document.querySelector('a[data-tracking-id]')?.href or the first anchor containing the text \"Easy Vegetarian Spinach Lasagna\"",
"tools": [
"ExecuteJavascriptTool(script='(() => {\n const firstByDataTracking = document.querySelector('a[data-tracking-id]')?.href;\n if (firstByDataTracking) return firstByDataTracking;\n const a = Array.from(document.querySelectorAll('a'))\n .find(el => (el.textContent || '').trim() === 'Easy Vegetarian Spinach Lasagna' || (el.textContent || '').includes('Easy Vegetarian Spinach Lasagna'));\n return a?.href ?? null;\n})()')"
]
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],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}The page ARIA tree includes a link with the name Easy Vegetarian Spinach Lasagna (id=306) but does not provide an href or any JavaScript execution result for that link.
{
"explanation": "**Executing JS for recipe URL**\n\nI need to execute JavaScript on a webpage to find the link with the inner text 'Easy Vegetarian Spinach Lasagna' and set the `window._recipeUrl` to the href or 'not found.' I'll use the ExecuteJavascriptTool for this. I’ll provide the script as specified and then store the result. We'll run it in one go, and I’ll make sure to return the result, whether it’s the URL or 'not found.' Let's get started!",
"performed_steps": [
{
"name": "Execute this JavaScript and store the result: var link = Array.from(document.querySelectorAll('a')).find(a => a.innerText.trim() === 'Easy Vegetarian Spinach Lasagna'); window._recipeUrl = link ? link.href : 'not found'; return window._recipeUrl;",
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],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "",
"performed_steps": [
{
"name": "Execute JavaScript: return document.querySelector('a[href*=\"spinach-lasagna\"]')?.href",
"tools": [
"ExecuteJavascriptTool(script='return document.querySelector('a[href*=\"spinach-lasagna\"]')?.href')"
]
}
],
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<heading id="148" level="1">Easy Vegetarian Spinach Lasagna</heading>
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<generic id="164">4.6</generic>
<generic id="167">(116)</generic>
<generic id="170">84 REVIEWS</generic>
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<paragraph id="176">Satisfying layers of stretchy melted mozzarella, creamy ricotta, and spinach combine with sauce-coated lasagna noodles for the ultimate comfort food.</paragraph>
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<generic id="183">Submitted by<generic id="186">MOTTSBELA</generic>
<generic id="189">|</generic>
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<generic id="192">Updated on November 21, 2024</generic>
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<generic id="317">Prep Time:</generic>
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<generic id="324">Cook Time:</generic>
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<generic id="331">Additional Time:</generic>
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<listitem id="526" level="1">Step 1<paragraph id="532">Preheat the oven to 400 degrees F (200 degrees C). Spray a 1 1/2-quart casserole dish with cooking spray. Set aside.</paragraph>
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<listitem id="536" level="1">Step 2<paragraph id="542">Bring a large pot of lightly salted water to a boil. Place spinach in the water and boil until wilted and tender, about 2 minutes. Remove spinach with a slotted spoon, pressing out excess water. Set aside.</paragraph>
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<listitem id="547" level="1">Step 3<paragraph id="553">Cook lasagna in the same boiling water, stirring occasionally, until cooked through but firm to the bite, about 8 minutes. Drain.</paragraph>
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<listitem id="567" level="1">Step 5<paragraph id="573">Spread 1/4 cup pasta sauce on the bottom of the prepared casserole dish. Top with 3 lasagna noodles, 1/2 of the ricotta-egg mixture, and 1/4 cup pasta sauce. Repeat layers of 3 more noodles, 1/2 cup ricotta-egg mixture, and 1/4 cup pasta sauce. End with remaining 3 noodles and 1/4 cup pasta sauce. Sprinkle with remaining 1/2 cup shredded mozzarella cheese. Top with Parmesan cheese. Cover casserole with aluminum foil.</paragraph>
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<generic id="760">4.6 out of 5116 Ratings7437311347 home cooks made it!12/10/201284 Reviews06/08/2025Needs more flavorMight try again03/26/202512/23/2024A keeper!03/14/202410/01/202212/14/202108/06/202103/14/202102/22/2021<heading id="762" level="2">Reviews (84)</heading>
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<generic id="944">linda2d<image id="946" />
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<generic id="979">Made this for Recipe Group 12/7/12. I used a 9x9 dish and thought using 6 noodles would help since others said it was a little shy on sauce and/or ricotta. After boiling the noodles (whole wheat), I cut off the ends and used those for the middle layer and they fit perfectly. I ended up adding a splash of milk to the ricotta just to make it easier to spread and needed to double the sauce. I used my colander over the pasta to steam the spinach but it didn't get as done as I'd like so I could only mix half into the cheese blend and then split the rest between each layer. Overall this was pretty good with those two changes in amounts. If using all nine noodles I would need even more sauce and more filling. We got 4 servings with no sides and probably would have gotten 6 if we'd had something else on the table, even with 2/3 the pasta.</generic>
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<generic id="1027">08/10/201409/09/201304/18/202001/02/202102/21/202403/17/201704/29/202504/16/201601/19/201507/05/2019<generic id="1031">Michigan Mom<image id="1033" />
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<generic id="1062">This is one of my kids favorites for taste and mine for simplicity. I keep 9 noodles but use use almost 2 jars or 1 family size jar of sauce (which I season up a bit to my taste). Plus I use 15 oz ricotta, the 2cup bag of mozzarella (1 cup for the mix and one cup to spread on top) and finally 2 boxes of frozen spinach, which I microwave and squeeze the moisture out of. It comes together super fast, feeds a large family, is vegetarian but filling, and I feel like all together, they are getting a pretty healthy meal out of it.</generic>
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<generic id="1124">Read reviews and doubled the ricotta, sauce, egg and mozzarella. Used no-bake noodles and 2 (10oz) boxes of frozen chopped spinach; which I zapped in the micro 4 to 5 minutes (to save time and use less utensils) and also squeezed out all the liquid from the spinach. Baked in a 9x13 pan, covered, 30 minutes; uncovered and baked and additional 10 minutes. Let sit 10 to 15 minutes before serving. TURNED OUT GREAT.</generic>
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<generic id="1183">I used no-cook rice lasagna noodles and cooked it covered for one hour, then allowed to sit for 15 minutes. It was sufficiently browned without baking uncovered, but I felt it needed more sauce so I heated up additional sauce to ladle over served pieces. I expect the change was necessary as the no-cook noodles most likely took up more moisture. In the future, before cooking I will pour 1/2 C. water along edges of pan before baking. Also during prep, I added a little more sauce than recipe called for (maybe about 1/4 C.) and a generous 1/2 C. of ricotta</generic>
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<generic id="1245">Very simple and delicious lasagna! I made in a large casserole dish so I added more of everything, and rather than adding the spinach to the ricotta mixture, I steamed the spinach along with some squash and carrots, and added a layer of these 3 veggies on top of the ricotta mix layer. My usually carnivorous family loved it!</generic>
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<generic id="1304">I doubled the ricotta cheese and used 2 eggs instead of one. I also added sauted onion, green peppers, and mushrooms, along with a pinch of oregano and rosemary. I let it cook for 35 minutes covered and 30 minutes uncovered. It was so good. The leftovers were even better.</generic>
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<generic id="1359">I started by sauteeing a small chopped onion and a chopped red bell pepper in olive oil until softened, then added 2 tsp minced garlic from a jar, salt, pepper, and about 2 pounds of fresh spinach (add slowly as spinach cooks down). Let the spinach cool before adding it to the cold ingredients. I used 1/2 cup ricotta and a 16-oz. container of cottage cheese. I also used oven-ready noodles. Rave reviews for our Meatless Meal, and the leftovers were frozen for later.</generic>
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<generic id="1420">I decided this needed some more vegetable to bulk it up. I ended up adding onion, green and red pepper, mushrooms, zucchini, and yellow squash. I also used my own Italian seasoning blend on both the veggies and in the ricotta/spinach mix. I left out the nutmeg, because I'm not fond of it in a savory dish. I sautéed the veggies before adding them in, and I used oven-ready noodles, so the cooking time was a little shorter. I also used way more red sauce (no sugar added) and a lot more ricotta/spinach. Using the recipe amounts would have made very little, and I had 6 people to feed. Everyone loved the end result, even our picky eater (I made a section of the lasagna without spinach or mushrooms for them). It also works well as leftovers.</generic>
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<generic id="1488">I tried with the exact same recipe and it was lacking the flavor. So second time I made it, I double up the filling and the sauce and used only 6 lasagna noodles, added some sundried tomatoes between the layers, served with some drizzled truffle oil and it tasted fantastic! To make it look more appealing to me, I divided the sauce in half and added spinach only in one layer, so every layer has different color when you cut it.</generic>
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<generic id="1547">I made as directed except, I doubled the amount of filling and sauce and omitted the nutmeg because I thought I had some, but apparently did not. Also, since I don't have a steamer insert, I just rinsed the spinach well and put it in a large pot with a lid for about 3 minutes on high heat and squeezed the water out before adding to filling. I think the lasagna would definitely be a bit flat and sad with the amount of filling the recipe calls for, though it might be a decent option for those looking to cut calories. With the extra filling and sauce, it was quite tasty and easy to make. I didn't like it as well as my favorite traditional lasagna, but while this isn't exactly "diet food" it still is more diet friendly than the version I normally make that has much more cheese, in addition to all the meat. My dad who thinks food isn't worth eating if there's nothing that used to have a face in it, rated it as "better than I expected." Not the recipe I'd pull out for company, but a good solid option for when I want something a bit different. Next time I make it, I will try the nutmeg, add some salt and pepper to the spinach directly and make sure I taste the filling for seasoning before I add the egg.</generic>
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<generic id="1624">I generally read reviews before I try a new recipe and based on what I read, I sauteed a big bunch of mushrooms, onions and garlic in some olive oil, and used that as an additional layer in the lasagna. So it went noodles, cheese/spinach, onions/mushrooms, repeated. I also used alfredo sauce instead of a red sauce. We LOVED IT!!! I'll be making this again and again.</generic>
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<generic id="1739">Made this for my daughter and her family, they are vegetarian. The flavor was good, but I think the next time I make it I would add more marinara and perhaps some plant based “meat” to add to the flavor. On the plus side, my youngest granddaughter that doesn’t like lasagna, ate two helpings of it.</generic>
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<generic id="1895">It's great, you can add a lot more such as bell peppers, I use TVP. Texture vegetable protein. It's very cheap and healthy, I wonder if you can buy protein lasagna noodles? Probably by now. You do you.xoxo.</generic>
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<generic id="1947">Easy to make and very delicious.</generic>
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<generic id="2047">Delicious! I omitted the Parmesan cheese cuz I don’t like it and topped it with fresh slices of mozzarella it really elevated the dish. If you can use fresh instead of shredded on the top it makes a difference</generic>
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<generic id="2099">Great recipe!! However I use a full 32oz container of ricotta. 8oz is not nearly enough, no italian would approve of it lol. I also add a table spoon of garlic powder to the ricotta mixture as we are garlic freaks in my household. But otherwise the nutmeg really makes this recipe unique. My BF loves it everytime I make it for him.</generic>
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<generic id="2156">This recipe was great. I did add a little extra cheese to the top to cover it completely though. Also 25 minutes after covering might a been a little too much. I would recommend 20 minutes instead.</generic>
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}['Michigan Mom', '09/09/2013', '5 star', "This is one of my kids favorites for taste and mine for simplicity. I keep 9 noodles but use use almost 2 jars or 1 family size jar of sauce (which I season up a bit to my taste). Plus I use 15 oz ricotta, the 2cup bag of mozzarella (1 cup for the mix and one cup to spread on top) and finally 2 boxes of frozen spinach, which I microwave and squeeze out all the liquid from. I think the lasagna would definitely be a bit flat and sad with the amount of filling the recipe calls for, though it might be a decent option for those looking to cut calories. With the extra filling and sauce, it was quite tasty and easy to make. I didn't like it as well as my favorite traditional lasagna, but while this isn't exactly"]
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<paragraph id="176">Satisfying layers of stretchy melted mozzarella, creamy ricotta, and spinach combine with sauce-coated lasagna noodles for the ultimate comfort food.</paragraph>
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<generic id="183">Submitted by<generic id="186">MOTTSBELA</generic>
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<generic id="192">Updated on November 21, 2024</generic>
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<listitem id="536" level="1">Step 2<paragraph id="542">Bring a large pot of lightly salted water to a boil. Place spinach in the water and boil until wilted and tender, about 2 minutes. Remove spinach with a slotted spoon, pressing out excess water. Set aside.</paragraph>
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<generic id="760">4.6 out of 5116 Ratings7437311347 home cooks made it!12/10/201284 Reviews06/08/2025Needs more flavorMight try again03/26/202512/23/2024A keeper!03/14/202410/01/202212/14/202108/06/202103/14/202102/22/2021<heading id="762" level="2">Reviews (84)</heading>
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<generic id="979">Made this for Recipe Group 12/7/12. I used a 9x9 dish and thought using 6 noodles would help since others said it was a little shy on sauce and/or ricotta. After boiling the noodles (whole wheat), I cut off the ends and used those for the middle layer and they fit perfectly. I ended up adding a splash of milk to the ricotta just to make it easier to spread and needed to double the sauce. I used my colander over the pasta to steam the spinach but it didn't get as done as I'd like so I could only mix half into the cheese blend and then split the rest between each layer. Overall this was pretty good with those two changes in amounts. If using all nine noodles I would need even more sauce and more filling. We got 4 servings with no sides and probably would have gotten 6 if we'd had something else on the table, even with 2/3 the pasta.</generic>
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<generic id="1124">Read reviews and doubled the ricotta, sauce, egg and mozzarella. Used no-bake noodles and 2 (10oz) boxes of frozen chopped spinach; which I zapped in the micro 4 to 5 minutes (to save time and use less utensils) and also squeezed out all the liquid from the spinach. Baked in a 9x13 pan, covered, 30 minutes; uncovered and baked and additional 10 minutes. Let sit 10 to 15 minutes before serving. TURNED OUT GREAT.</generic>
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<generic id="1245">Very simple and delicious lasagna! I made in a large casserole dish so I added more of everything, and rather than adding the spinach to the ricotta mixture, I steamed the spinach along with some squash and carrots, and added a layer of these 3 veggies on top of the ricotta mix layer. My usually carnivorous family loved it!</generic>
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<generic id="1304">I doubled the ricotta cheese and used 2 eggs instead of one. I also added sauted onion, green peppers, and mushrooms, along with a pinch of oregano and rosemary. I let it cook for 35 minutes covered and 30 minutes uncovered. It was so good. The leftovers were even better.</generic>
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<generic id="1359">I started by sauteeing a small chopped onion and a chopped red bell pepper in olive oil until softened, then added 2 tsp minced garlic from a jar, salt, pepper, and about 2 pounds of fresh spinach (add slowly as spinach cooks down). Let the spinach cool before adding it to the cold ingredients. I used 1/2 cup ricotta and a 16-oz. container of cottage cheese. I also used oven-ready noodles. Rave reviews for our Meatless Meal, and the leftovers were frozen for later.</generic>
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<generic id="1420">I decided this needed some more vegetable to bulk it up. I ended up adding onion, green and red pepper, mushrooms, zucchini, and yellow squash. I also used my own Italian seasoning blend on both the veggies and in the ricotta/spinach mix. I left out the nutmeg, because I'm not fond of it in a savory dish. I sautéed the veggies before adding them in, and I used oven-ready noodles, so the cooking time was a little shorter. I also used way more red sauce (no sugar added) and a lot more ricotta/spinach. Using the recipe amounts would have made very little, and I had 6 people to feed. Everyone loved the end result, even our picky eater (I made a section of the lasagna without spinach or mushrooms for them). It also works well as leftovers.</generic>
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<generic id="1488">I tried with the exact same recipe and it was lacking the flavor. So second time I made it, I double up the filling and the sauce and used only 6 lasagna noodles, added some sundried tomatoes between the layers, served with some drizzled truffle oil and it tasted fantastic! To make it look more appealing to me, I divided the sauce in half and added spinach only in one layer, so every layer has different color when you cut it.</generic>
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<generic id="1547">I made as directed except, I doubled the amount of filling and sauce and omitted the nutmeg because I thought I had some, but apparently did not. Also, since I don't have a steamer insert, I just rinsed the spinach well and put it in a large pot with a lid for about 3 minutes on high heat and squeezed the water out before adding to filling. I think the lasagna would definitely be a bit flat and sad with the amount of filling the recipe calls for, though it might be a decent option for those looking to cut calories. With the extra filling and sauce, it was quite tasty and easy to make. I didn't like it as well as my favorite traditional lasagna, but while this isn't exactly "diet food" it still is more diet friendly than the version I normally make that has much more cheese, in addition to all the meat. My dad who thinks food isn't worth eating if there's nothing that used to have a face in it, rated it as "better than I expected." Not the recipe I'd pull out for company, but a good solid option for when I want something a bit different. Next time I make it, I will try the nutmeg, add some salt and pepper to the spinach directly and make sure I taste the filling for seasoning before I add the egg.</generic>
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<generic id="1624">I generally read reviews before I try a new recipe and based on what I read, I sauteed a big bunch of mushrooms, onions and garlic in some olive oil, and used that as an additional layer in the lasagna. So it went noodles, cheese/spinach, onions/mushrooms, repeated. I also used alfredo sauce instead of a red sauce. We LOVED IT!!! I'll be making this again and again.</generic>
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<generic id="1769">Made this for my daughter and her family, they are vegetarian. The flavor was good, but I think the next time I make it I would add more marinara and perhaps some plant based “meat” to add to the flavor. On the plus side, my youngest granddaughter that doesn’t like lasagna, ate two helpings of it.</generic>
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<generic id="1925">It's great, you can add a lot more such as bell peppers, I use TVP. Texture vegetable protein. It's very cheap and healthy, I wonder if you can buy protein lasagna noodles? Probably by now. You do you.xoxo.</generic>
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<generic id="1977">Easy to make and very delicious.</generic>
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<generic id="2077">Delicious! I omitted the Parmesan cheese cuz I don’t like it and topped it with fresh slices of mozzarella it really elevated the dish. If you can use fresh instead of shredded on the top it makes a difference</generic>
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<generic id="2129">Great recipe!! However I use a full 32oz container of ricotta. 8oz is not nearly enough, no italian would approve of it lol. I also add a table spoon of garlic powder to the ricotta mixture as we are garlic freaks in my household. But otherwise the nutmeg really makes this recipe unique. My BF loves it everytime I make it for him.</generic>
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<generic id="2151">Kate Richardson<image id="2153" />
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<generic id="2186">This recipe was great. I did add a little extra cheese to the top to cover it completely though. Also 25 minutes after covering might a been a little too much. I would recommend 20 minutes instead.</generic>
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</generic>
<generic id="2747">
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<generic id="2773">74 Ratings</generic>
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<generic id="2808">65 Ratings</generic>
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"explanation": "**Executing click action**\n\nI'm preparing to click the APPLY button in the sort dialog using the specified ID of 1699. Before doing that, I want to ensure I'm following the right reasoning—that the instructions clearly say to click this button. So, I'm ready to perform the click action on the element with ID 1699 using ClickTool. After that, I’ll respond with the result of the action. Let’s move ahead and execute this click!",
"performed_steps": [
{
"name": "Click the APPLY button (id 1699) in the sort dialog",
"tools": [
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}
],
"changes": "URL did not change. The interface changed from using a modal sorting dialog to a simpler inline sort control. The previous sort button no longer opens a dialog containing multiple radio options (Most Helpful/Most Positive/Least Positive/Newest, along with Cancel/Apply) and a close button. Now, only the Sort button remains as an interactive element, alongside the existing Filter button; the modal with the sorting options is removed. This reduces the number of focusable elements on the page and eliminates the in-dialog sorting choices from the current view."
}['Michigan Mom', '08/10/2014', '5 star', 'This is one of my kids favorites for taste and mine for simplicity. I keep 9 noodles but use use almost 2 jars or 1 family size jar of sauce (which I season up a bit to my taste). Plus I use 15 oz ricotta, the 2cup bag of mozzarella (1 cup for the mix and one cup to spread on top) and finally 2 boxes of frozen spinach, which I microwave and squeeze the moisture out of. It comes together super fast, feeds a large family, is vegetarian but filling, and I feel like all together, they are getting a pretty healthy meal out of it.']
{
"explanation": "",
"performed_steps": [
{
"name": "Execute JavaScript to find and return the date text of the first review in the reviews list (after the Sort/Filter buttons), looking for elements with date text near the reviewer name \"FlashyLemon8097\"",
"tools": [
"ExecuteJavascriptTool(script='(() => {\n // Find the reviewer element by exact text match\n const all = Array.from(document.querySelectorAll('*'));\n const reviewer = all.find(el => (el.textContent || '').trim() === 'FlashyLemon8097');\n if (!reviewer) return null;\n // Start scanning forward from reviewer to find a following date text in a nearby review block\n let cur = reviewer.nextElementSibling;\n const datePattern = /\\b(0?[1-9]|1[0-2])\\/(0?[1-9]|[12][0-9]|3[01])\\/\\d{4}\\b/;\n // Also catch formats like 'Updated on November 21, 2024' as a rough match\n const datePattern2 = /Updated on \\w+ \\d{1,2},? \\d{4}/;\n while (cur) {\n const text = (cur.textContent || '').trim();\n const m = text.match(datePattern) || text.match(datePattern2);\n if (m) {\n // If pattern2, extract the date portion after 'Updated on '\n if (m[0].startsWith('Updated on ')) {\n const d = m[0].replace(/^Updated on\\s+/,'');\n return d;\n }\n return m[0];\n }\n cur = cur.nextElementSibling;\n }\n // If not found, try scanning backwards a few elements for a date in the review block vicinity\n cur = reviewer.parentElement;\n while (cur && cur.parentElement) {\n const txt = (cur.textContent || '').trim();\n const m2 = txt.match(datePattern) || txt.match(datePattern2);\n if (m2) return m2[0];\n cur = cur.parentElement;\n }\n return null;\n})();')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}Driver python-1772386911 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772386911 Token usage statistics: - Total: 233371 tokens (224701 input, 8670 output) - Cached: 6466 tokens (4788 input, 1678 output)


Chrome driver started successfully (driver_id: python-1772387620) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=vegetarian+lasagna",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=vegetarian+lasagna')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=vegetarian+lasagna. A new Allrecipes results page structure was introduced, replacing the bare root element. The UI now exposes a full header, main content with search and a long list of vegetarian lasagna recipes, and a footer/content info section. Key changes include a persistent skip-to-content link, a comprehensive header navigation (DINNERS, MEALS, INGREDIENTS, etc.), a search box with the query pre-filled, and a large gallery-style list of recipe items each with images, ratings, and actions like Save Recipe. There is also a search results pagination control and a footer with standard site links and social/follow sections."
}['Easy Vegetarian Spinach Lasagna - 116 Ratings', 'Spicy Vegetarian Lasagna - 84 Ratings', 'Cheese Lasagna - 180 Ratings', "World's Best (Now Vegetarian!) Lasagna - 20 Ratings", 'Easy Vegetarian Red Beans Lasagna - 94 Ratings', 'Vegetarian Four Cheese Lasagna - 243 Ratings', "Debbie's Vegetable Lasagna - 20 Ratings", "Lisa's Lasagne - 18 Ratings", 'Cacio e Pepe Lasagna - 10 Ratings', "Kay's Spaghetti and Lasagna Sauce - 773 Ratings", 'Pesto Polenta Lasagna - 300 Ratings', 'Easy Spinach Lasagna with White Sauce - 256 Ratings', 'Roasted Butternut Squash and Spinach Lasagna - 194 Ratings', 'Simple Spinach Lasagna - 561 Ratings', 'Roasted Butternut Squash and Spinach Lasagna - 5 Ratings', 'Roasted Vegetable Lasagna with Pesto Cream Sauce - 1 Rating', 'Spinach Lasagna - 739 Ratings', 'Eggplant Lasagna - 373 Ratings', 'Spinach, Artichoke, and Carrot White Lasagna - 6 Ratings']
{
"explanation": "**Clicking on lasagna recipe**\n\nI need to click on the \"Simple Spinach Lasagna\" recipe link. I see that there’s an ARIA tree with the link ID 867, which is focusable. So, I’ll go ahead and click the element with that ID using ClickTool. The reasoning here is straightforward: I want to identify the correct link to proceed. There's no need to use multi_tool_use.parallel here, so I'll just go ahead and perform the tool call.",
"performed_steps": [
{
"name": "Click on the \"Simple Spinach Lasagna\" recipe link",
"tools": [
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}
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}Error: Message: tab crashed (Session info: chrome=145.0.7632.117)
Driver python-1772387620 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772387620 Token usage statistics: - Total: 21053 tokens (18987 input, 2066 output) - Cached: 0 tokens (0 input, 0 output)
Chrome driver started successfully (driver_id: python-1772387677) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. After I access it, I plan to respond concisely and confirm that I've completed the task. It's important to get this right, so I'll make sure to double-check everything as I go along. Once I execute the tool, I'll keep my response clear and straightforward for proper communication!",
"performed_steps": [
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"name": "Navigate to https://www.allrecipes.com/recipe/21090/simple-spinach-lasagna/",
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"changes": "URL changed to https://www.allrecipes.com/recipe/21090/simple-spinach-lasagna. A user landed on a full site-wide 404 Not Found page. The UI now renders a complete header, navigation menus, a search control, and a footer, replacing the previous minimal root area. Key changes include a prominent 404 illustration and heading with a user-facing message, plus a descriptive paragraph guiding users to use the menu or search. The header and footer areas have expanded content (navigation links, social follow sections, newsletter action, and privacy/magazine options), making the page feel like a full site rather than a bare error."
}{
"explanation": "**Navigating to URL**\n\nI see that I need to navigate to a specific URL using the NavigateToUrlTool. My plan is to simply provide the URL and then confirm that I've successfully done it. There's no need to use multiple tools here, so I can focus on this one. I’ll just make the call to the NavigateToUrlTool with the designated URL and then follow up with a confirmation. That sounds straightforward!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=vegetarian+lasagna",
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"changes": "URL changed to https://www.allrecipes.com/search?q=vegetarian+lasagna. The interface moved from a 404 page to a full search results experience. The page now shows a dedicated Results from Allrecipes area titled with the query \"[vegetarian lasagna] Results from Allrecipes,\" including a header with a working search box and a clear search option, and a main content area listing many recipe results with Save Recipe actions and ratings. Key content changes include a populated recipe list (Easy Vegetarian Spinach Lasagna, Spicy Vegetarian Lasagna, Cheese Lasagna, etc.), each with imagery, a LASAGNA RECIPES label, and a Save Recipe button. There is also a new search results pagination control at the bottom of the results, and a redesigned contentinfo/footer offering homepage visit, newsletters, and social follow links."
}{
"explanation": "**Preparing to click recipe**\n\nI need to click on the Spinach Lasagna recipe that has 739 ratings. In the ARIA tree, I see the link labeled \"Spinach Lasagna\" with the id \"836,\" and it’s focusable. So, my plan is to click on the element with this id. I’ll use the ClickTool function with id 836. Before I do that, I’ll confirm I’ve identified the correct element, then perform the click. Let's move forward with this single tool call!",
"performed_steps": [
{
"name": "Click on the \"Spinach Lasagna\" recipe that shows 739 Ratings in the search results",
"tools": [
"ClickTool(id='836')"
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}
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"changes": "URL changed to https://www.allrecipes.com/recipe/22729/spinach-lasagna-iii/. A user moved from a generic search results view for vegetarian lasagna to a specific Spinach Lasagna recipe page. The top-level title area was renamed, and the previous search box in the header was removed or simplified, indicating a shift from results browsing to a detailed content view. The after state adds a full recipe article with imagery, metadata, ingredients, step-by-step directions, nutrition facts, and community reviews, plus interactive controls (Save Recipe, Rate, Print, Share) and a “You’ll Also Love” related-recipes rail. Numerous dramatic content blocks in the old header/navigation were removed or replaced, and a stop-search promotional item was introduced, along with a richer set of ratings, review cards, and additional media."
}['Spinach Lasagna', 4.7, 739, 'Yes']
['Brief description: A spinach lasagna recipe made with fresh spinach and plenty of cheese — ricotta, Romano, and mozzarella. This cheesy, hearty lasagna can also be made without the spinach.', 'Key ingredients: 15lasagna noodles', '2 tablespoons olive oil', '1 cup chopped fresh mushrooms', '1 cup chopped onions', '1 tablespoon minced garlic', '2 cups fresh spinach', '3 cups ricotta cheese', '⅔ cup grated Romano cheese', '1egg', '1 teaspoon salt', '1 teaspoon dried oregano', '1 teaspoon dried basil leaves', '½ teaspoon ground black pepper', '3 cups shredded mozzarella cheese', '3 cups tomato pasta sauce', '1 cup grated Parmesan cheese', 'Prep Time: 20 mins', 'Cook Time: 1 hr 15 mins']
Driver python-1772387677 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772387677 Token usage statistics: - Total: 51507 tokens (49217 input, 2290 output) - Cached: 0 tokens (0 input, 0 output)






Chrome driver started successfully (driver_id: python-1772387784) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=cauliflower+pizza+crust",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=cauliflower+pizza+crust')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=cauliflower+pizza+crust. The interface now presents a full search results page for cauliflower pizza crust, replacing the bare root area. The page adds a header banner with skip-to-content, site navigation, a global search, and a prominent header navigation menu, making the site structure more discoverable. The main content expands to show a complete results grid of recipes (each with title, images, ratings, and a Save Recipe action), a dedicated search box and clear button, and a pagination control for navigating pages. The footer area is also fleshed out with about links, policy items, and social/follow sections, providing more persistent navigation and information at the bottom of the page."
}['Cauliflower Pizza Crust — 294 Ratings', "Chef John's Cauliflower Pizza Crust — 275 Ratings", 'Cauliflower Pizza Crust from Green Giant — 39 Ratings', 'Cauliflower Pizza Bites — 125 Ratings', 'Cauliflower Almond Pizza Crust — 27 Ratings', 'Chicken Fajita Cauliflower Pizza — 12 Ratings', 'Keto Pizza Crust — 2 Ratings', 'Margherita Pizza with Sausage and Pesto — 14 Ratings', 'Bacon Buffalo Chicken Pizza — 3 Ratings', 'BLAT Pizza with Basil Mayo — 9 Ratings', 'Vietnamese Spring Roll Pizza — 11 Ratings', 'Bacon-Artichoke Cauliflower Pizza — 2 Ratings', "Sarah's Everything Caulipower Crackers — 1 Rating", 'The Brussels Sprouts Special — 10 Ratings', 'Honey-Roasted Carrot and Goat Cheese Pizza — 3 Ratings', 'Vegetable Pizza — 323 Ratings', 'Vegetarian Cauliflower Pizza — 1 Rating', 'Cauliflower Prosciutto Pizza — 10 Ratings']
{
"explanation": "**Clicking recipe link**\n\nI need to click on the recipe titled \"Cauliflower Pizza Crust,\" which has 294 ratings. In the ARIA tree, there's a link labeled \"Cauliflower Pizza Crust\" with an ID of 306. This link is what I want to interact with. So, I'll execute a tool call to click that element using the ID 306. That's my focus — just one tool call to simplify this process!",
"performed_steps": [
{
"name": "Click on the recipe titled \"Cauliflower Pizza Crust\" with 294 ratings",
"tools": [
"ClickTool(id='306')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/232930/cauliflower-pizza-crust/. User opened a specific recipe page for Cauliflower Pizza Crust, replacing the previous results view. The page now centers on a detailed recipe article rather than a list of search results, and the header/navigation has been simplified with a new promotional banner. Key content changes include: the main title changes to Cauliflower Pizza Crust Recipe with a rich recipe layout that includes image gallery, ratings, descriptive paragraph, author and update info, and social actions (Save, Rate, Print, Share). The article expands to include Ingredients, Directions, Nutrition Facts, and an extensive Reviews/Community section, plus interactive elements like a \"You’ll Also Love\" recommendations area and several related recipe links. A new Stop searching banner with Close button appears, and the previous Allrecipes site chrome (extensive header links and pagination) is largely removed."
}[4.3, '15 mins', '1 hr', '59 calories']
['Cauliflower Pizza Crust', 'Alli Shircliff', 6, 'https://www.allrecipes.com/recipe/232930/cauliflower-pizza-crust/']
Driver python-1772387784 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772387784 Token usage statistics: - Total: 51386 tokens (49069 input, 2317 output) - Cached: 0 tokens (0 input, 0 output)


Chrome driver started successfully (driver_id: python-1772417144) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=gluten-free+brownies",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=gluten-free+brownies')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=gluten-free+brownies. You opened a full recipe search results page for gluten-free brownies. The UI now includes a complete header, navigation, and a large main content area, replacing the previous minimal root. Key changes: the root now has a named results page, along with a visible search bar and “Search Results For gluten-free brownies” heading in the main area; the header shows extensive navigation items (Dinners, Meals, Ingredients, etc.) and social/news links, while the content area presents a grid/list of brownie recipes with images, labels, ratings, and Save Recipe buttons. A pagination control appears at the bottom of the results, and there’s a recurring site-wide footer/content-info structure."
}NOOP
Accessibility Tree:
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<image id="4" />
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"explanation": "",
"performed_steps": [
{
"name": "Click on the recipe card that shows the image named \"Gluten-Free Fudge Brownies\" with 75 Ratings",
"tools": [
"ClickTool(id='306')"
]
}
]
}Error: Message: tab crashed (Session info: chrome=145.0.7632.117)
Driver python-1772417144 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772417144 Token usage statistics: - Total: 20043 tokens (18423 input, 1620 output) - Cached: 0 tokens (0 input, 0 output)
Chrome driver started successfully (driver_id: python-1772417204) Model: azure_openai/gpt-5-nano
{
"explanation": "I need to navigate to the given URL using the NavigateToUrlTool. It seems straightforward, so I’ll just call the tool with the relevant URL. After that, I should confirm that it has successfully loaded. There's no need to complicate things by using multi_tool_use since I'm only handling a single action here. It looks pretty simple, so I’ll make sure to follow through with a quick confirmation response.",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/recipe/236138/gluten-free-fudge-brownies/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/recipe/236138/gluten-free-fudge-brownies/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/236138/gluten-free-fudge-brownies. A route change to a 404 page occurred. The previous empty/neutral root was replaced with a full “Page Not Found” layout that includes header, main content, and footer regions. Key content changes include a prominent 404 illustration and a clear apology message, plus a themed header navigation with multiple sections (e.g., DINNERS, MEALS, INGREDIENTS, etc.) and a functional search area (search textbox and search button). The page also introduces a site-wide menu structure (Newsletters, Sweepstakes, MyRecipes) and a footer with standard site links and “Your Privacy Choices,” along with social/Follow Us sections. Overall, the UI now provides a complete navigable error page with access to search and common site areas."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=gluten-free+fudge+brownies",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=gluten-free+fudge+brownies')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=gluten-free+fudge+brownies. You navigated from a dedicated 404 page to a full search results view for gluten-free fudge brownies. The after state replaces the 404 message with a prominent search header, a working header navigation, and a grid/list of recipe results with images, titles, and metadata. Key changes include a functional search area (with a Clear search control and a populated search box showing the query), a large collection of recipe results (each with image, title, and occasional Save Recipe buttons), and a new search results pagination control. The page also retains header/footer elements and, notably, adds a Get The Magazine link and expanded content sections within contentinfo."
}{
"explanation": "**Identifying recipe link**\n\nI need to click on the recipe for \"Gluten-Free Fudge Brownies\" from the search results. First, I have to find the element ID for that link. In the ARIA tree, there's a link with ID 263, which seems to correspond to the recipe title. Although it appears the link name is empty, the image shows the name \"Gluten-Free Fudge Brownies.\" So, to proceed, I think I'll click the link with ID 263 or the image with ID 267. **Executing recipe link click**\n\nI can click the image for the recipe tile. The safest route is clicking the link with ID 263, which is focusable. So, I’ll go ahead and use the ClickTool with that ID. It makes sense to perform this as a single tool call to keep things simple and efficient. Hopefully, this approach leads us straight to the recipe!",
"performed_steps": [
{
"name": "Click on the recipe named \"Gluten-Free Fudge Brownies\" from the search results",
"tools": [
"ClickTool(id='263')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/127503/gluten-free-fudge-brownies/. You opened a specific recipe from the search results, and the UI transitioned from a results list to a detailed recipe page. The page now centers a Gluten-Free Fudge Brownies recipe with a prominent title, multiple images, rating/meta lines, descriptive paragraph, and an extensive ingredient/directions section. Key content changes include a full recipe layout: nutrition facts, a “Save Recipe/Rate/Print/Share” control cluster, time/servings details, and an interactive section for user reviews. The page also adds a “You’ll Also Love” recommendations rail with several related brownie recipes, and a promotional banner near the top, replacing the previous header/navigation-heavy chrome and the old search box structure."
}['Gluten-Free Fudge Brownies', 4.1, '58 REVIEWS', 'Prep Time: 15 mins', 'Cook Time: 45 mins', "Ingredients: ⅔ cup gluten-free baking mix (such as Bob's Red Mill All Purpose GF Baking Flour®)", '½ cup cornstarch', '1 cup white sugar', '1 cup packed brown sugar', '¾ cup unsweetened cocoa powder', '1 teaspoon baking soda', '2 eggs, beaten', '¾ cup margarine, melted']
1 hr
Driver python-1772417204 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772417204 Token usage statistics: - Total: 43186 tokens (41466 input, 1720 output) - Cached: 0 tokens (0 input, 0 output)



Chrome driver started successfully (driver_id: python-1772417311) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating salad recipes**\n\nI need to take steps to search for a \"healthy avocado salad\" online. First, I’ll use the NavigateToUrlTool to open the relevant URL. But it gets tricky since I need the ID for the search box to type in the query. If I can’t find the ID, maybe I can try using the TypeTool with some potential fallback IDs? I wonder if focusing the search box directly might help too. I'll have to try a few approaches! **Executing a search query**\n\nI’m trying to figure out how to input \"healthy avocado salad\" into the search box. First, I thought about using TypeTool with id=1, but that won’t work since that ID refers to the root area. Instead, I could use the ExecuteJavascriptTool to set the value by utilizing query selectors to find the correct input field. I’ll need to sequence my tasks: first navigate to the URL, then execute the JavaScript to perform the search, ensuring everything is set up correctly before dispatching the search. **Setting up the search**\n\nI’m planning to use the NavigateToUrlTool to go to \"https://www.allrecipes.com/\", and then I’ll follow up with ExecuteJavascriptTool to search for \"healthy avocado salad.\" I’ll craft a robust JavaScript function to find the correct input field, set its value to the query, and submit the form. I need to ensure compatibility across browsers, so I’ll include a traditional method of dispatching events if optional chaining isn’t supported. It seems like a solid plan! Let's move forward with this approach.",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/ and search for \"healthy avocado salad\"",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. A large homepage structure was added and becomes the primary UI. The root now has a named Allrecipes homepage and a full header/navigation, main content with multiple recipe sections, and a detailed footer/content area. Key visible changes include a skip-to-content link, a prominent header navigation with items like DINNERS, MEALS, INGREDIENTS, and NEWS, plus a search box in the header. The main area gains numerous content blocks (showcasing trending content, featured recipes, user-generated sections like OUR PEOPLE, and many individual recipe cards with images, ratings, save buttons, and View Recipe actions), followed by a comprehensive contentinfo/footer containing links, social follows, and legal/brand information."
}Error: Message: element not interactable (Session info: chrome=145.0.7632.117); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x0000000104bad6b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x0000000104ba5a50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x0000000104682370 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74924 3 chromedriver 0x00000001046c3528 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 341604 4 chromedriver 0x00000001046c125c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332696 5 chromedriver 0x000000010470a620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 6 chromedriver 0x00000001046bfb9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 7 chromedriver 0x0000000104b6c680 cxxbridge1$str$ptr + 2861308 8 chromedriver 0x0000000104b6fdd4 cxxbridge1$str$ptr + 2875472 9 chromedriver 0x0000000104b51a7c cxxbridge1$str$ptr + 2751736 10 chromedriver 0x0000000104b70658 cxxbridge1$str$ptr + 2877652 11 chromedriver 0x0000000104b41ffc cxxbridge1$str$ptr + 2687608 12 chromedriver 0x0000000104b94d78 cxxbridge1$str$ptr + 3026932 13 chromedriver 0x0000000104b94ef4 cxxbridge1$str$ptr + 3027312 14 chromedriver 0x0000000104ba56a8 cxxbridge1$str$ptr + 3094820 15 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 16 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "**Navigating to the URL**\n\nI need to start by navigating to the provided URL. I'll use the NavigateToUrlTool for this, and once I'm done, I'll confirm that the action has been completed. There's no need for additional interaction after that. I’m thinking of whether to explore using multi_tool_use.parallel, but I’ll just go with a single tool call to keep things simple. It seems easier to manage that way. Let’s get it done!",
"performed_steps": [
{
"name": "Navigate to the URL https://www.allrecipes.com/search?q=healthy+avocado+salad",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=healthy+avocado+salad')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=healthy+avocado+salad. A new search-results flow was introduced, replacing the broad homepage chrome with a focused results page. The header now includes an integrated search bar and navigation menu, and the old sprawling homepage chrome was replaced by a streamlined header and a main content area. Key content changes include a visible search box pre-filled with \"healthy avocado salad,\" a close/clear search control, and a grid/list of recipe results (Avocado and Tuna Tapas, Kale Avocado Salad, Taco Salad, etc.) each with images, category labels, and actions like Save Recipe. The page also adds search results pagination and a dedicated contentinfo/footer with standard links and social options."
}['Avocado and Tuna Tapas', 'Kale, Quinoa, and Avocado Salad with Lemon Dijon Vinaigrette', 'Taco Salad with Lime Vinegar Dressing', 'Winter Green Salad', 'Wonderful Raspberry Walnut Dinner Salad', 'Smoked Salmon Sushi Roll', 'Kale Salad with Avocado', 'Avocado Tomato Salad with Cucumbers', 'Avocado Watermelon Salad', 'Paleo Breakfast and Brunch', 'Mexican Chicken Quinoa Salad', 'Guacamole Turkey Burger', 'Kale, Avocado, and Black Bean Salad', '10 Eye-Popping Avocado Appetizers', 'How to Eat a Heart Healthy Diet', 'How to Eat for a Healthy Gut – Plus Recipes for the Microbiome Diet', 'Butternut Squash Caprese Salad', "Lee's Taco Salad", 'Our 20 Best Healthy Recipes', '8 Things to Keep On Hand for Quick, Healthy Lunches']
{
"explanation": "**Clicking salad recipe**\n\nI need to click on the \"Avocado Tomato Salad with Cucumbers\" recipe. In the ARIA tree, there's a link under the main content with the name \"Avocado Tomato Salad with Cucumbers\" and id=\"556.\" It’s a nested structure, so I should click the element with id 556. I'll use functions.ClickTool with that id. It seems like a straightforward process with just one tool call needed. Let's proceed!",
"performed_steps": [
{
"name": "Click on the \"Avocado Tomato Salad with Cucumbers\" recipe",
"tools": [
"ClickTool(id='556')"
]
}
]
}Error: Message: tab crashed (Session info: chrome=145.0.7632.117)
Error: Message: tab crashed (Session info: chrome=145.0.7632.117)
Driver python-1772417311 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772417311 Token usage statistics: - Total: 71308 tokens (68262 input, 3046 output) - Cached: 0 tokens (0 input, 0 output)
Chrome driver started successfully (driver_id: python-1772417398) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=healthy+avocado+salad",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=healthy+avocado+salad')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=healthy+avocado+salad. The UI now navigates from a minimal root to a full Allrecipes results page for the query “healthy avocado salad.” The page introduces a complete header with navigation, a skip-to-content link, and a prominent search area, plus an expanded top banner and site chrome. Content changes include a large gallery of recipe results (each with images, category tags, ratings, and a Save Recipe button), a dedicated search box in the header and in the main area, and pagination controls at the bottom of the results. The accessible tree also adds a dedicated content info/footer region with social links and site-wide navigation, completing the site’s overall structure."
}{
"explanation": "**Navigating to URL**\n\nI need to perform the step of navigating to the given URL. As an AI, I should use the NavigateToUrlTool for this. It means I’ll provide the URL and then confirm the action. I’ll call the tool directly with the specified URL and respond with a confirmation once the action is completed. There’s no need for parallel actions here. Let’s get started!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/recipe/257938/avocado-tomato-salad-with-cucumbers/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/recipe/257938/avocado-tomato-salad-with-cucumbers/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/257938/avocado-tomato-salad-with-cucumbers. The interface switched from showing a large Allrecipes results page to a dedicated 404 Not Found page. The page now centers around a header banner with a skip-to-content link and a simplified top navigation, plus a prominent 404 message in the main area. Key changes include moving the verbose site navigation into a compact header with core category links (DINNERS, MEALS, INGREDIENTS, etc.), adding a search box directly in the header, and redefining the footer into distinct sections (Login/Magazine/Newsletters, Follow Us, Footer links). The original search results content, recipe listings, and pagination were removed in favor of a concise error state and guided navigation options."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. I'll make the navigation call to perform the task. There’s a chance I might encounter a 404 page, so I'll keep that in mind while handling it. Once the navigation is successful, I’ll respond with confirmation. Let's go ahead and execute this navigation step!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=avocado+salad",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=avocado+salad')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=avocado+salad. A 404 Not Found page was replaced with a full search results experience for avocado salad. The new UI shows a header/navigation region with a skip-to-content link, a prominent search box prefilled with the query, and a comprehensive navigation menu. Below that, the page now renders a \"Search Results For\" heading and a grid/list of avocado-salad recipes, each with a title, images, a Save Recipe action, and rating counts. A pagination control labeled Search results pagination appears at the bottom, and the footer area has been expanded to include Visit homepage, Newsletters, Follow Us, and standard policy links."
}The ARIA tree includes recipe names as link names, but no URLs (hrefs) are present in the provided data, only identifiers. Therefore the precise URLs cannot be retrieved from the given material.
Accessibility Tree:
<RootWebArea name="[avocado salad] Results from Allrecipes" id="1" focusable="True">
<generic id="3">
<image id="4" />
<banner id="5">
<link id="6" focusable="True">SKIP TO CONTENT</link>
<link name="Visit ' homepage" id="14" focusable="True">
<generic id="15">Allrecipes</generic>
<image id="18" />
</link>
<generic id="20">
<list id="21">
<listitem id="22" level="1">
<generic id="31">
<search id="32">
<LabelText id="34">Search the site</LabelText>
<textbox name="Search the site" id="39" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="True" labelledby="">
<generic id="41" editable="plaintext">avocado salad</generic>
</textbox>
<button name="Click to search" id="44" invalid="false" focusable="True">
<image id="45" />
</button>
</search>
<generic id="47" />
</generic>
</listitem>
<listitem id="49" level="1">
<button id="50" focusable="True">Newsletters</button>
</listitem>
<listitem id="53" level="1">
<link id="54" focusable="True">Sweepstakes</link>
</listitem>
<listitem id="57" level="1">
<link name="Go to MyRecipes" id="58" focusable="True">
<image id="59" />
<image id="61" />
</link>
</listitem>
</list>
</generic>
<generic id="63">
<button name="Close menu for Allrecipes" id="65" invalid="false" focusable="True">
<image id="66" />
</button>
<generic id="68">
<link name="Visit ' homepage" id="69" focusable="True">
<generic id="70">Allrecipes</generic>
<image id="73" />
</link>
</generic>
<navigation name="Header" id="75">
<generic id="76">
<search id="77">
<LabelText id="79">Search</LabelText>
<textbox name="Search" id="82" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="True" labelledby="">
<generic id="84" editable="plaintext">avocado salad</generic>
</textbox>
<button name="Click to search" id="87" invalid="false" focusable="True">
<image id="88" />
</button>
</search>
<generic id="90" />
</generic>
<list id="92">
<listitem id="93" level="1">
<link id="94" focusable="True">DINNERS<image id="97" />
</link>
</listitem>
<listitem id="100" level="1">
<link id="101" focusable="True">MEALS<image id="104" />
</link>
</listitem>
<listitem id="107" level="1">
<link id="108" focusable="True">INGREDIENTS<image id="111" />
</link>
</listitem>
<listitem id="114" level="1">
<link id="115" focusable="True">OCCASIONS<image id="118" />
</link>
</listitem>
<listitem id="121" level="1">
<link id="122" focusable="True">CUISINES<image id="125" />
</link>
</listitem>
<listitem id="128" level="1">
<link id="129" focusable="True">KITCHEN TIPS<image id="132" />
</link>
</listitem>
<listitem id="135" level="1">
<link id="136" focusable="True">NEWS<image id="139" />
</link>
</listitem>
<listitem id="142" level="1">
<link id="143" focusable="True">FEATURES<image id="146" />
</link>
</listitem>
<listitem id="149" level="1">
<link id="150" focusable="True">VIDEO</link>
</listitem>
<listitem id="153" level="1">
<link id="154" focusable="True">ABOUT US<image id="157" />
</link>
</listitem>
<listitem id="160" level="1">
<link id="161" focusable="True">GET THE MAGAZINE</link>
</listitem>
</list>
<generic id="164">
<list id="165">
<listitem id="166" level="1">
<link id="167" focusable="True">Log In to Allrecipes Account<image id="168" />
</link>
</listitem>
<listitem id="175" level="1">
<button id="176" invalid="false" focusable="True">Magazine<image id="180" />
</button>
</listitem>
<listitem id="183" level="1">
<button id="184" focusable="True">Newsletters</button>
</listitem>
<listitem id="187" level="1">
<link id="188" focusable="True">Sweepstakes</link>
</listitem>
<listitem id="191" level="1">
<link name="Go to MyRecipes" id="192" focusable="True">
<image id="193" />
<image id="195" />
</link>
</listitem>
</list>
</generic>
<generic id="197">
<generic id="198">Follow Us</generic>
<list id="201">
<listitem id="202" level="1">
<link name="Visit Allrecipes's Facebook" id="203" focusable="True">
<image id="204" />
</link>
</listitem>
<listitem id="206" level="1">
<link name="Visit Allrecipes's Instagram" id="207" focusable="True">
<image id="208" />
</link>
</listitem>
<listitem id="210" level="1">
<link name="Visit Allrecipes's Pinterest" id="211" focusable="True">
<image id="212" />
</link>
</listitem>
<listitem id="214" level="1">
<link name="Visit Allrecipes's TikTok" id="215" focusable="True">
<image id="216" />
</link>
</listitem>
<listitem id="218" level="1">
<link name="Visit Allrecipes's YouTube" id="219" focusable="True">
<image id="220" />
</link>
</listitem>
<listitem id="222" level="1">
<link name="Visit Allrecipes's Flipboard" id="223" focusable="True">
<image id="224" />
</link>
</listitem>
</list>
</generic>
</navigation>
</generic>
<navigation name="Header" id="226">
<list id="228">
<listitem id="229" level="1">
<link id="230" focusable="True">DINNERS</link>
</listitem>
<listitem id="233" level="1">
<link id="234" focusable="True">MEALS</link>
</listitem>
<listitem id="237" level="1">
<link id="238" focusable="True">INGREDIENTS</link>
</listitem>
<listitem id="241" level="1">
<link id="242" focusable="True">OCCASIONS</link>
</listitem>
<listitem id="245" level="1">
<link id="246" focusable="True">CUISINES</link>
</listitem>
<listitem id="249" level="1">
<link id="250" focusable="True">KITCHEN TIPS</link>
</listitem>
<listitem id="253" level="1">
<link id="254" focusable="True">NEWS</link>
</listitem>
<listitem id="257" level="1">
<link id="258" focusable="True">FEATURES</link>
</listitem>
<listitem id="261" level="1">
<link id="262" focusable="True">VIDEO</link>
</listitem>
</list>
<generic id="265">
<link id="266" focusable="True">ABOUT US</link>
</generic>
<generic id="269">
<link id="270" focusable="True">GET THE MAGAZINE</link>
</generic>
</navigation>
</banner>
<main id="276">
<generic id="277">
<heading id="279" level="1">Search Results For</heading>
<generic id="282">
<search id="283">
<generic id="284">
<generic id="285">
<button name="Clear search" id="287" invalid="false" focusable="True">
<image id="288" />
</button>
</generic>
<LabelText id="290">Search the site</LabelText>
<textbox name="Search the site" id="295" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="True" labelledby="">
<generic id="297" editable="plaintext">avocado salad</generic>
</textbox>
</generic>
</search>
<generic id="301" />
</generic>
</generic>
<generic id="303">
<generic id="304">
<generic id="305">
<link name="Avocado Salad" id="306" focusable="True">Avocado Salad<generic id="307">
<generic id="308">
<generic id="309">
<image name="Avocado Salad on a platter with a spoon " id="310" />
</generic>
</generic>
<generic id="311">
<button name="Save Recipe" id="312" invalid="false" focusable="True">
<image id="313" />
</button>
</generic>
</generic>
<generic id="316">SALAD</generic>
<generic id="323">
<generic id="324">
<image id="325" />
<image id="327" />
<image id="329" />
<image id="331" />
<image id="333" />
</generic>
<generic id="335">338 Ratings</generic>
</generic>
</link>
<link name="Cucumber and Avocado Salad" id="340" focusable="True">Cucumber and Avocado Salad<generic id="341">
<generic id="342">
<generic id="343">
<image name="close up of cucumber and avocado salad with cilantro" id="344" />
</generic>
</generic>
<generic id="345">
<button name="Save Recipe" id="346" invalid="false" focusable="True">
<image id="347" />
</button>
</generic>
</generic>
<generic id="350">SALAD</generic>
<generic id="358">
<generic id="359">
<image id="360" />
<image id="362" />
<image id="364" />
<image id="366" />
<image id="368" />
</generic>
<generic id="370">294 Ratings</generic>
</generic>
</link>
<link name="Avocado Egg Salad" id="375" focusable="True">Avocado Egg Salad<generic id="376">
<generic id="377">
<generic id="378">
<image name="Avocado egg salad on a slice of bread placed on a white plate" id="379" />
</generic>
</generic>
<generic id="380">
<button name="Save Recipe" id="381" invalid="false" focusable="True">
<image id="382" />
</button>
</generic>
</generic>
<generic id="385">SALAD</generic>
<generic id="392">
<generic id="393">
<image id="394" />
<image id="396" />
<image id="398" />
<image id="400" />
<image id="402" />
</generic>
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<image id="437" />
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<generic id="441">598 Ratings</generic>
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<generic id="449">
<image id="450" />
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<generic id="456">SALAD</generic>
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<image id="467" />
<image id="469" />
<image id="471" />
<image id="473" />
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<generic id="475">242 Ratings</generic>
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<generic id="510">106 Ratings</generic>
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<link name="Apple Avocado Salad with Tangerine Dressing" id="515" focusable="True">Apple Avocado Salad with Tangerine Dressing<generic id="516">
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<generic id="546">118 Ratings</generic>
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<generic id="616">87 Ratings</generic>
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<generic id="685">85 Ratings</generic>
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<generic id="790">159 Ratings</generic>
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<generic id="1036">36 Ratings</generic>
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<generic id="1044">
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"explanation": "**Executing click action**\n\nI need to click on the Avocado Salad link with id 306. To do this, I’ll use the ClickTool specifically for that id. Before I click, it’s important to identify the element I’m interacting with. It seems like I don’t need to use multi_tool_use.parallel since it's just one action. So, I'll go ahead and utilize functions.ClickTool with id 306, and then I'll confirm that the click has occurred. Let's get started!",
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"changes": "URL changed to https://www.allrecipes.com/recipe/19960/avocado-salad/. Navigated from a generic Allrecipes results view to a dedicated Avocado Salad Recipe page. The page name changed to Avocado Salad Recipe and the area now reflects a focused recipe experience with an article layout rather than a simple results list. Key content updates include a full recipe presentation: multiple image galleries, a detailed header with title, ratings, counts, prep/cook times, ingredients, directions, and a nutrition section. The previous header/navigation clutter was removed, and a new “You’ll Also Love” related-recipes rail was added, with numerous new recipe links and updated rating counts. A small promotional banner (“Stop searching, start saving with MyRecipes.”) was introduced, and search UI was streamlined (the inline search field became a self-closing element)."
}['Avocado Salad', '15 mins', None, '15 mins', 246, 4.7]
['Calories: 126', 'Fat: 10g', 'Carbs: 10g', 'Protein: 2g']
['2 ripe avocados - peeled, pitted and diced', '1sweet onion, chopped', '1green bell pepper, chopped', '1 large ripe tomato, chopped', '¼ cup chopped fresh cilantro', '½lime, juiced', 'salt and pepper to taste']
The source shows Servings: 6 in the recipe, but does not provide a specific Serving Size value. Therefore, the complete requested information (both number of servings and serving size) is not fully present in the source.
Driver python-1772417398 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772417398 Token usage statistics: - Total: 100704 tokens (97868 input, 2836 output) - Cached: 0 tokens (0 input, 0 output)



Chrome driver started successfully (driver_id: python-1773507592) Model: azure_openai/gpt-5-nano
{
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],
"changes": "URL changed to https://www.allrecipes.com/. The UI expanded from a minimal root to a full homepage structure for Allrecipes, introducing a comprehensive header, navigation, and content area. The banner and header now include skip-to-content, site visitation links, and a large header/navigation system with a Search box, primary menu items (DINNERS, MEALS, INGREDIENTS, etc.), and a whole header navigation block with submenus and social links. Major content areas were added: a main article region with hero/feature content, trending and popular recipe cards (each with Save Recipe and View Recipe actions), user and community sections, and a rich footer with standard links and disclosure items. Interactive elements such as multiple search inputs, sign-in/newsletter items, and many \"Visit/Go to\" and social links were introduced, along with a full contentinfo/footer containing policy, contact, and privacy controls."
}Error: Message: element not interactable (Session info: chrome=146.0.7680.80); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x0000000104bdf424 cxxbridge1$str$ptr + 3160724 1 chromedriver 0x0000000104bd74b8 cxxbridge1$str$ptr + 3128104 2 chromedriver 0x00000001046ab728 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74524 3 chromedriver 0x00000001046ec984 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 341368 4 chromedriver 0x00000001046ea6b8 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332460 5 chromedriver 0x00000001047324e4 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 626904 6 chromedriver 0x00000001046e91b4 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 327080 7 chromedriver 0x0000000104b9ddc0 cxxbridge1$str$ptr + 2892848 8 chromedriver 0x0000000104ba14b0 cxxbridge1$str$ptr + 2906912 9 chromedriver 0x0000000104b8351c cxxbridge1$str$ptr + 2784140 10 chromedriver 0x0000000104ba1d34 cxxbridge1$str$ptr + 2909092 11 chromedriver 0x0000000104b73fac cxxbridge1$str$ptr + 2721308 12 chromedriver 0x0000000104bc68e8 cxxbridge1$str$ptr + 3059544 13 chromedriver 0x0000000104bc6a64 cxxbridge1$str$ptr + 3059924 14 chromedriver 0x0000000104bd7110 cxxbridge1$str$ptr + 3127168 15 libsystem_pthread.dylib 0x000000018e78fc08 _pthread_start + 136 16 libsystem_pthread.dylib 0x000000018e78aba8 thread_start + 8
Error: Message: move target out of bounds (Session info: chrome=146.0.7680.80) Stacktrace: 0 chromedriver 0x0000000104bdf424 cxxbridge1$str$ptr + 3160724 1 chromedriver 0x0000000104bd74b8 cxxbridge1$str$ptr + 3128104 2 chromedriver 0x00000001046ab728 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74524 3 chromedriver 0x000000010473a2d0 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 659140 4 chromedriver 0x00000001047324e4 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 626904 5 chromedriver 0x00000001046e91b4 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 327080 6 chromedriver 0x0000000104b9ddc0 cxxbridge1$str$ptr + 2892848 7 chromedriver 0x0000000104ba14b0 cxxbridge1$str$ptr + 2906912 8 chromedriver 0x0000000104b8351c cxxbridge1$str$ptr + 2784140 9 chromedriver 0x0000000104ba1d34 cxxbridge1$str$ptr + 2909092 10 chromedriver 0x0000000104b73fac cxxbridge1$str$ptr + 2721308 11 chromedriver 0x0000000104bc68e8 cxxbridge1$str$ptr + 3059544 12 chromedriver 0x0000000104bc6a64 cxxbridge1$str$ptr + 3059924 13 chromedriver 0x0000000104bd7110 cxxbridge1$str$ptr + 3127168 14 libsystem_pthread.dylib 0x000000018e78fc08 _pthread_start + 136 15 libsystem_pthread.dylib 0x000000018e78aba8 thread_start + 8
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. After that, I’ll simply respond with a confirmation. It seems straightforward—no other actions are needed here. I'll just focus on using the tool correctly, and once that's done, I'll provide a final message to confirm that the navigation happened. Keeping it clear and concise is key!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=baked+lemon+chicken",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=baked+lemon+chicken')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=baked+lemon+chicken. The UI shifted from a generic Allrecipes homepage to a dedicated search results view for baked lemon chicken. The page now centers around a prominent search/results flow instead of the old homepage chrome, with a new header containing a search box and clear search button, plus a structured results list. Key visible changes include a grid/list of recipe results (each with a title, image, category tag, rating/count and a Save Recipe action), a pagination control at the bottom of the results, and a full footer/content-info section (Visit homepage, Newsletters, social links, and standard footer links). The previous extensive homepage navigation and content were largely removed in favor of a focused results experience, and the heading now reads “Search Results For” with the query shown. Interactive elements highlighted include the Clear search button, the Save Recipe buttons, and the pagination links."
}['Baked Lemon Butter Chicken Thighs - 165 Ratings', 'Baked Lemon Chicken with Mushroom Sauce - 951 Ratings', 'Lemon Chicken Tenders - 357 Ratings', 'Simple Lemon-Baked Chicken - 147 Ratings', 'Easy Baked Lemon Chicken - 51 Ratings', 'Baked Lemon Chicken Thighs with Mushroom Sauce - 25 Ratings', "Gina's Lemon Pepper Chicken - 211 Ratings", 'Lemon Chicken III - 165 Ratings', 'Greek Lemon Chicken and Potato Bake - 891 Ratings', 'Creamy Lemon Chicken Thighs - 135 Ratings', 'Baked Lemon-Rosemary Chicken - 3 Ratings', 'Chicken Oreganata - 240 Ratings', 'Easy Mediterranean Baked Chicken Breast - 150 Ratings', 'Mediterranean Lemon Chicken - 480 Ratings', 'Dijonnaise Chicken - 117 Ratings', 'Lemon Butter Chicken - 208 Ratings', 'Baked Lemon-Basil Pasta - 164 Ratings', 'Baked Chicken Schnitzel - 314 Ratings', 'Roasted Lemon Herb Chicken - 745 Ratings']
The requested information (precise list of recipe titles with numeric star ratings and exact review counts) is not reliably extractable from the provided screenshot and accessibility tree due to readability limitations. Therefore, NOOP.
{
"explanation": "**Executing recipe selection**\n\nI need to click on the recipe \"Baked Lemon Chicken with Mushroom Sauce.\" First, I'll identify the element ID in the ARIA tree. There's a link with the name \"Baked Lemon Chicken with Mushroom Sauce\" and ID \"341\" that's focusable. So, I should click on that element. I’ll use the functions.ClickTool with ID 341. It seems straightforward, so I’ll just go ahead and call it.",
"performed_steps": [
{
"name": "Click on the recipe \"Baked Lemon Chicken with Mushroom Sauce\"",
"tools": [
"ClickTool(id='341')"
]
}
]
}Error: Message: tab crashed (Session info: chrome=146.0.7680.80)
Driver python-1773507592 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1773507592 Token usage statistics: - Total: 112077 tokens (107841 input, 4236 output) - Cached: 17268 tokens (17094 input, 174 output)
Chrome driver started successfully (driver_id: python-1773507719) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. First, I'll make the call to the tool with the correct URL. After that, I should confirm that the navigation is done accurately. It’s important to provide brief steps so the user can follow along easily. Alright, let's just focus on executing this and ensuring smooth navigation! I'll get started on that right away.",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=baked+lemon+chicken",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=baked+lemon+chicken')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=baked+lemon+chicken. A new Allrecipes search results page was rendered in place of the blank root. The UI now presents a full header with navigation, a prominent search area, and a large results section for baked lemon chicken. Key visible changes include: a detailed list of recipe results each with titles, images, and a Save Recipe button, plus a section showing ratings/images for each item; a pagination control at the bottom of the results; and expanded content in the footer with links and “Follow Us”/social links. There is also a skip-to-content link, newsletter options, and header/navigation menus now visible, making the page feel like a complete, interactive results page rather than a minimal root."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL, so I'll likely use the NavigateToUrlTool from functions. It's straightforward; I'll make a single tool call to provide the URL. There's no need for any parallel actions here since it's just one straightforward navigation. After that, I plan to confirm that the navigation was successful. It’s all about keeping things simple and effective! Let’s go ahead and do it.",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/recipe/245751/baked-lemon-chicken-with-mushroom-sauce/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/recipe/245751/baked-lemon-chicken-with-mushroom-sauce/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/245751/baked-lemon-chicken-with-mushroom-sauce. A user navigation/action led to an error landing rather than the recipe results. The page that previously showed a results list has been replaced with a 404 Not Found experience. Key content changes include a reworked header/navigation: the long, category-rich header and footer were streamlined into a compact set of parser-friendly sections (e.g., DINNERS, MEALS, INGREDIENTS, etc.) with new “ABOUT US” and “GET THE MAGAZINE” links added. The main content now presents a 404 message with an image and explanatory text, replacing the recipe results area, and the site-wide search control remains but with updated labeling. The footer/contentinfo also expands to include additional links and social sections, indicating a broader but still navigable site chrome on the error page."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate back to https://www.allrecipes.com/search?q=baked+lemon+chicken",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=baked+lemon+chicken')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=baked+lemon+chicken. The page transitioned from a 404 Not Found screen to a live search results view for Allrecipes. The root area now reflects a specific query, and the header/navigation content has been expanded into a full site header with a persistent search bar and navigation links. Key content changes include a populated search results area with a large list of chicken recipes, each with titles, images, and “Save Recipe” actions, plus a dedicated pagination control for results. The footer/content-info region was broadened to reintroduce footer links, social follow sections, and site policies, replacing the previous minimal 404 content."
}NOOP because the ARIA tree does not contain any href URLs for the recipe links in the search results; links are represented by name attributes with no href values provided in the source.
{
"explanation": "**Executing JavaScript code**\n\nI need to run the provided JavaScript code that collects recipe links from the page and prints the first 15. The ExecuteJavascriptTool is available, so I should simply call it with the script. There’s no need to select elements, as I’ll just send the script string directly. I don't need to use multi_tool_use here; I'll go straight with functions.ExecuteJavascriptTool and provide the script exactly as stated in the instructions. Let's go ahead and perform this!",
"performed_steps": [
{
"name": "Execute javascript: return Array.from(document.querySelectorAll('a[href*=\"/recipe/\"]')).map(a => a.href).filter((v,i,arr) => arr.indexOf(v)===i).slice(0,15).join('\\n')",
"tools": [
"ExecuteJavascriptTool(script='return Array.from(document.querySelectorAll('a[href*=\"/recipe/\"]')).map(a => a.href).filter((v,i,arr) => arr.indexOf(v)===i).slice(0,15).join('\\n')')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "**Executing JavaScript**\n\nI need to execute JavaScript to get the document title. I’ll use the ExecuteJavascriptTool for this, running the script \"return document.title;\". It seems the execute can return values depending on the context, but since I'm focused on fetching the title, I’ll ensure I call it correctly. I only need to run this once and then report the result back to the user. Let's proceed with executing the command now!",
"performed_steps": [
{
"name": "Execute this javascript on the page and store the result: document.title",
"tools": [
"ExecuteJavascriptTool(script='document.title')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}Accessibility Tree:
<RootWebArea name="[baked lemon chicken] Results from Allrecipes" id="1" focusable="True" focused="True">
<generic id="3">
<image id="4" />
<banner id="5">
<link id="6" focusable="True">SKIP TO CONTENT</link>
<link name="Visit ' homepage" id="14" focusable="True">
<generic id="15">Allrecipes</generic>
<image id="18" />
</link>
<generic id="20">
<list id="21">
<listitem id="22" level="1">
<generic id="31">
<search id="32">
<LabelText id="34">Search the site</LabelText>
<textbox name="Search the site" id="39" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="True" labelledby="">
<generic id="41" editable="plaintext">baked lemon chicken</generic>
</textbox>
<button name="Click to search" id="44" invalid="false" focusable="True">
<image id="45" />
</button>
</search>
<generic id="47" />
</generic>
</listitem>
<listitem id="49" level="1">
<button id="50" focusable="True">Newsletters</button>
</listitem>
<listitem id="53" level="1">
<link id="54" focusable="True">Sweepstakes</link>
</listitem>
<listitem id="57" level="1">
<link name="Go to MyRecipes" id="58" focusable="True">
<image id="59" />
<image id="61" />
</link>
</listitem>
</list>
</generic>
<generic id="63">
<button name="Close menu for Allrecipes" id="65" invalid="false" focusable="True">
<image id="66" />
</button>
<generic id="68">
<link name="Visit ' homepage" id="69" focusable="True">
<generic id="70">Allrecipes</generic>
<image id="73" />
</link>
</generic>
<navigation name="Header" id="75">
<generic id="76">
<search id="77">
<LabelText id="79">Search</LabelText>
<textbox name="Search" id="82" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="True" labelledby="">
<generic id="84" editable="plaintext">baked lemon chicken</generic>
</textbox>
<button name="Click to search" id="87" invalid="false" focusable="True">
<image id="88" />
</button>
</search>
<generic id="90" />
</generic>
<list id="92">
<listitem id="93" level="1">
<link id="94" focusable="True">DINNERS<image id="97" />
</link>
</listitem>
<listitem id="100" level="1">
<link id="101" focusable="True">MEALS<image id="104" />
</link>
</listitem>
<listitem id="107" level="1">
<link id="108" focusable="True">INGREDIENTS<image id="111" />
</link>
</listitem>
<listitem id="114" level="1">
<link id="115" focusable="True">OCCASIONS<image id="118" />
</link>
</listitem>
<listitem id="121" level="1">
<link id="122" focusable="True">CUISINES<image id="125" />
</link>
</listitem>
<listitem id="128" level="1">
<link id="129" focusable="True">KITCHEN TIPS<image id="132" />
</link>
</listitem>
<listitem id="135" level="1">
<link id="136" focusable="True">NEWS<image id="139" />
</link>
</listitem>
<listitem id="142" level="1">
<link id="143" focusable="True">FEATURES<image id="146" />
</link>
</listitem>
<listitem id="149" level="1">
<link id="150" focusable="True">VIDEO</link>
</listitem>
<listitem id="153" level="1">
<link id="154" focusable="True">ABOUT US<image id="157" />
</link>
</listitem>
<listitem id="160" level="1">
<link id="161" focusable="True">GET THE MAGAZINE</link>
</listitem>
</list>
<generic id="164">
<list id="165">
<listitem id="166" level="1">
<link id="167" focusable="True">Log In to Allrecipes Account<image id="168" />
</link>
</listitem>
<listitem id="175" level="1">
<button id="176" invalid="false" focusable="True">Magazine<image id="180" />
</button>
</listitem>
<listitem id="183" level="1">
<button id="184" focusable="True">Newsletters</button>
</listitem>
<listitem id="187" level="1">
<link id="188" focusable="True">Sweepstakes</link>
</listitem>
<listitem id="191" level="1">
<link name="Go to MyRecipes" id="192" focusable="True">
<image id="193" />
<image id="195" />
</link>
</listitem>
</list>
</generic>
<generic id="197">
<generic id="198">Follow Us</generic>
<list id="201">
<listitem id="202" level="1">
<link name="Visit Allrecipes's Facebook" id="203" focusable="True">
<image id="204" />
</link>
</listitem>
<listitem id="206" level="1">
<link name="Visit Allrecipes's Instagram" id="207" focusable="True">
<image id="208" />
</link>
</listitem>
<listitem id="210" level="1">
<link name="Visit Allrecipes's Pinterest" id="211" focusable="True">
<image id="212" />
</link>
</listitem>
<listitem id="214" level="1">
<link name="Visit Allrecipes's TikTok" id="215" focusable="True">
<image id="216" />
</link>
</listitem>
<listitem id="218" level="1">
<link name="Visit Allrecipes's YouTube" id="219" focusable="True">
<image id="220" />
</link>
</listitem>
<listitem id="222" level="1">
<link name="Visit Allrecipes's Flipboard" id="223" focusable="True">
<image id="224" />
</link>
</listitem>
</list>
</generic>
</navigation>
</generic>
<navigation name="Header" id="226">
<list id="228">
<listitem id="229" level="1">
<link id="230" focusable="True">DINNERS</link>
</listitem>
<listitem id="233" level="1">
<link id="234" focusable="True">MEALS</link>
</listitem>
<listitem id="237" level="1">
<link id="238" focusable="True">INGREDIENTS</link>
</listitem>
<listitem id="241" level="1">
<link id="242" focusable="True">OCCASIONS</link>
</listitem>
<listitem id="245" level="1">
<link id="246" focusable="True">CUISINES</link>
</listitem>
<listitem id="249" level="1">
<link id="250" focusable="True">KITCHEN TIPS</link>
</listitem>
<listitem id="253" level="1">
<link id="254" focusable="True">NEWS</link>
</listitem>
<listitem id="257" level="1">
<link id="258" focusable="True">FEATURES</link>
</listitem>
<listitem id="261" level="1">
<link id="262" focusable="True">VIDEO</link>
</listitem>
</list>
<generic id="265">
<link id="266" focusable="True">ABOUT US</link>
</generic>
<generic id="269">
<link id="270" focusable="True">GET THE MAGAZINE</link>
</generic>
</navigation>
</banner>
<main id="276">
<generic id="277">
<heading id="279" level="1">Search Results For</heading>
<generic id="282">
<search id="283">
<generic id="284">
<generic id="285">
<button name="Clear search" id="287" invalid="false" focusable="True">
<image id="288" />
</button>
</generic>
<LabelText id="290">Search the site</LabelText>
<textbox name="Search the site" id="295" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="True" labelledby="">
<generic id="297" editable="plaintext">baked lemon chicken</generic>
</textbox>
</generic>
</search>
<generic id="301" />
</generic>
</generic>
<generic id="303">
<generic id="304">
<generic id="305">
<link name="Baked Lemon Butter Chicken Thighs" id="306" focusable="True">Baked Lemon Butter Chicken Thighs<generic id="307">
<generic id="308">
<generic id="309">
<image name="Looking down at a skillet of baked lemon butter chicken thighs." id="310" />
</generic>
</generic>
<generic id="311">
<button name="Save Recipe" id="312" invalid="false" focusable="True">
<image id="313" />
</button>
</generic>
</generic>
<generic id="316">CHICKEN THIGH RECIPES</generic>
<generic id="324">
<generic id="325">
<image id="326" />
<image id="328" />
<image id="330" />
<image id="332" />
<image id="334" />
</generic>
<generic id="336">165 Ratings</generic>
</generic>
</link>
<link name="Baked Lemon Chicken with Mushroom Sauce" id="341" focusable="True">Baked Lemon Chicken with Mushroom Sauce<generic id="342">
<generic id="343">
<generic id="344">
<image id="345" />
</generic>
</generic>
<generic id="346">
<button name="Save Recipe" id="347" invalid="false" focusable="True">
<image id="348" />
</button>
</generic>
</generic>
<generic id="351">CHICKEN BREAST</generic>
<generic id="359">
<generic id="360">
<image id="361" />
<image id="363" />
<image id="365" />
<image id="367" />
<image id="369" />
</generic>
<generic id="371">951 Ratings</generic>
</generic>
</link>
<link name="Lemon Chicken Tenders" id="376" focusable="True">Lemon Chicken Tenders<generic id="377">
<generic id="378">
<generic id="379">
<image name="Breaded lemon chicken tenders with lemon slice and garnished with fresh basil sprig" id="380" />
</generic>
</generic>
<generic id="381">
<button name="Save Recipe" id="382" invalid="false" focusable="True">
<image id="383" />
</button>
</generic>
</generic>
<generic id="386">BREADED CHICKEN</generic>
<generic id="393">
<generic id="394">
<image id="395" />
<image id="397" />
<image id="399" />
<image id="401" />
<image id="403" />
</generic>
<generic id="405">357 Ratings</generic>
</generic>
</link>
<link name="Simple Lemon-Baked Chicken" id="410" focusable="True">Simple Lemon-Baked Chicken<generic id="411">
<generic id="412">
<generic id="413">
<image id="414" />
</generic>
</generic>
<generic id="415">
<button name="Save Recipe" id="416" invalid="false" focusable="True">
<image id="417" />
</button>
</generic>
</generic>
<generic id="420">STUFFED</generic>
<generic id="428">
<generic id="429">
<image id="430" />
<image id="432" />
<image id="434" />
<image id="436" />
<image id="438" />
</generic>
<generic id="440">147 Ratings</generic>
</generic>
</link>
<link name="Easy Baked Lemon Chicken" id="445" focusable="True">Easy Baked Lemon Chicken<generic id="446">
<generic id="447">
<generic id="448">
<image id="449" />
</generic>
</generic>
<generic id="450">
<button name="Save Recipe" id="451" invalid="false" focusable="True">
<image id="452" />
</button>
</generic>
</generic>
<generic id="455">CHICKEN BREAST</generic>
<generic id="463">
<generic id="464">
<image id="465" />
<image id="467" />
<image id="469" />
<image id="471" />
<image id="473" />
</generic>
<generic id="475">51 Ratings</generic>
</generic>
</link>
<link name="" id="480" focusable="True">
<generic id="481">
<generic id="482">
<generic id="483">
<image name="Baked Lemon Chicken Breasts" id="484" />
</generic>
</generic>
<generic id="485">
<button name="Save Recipe" id="486" invalid="false" focusable="True">
<image id="487" />
</button>
</generic>
</generic>
<generic id="490">CHICKEN BREAST</generic>
<generic id="498">
<generic id="499">
<image id="500" />
<image id="502" />
<image id="504" />
<image id="506" />
<image id="508" />
</generic>
<generic id="510">21 Ratings</generic>
</generic>
</link>
<link name="Baked Lemon Chicken Thighs with Mushroom Sauce" id="515" focusable="True">Baked Lemon Chicken Thighs with Mushroom Sauce<generic id="516">
<generic id="517">
<generic id="518">
<image name="Baked lemon chicken thighs with mushroom sauce and baked lemon halves" id="519" />
</generic>
</generic>
<generic id="520">
<button name="Save Recipe" id="521" invalid="false" focusable="True">
<image id="522" />
</button>
</generic>
</generic>
<generic id="525">CHICKEN THIGH RECIPES</generic>
<generic id="534">
<generic id="535">
<image id="536" />
<image id="538" />
<image id="540" />
<image id="542" />
<image id="544" />
</generic>
<generic id="546">25 Ratings</generic>
</generic>
</link>
<link name="" id="551" focusable="True">
<generic id="552">
<generic id="553">
<generic id="554">
<image name="Baked Lemon-Pepper Chicken Thighs and Rice" id="555" />
</generic>
</generic>
<generic id="556">
<button name="Save Recipe" id="557" invalid="false" focusable="True">
<image id="558" />
</button>
</generic>
</generic>
<generic id="561">THIGHS</generic>
<generic id="569">
<generic id="570">
<image id="571" />
<image id="573" />
<image id="575" />
<image id="577" />
<image id="579" />
</generic>
<generic id="581">28 Ratings</generic>
</generic>
</link>
<link name="" id="586" focusable="True">
<generic id="587">
<generic id="588">
<generic id="589">
<image name="Baked Lemon-Dill Chicken Breasts" id="590" />
</generic>
</generic>
<generic id="591">
<button name="Save Recipe" id="592" invalid="false" focusable="True">
<image id="593" />
</button>
</generic>
</generic>
<generic id="596">CHICKEN BREAST</generic>
<generic id="604">
<generic id="605">
<image id="606" />
<image id="608" />
<image id="610" />
<image id="612" />
<image id="614" />
</generic>
<generic id="616">18 Ratings</generic>
</generic>
</link>
<link name="Baked Lemon Chicken and Vegetables" id="621" focusable="True">Baked Lemon Chicken and Vegetables<generic id="622">
<generic id="623">
<generic id="624">
<image name="Lemon chicken with vegetables and potatoes garnished with rosemary sprig" id="625" />
</generic>
</generic>
<generic id="626">
<button name="Save Recipe" id="627" invalid="false" focusable="True">
<image id="628" />
</button>
</generic>
</generic>
<generic id="631">CHICKEN THIGH RECIPES</generic>
<generic id="639">
<generic id="640">
<image id="641" />
<image id="643" />
<image id="645" />
<image id="647" />
<image id="649" />
</generic>
<generic id="651">1 Rating</generic>
</generic>
</link>
<link name="Gina's Lemon Pepper Chicken" id="656" focusable="True">Gina's Lemon Pepper Chicken<generic id="657">
<generic id="658">
<generic id="659">
<image name="close up view of Lemon Pepper Chicken garnished with fresh herbs on a yellow platter" id="660" />
</generic>
</generic>
<generic id="661">
<button name="Save Recipe" id="662" invalid="false" focusable="True">
<image id="663" />
</button>
</generic>
</generic>
<generic id="666">CHICKEN THIGH RECIPES</generic>
<generic id="674">
<generic id="675">
<image id="676" />
<image id="678" />
<image id="680" />
<image id="682" />
<image id="684" />
</generic>
<generic id="686">211 Ratings</generic>
</generic>
</link>
<link name="Lemon Chicken III" id="691" focusable="True">Lemon Chicken III<generic id="692">
<generic id="693">
<generic id="694">
<image id="695" />
</generic>
</generic>
<generic id="696">
<button name="Save Recipe" id="697" invalid="false" focusable="True">
<image id="698" />
</button>
</generic>
</generic>
<generic id="701">BREADED CHICKEN</generic>
<generic id="708">
<generic id="709">
<image id="710" />
<image id="712" />
<image id="714" />
<image id="716" />
<image id="718" />
</generic>
<generic id="720">165 Ratings</generic>
</generic>
</link>
<link name="Greek Lemon Chicken and Potato Bake" id="725" focusable="True">Greek Lemon Chicken and Potato Bake<generic id="726">
<generic id="727">
<generic id="728">
<image id="729" />
</generic>
</generic>
<generic id="730">
<button name="Save Recipe" id="731" invalid="false" focusable="True">
<image id="732" />
</button>
</generic>
</generic>
<generic id="735">GREEK</generic>
<generic id="743">
<generic id="744">
<image id="745" />
<image id="747" />
<image id="749" />
<image id="751" />
<image id="753" />
</generic>
<generic id="755">891 Ratings</generic>
</generic>
</link>
<link name="Creamy Lemon Chicken Thighs" id="760" focusable="True">Creamy Lemon Chicken Thighs<generic id="761">
<generic id="762">
<generic id="763">
<image name="close up view of a Creamy Lemon Chicken Thigh garnished with herbs, served with rice and carrots on a plate" id="764" />
</generic>
</generic>
<generic id="765">
<button name="Save Recipe" id="766" invalid="false" focusable="True">
<image id="767" />
</button>
</generic>
</generic>
<generic id="770">CHICKEN THIGH RECIPES</generic>
<generic id="778">
<generic id="779">
<image id="780" />
<image id="782" />
<image id="784" />
<image id="786" />
<image id="788" />
</generic>
<generic id="790">135 Ratings</generic>
</generic>
</link>
<link name="Baked Lemon-Rosemary Chicken" id="795" focusable="True">Baked Lemon-Rosemary Chicken<generic id="796">
<generic id="797">
<generic id="798">
<image name="Card Placeholder Image" id="799" />
</generic>
</generic>
<generic id="800">
<button name="Save Recipe" id="801" invalid="false" focusable="True">
<image id="802" />
</button>
</generic>
</generic>
<generic id="805">CHICKEN BREAST</generic>
<generic id="813">
<generic id="814">
<image id="815" />
<image id="817" />
<image id="819" />
<image id="821" />
<image id="823" />
</generic>
<generic id="825">3 Ratings</generic>
</generic>
</link>
<link name="Chicken Oreganata" id="830" focusable="True">Chicken Oreganata<generic id="831">
<generic id="832">
<generic id="833">
<image id="834" />
</generic>
</generic>
<generic id="835">
<button name="Save Recipe" id="836" invalid="false" focusable="True">
<image id="837" />
</button>
</generic>
</generic>
<generic id="840">CHICKEN THIGH RECIPES</generic>
<generic id="847">
<generic id="848">
<image id="849" />
<image id="851" />
<image id="853" />
<image id="855" />
<image id="857" />
</generic>
<generic id="859">240 Ratings</generic>
</generic>
</link>
<link name="Easy Mediterranean Baked Chicken Breast" id="864" focusable="True">Easy Mediterranean Baked Chicken Breast<generic id="865">
<generic id="866">
<generic id="867">
<image name="Herbed baked chicken breasts on white plate" id="868" />
</generic>
</generic>
<generic id="869">
<button name="Save Recipe" id="870" invalid="false" focusable="True">
<image id="871" />
</button>
</generic>
</generic>
<generic id="874">CHICKEN BREAST</generic>
<generic id="882">
<generic id="883">
<image id="884" />
<image id="886" />
<image id="888" />
<image id="890" />
<image id="892" />
</generic>
<generic id="894">150 Ratings</generic>
</generic>
</link>
<link name="" id="899" focusable="True">
<generic id="900">
<generic id="901">
<generic id="902">
<image name="Pan-Roasted Chicken with Lemon-Garlic Brussels Sprouts and Potatoes" id="903" />
</generic>
</generic>
<generic id="904">
<button name="Save Recipe" id="905" invalid="false" focusable="True">
<image id="906" />
</button>
</generic>
</generic>
<generic id="909">CHICKEN BREAST</generic>
<generic id="919">
<generic id="920">
<image id="921" />
<image id="923" />
<image id="925" />
<image id="927" />
<image id="929" />
</generic>
<generic id="931">110 Ratings</generic>
</generic>
</link>
<link name="" id="936" focusable="True">
<generic id="937">
<generic id="938">
<generic id="939">
<image name="Mediterranean Lemon Chicken" id="940" />
</generic>
</generic>
<generic id="941">
<button name="Save Recipe" id="942" invalid="false" focusable="True">
<image id="943" />
</button>
</generic>
</generic>
<generic id="946">CHICKEN LEG RECIPES</generic>
<generic id="954">
<generic id="955">
<image id="956" />
<image id="958" />
<image id="960" />
<image id="962" />
<image id="964" />
</generic>
<generic id="966">480 Ratings</generic>
</generic>
</link>
<link name="Dijonnaise Chicken" id="971" focusable="True">Dijonnaise Chicken<generic id="972">
<generic id="973">
<generic id="974">
<image name="Chicken breast with mustard sauce and wild rice and salad on the side" id="975" />
</generic>
</generic>
<generic id="976">
<button name="Save Recipe" id="977" invalid="false" focusable="True">
<image id="978" />
</button>
</generic>
</generic>
<generic id="981">CHICKEN BREAST</generic>
<generic id="988">
<generic id="989">
<image id="990" />
<image id="992" />
<image id="994" />
<image id="996" />
<image id="998" />
</generic>
<generic id="1000">117 Ratings</generic>
</generic>
</link>
<link name="Lemon Butter Chicken" id="1005" focusable="True">Lemon Butter Chicken<generic id="1006">
<generic id="1007">
<generic id="1008">
<image id="1009" />
</generic>
</generic>
<generic id="1010">
<button name="Save Recipe" id="1011" invalid="false" focusable="True">
<image id="1012" />
</button>
</generic>
</generic>
<generic id="1015">CHICKEN BREAST</generic>
<generic id="1022">
<generic id="1023">
<image id="1024" />
<image id="1026" />
<image id="1028" />
<image id="1030" />
<image id="1032" />
</generic>
<generic id="1034">208 Ratings</generic>
</generic>
</link>
<link name="Baked Lemon-Basil Pasta" id="1039" focusable="True">Baked Lemon-Basil Pasta<generic id="1040">
<generic id="1041">
<generic id="1042">
<image id="1043" />
</generic>
</generic>
<generic id="1044">
<button name="Save Recipe" id="1045" invalid="false" focusable="True">
<image id="1046" />
</button>
</generic>
</generic>
<generic id="1049">CHICKEN</generic>
<generic id="1057">
<generic id="1058">
<image id="1059" />
<image id="1061" />
<image id="1063" />
<image id="1065" />
<image id="1067" />
</generic>
<generic id="1069">164 Ratings</generic>
</generic>
</link>
<link name="Baked Chicken Schnitzel" id="1074" focusable="True">Baked Chicken Schnitzel<generic id="1075">
<generic id="1076">
<generic id="1077">
<image name="a breaded chicken breast on a dinner plate garnished with a twisted lemon slice and chopped parsley" id="1078" />
</generic>
</generic>
<generic id="1079">
<button name="Save Recipe" id="1080" invalid="false" focusable="True">
<image id="1081" />
</button>
</generic>
</generic>
<generic id="1084">BREADED CHICKEN</generic>
<generic id="1092">
<generic id="1093">
<image id="1094" />
<image id="1096" />
<image id="1098" />
<image id="1100" />
<image id="1102" />
</generic>
<generic id="1104">314 Ratings</generic>
</generic>
</link>
<link name="Roasted Lemon Herb Chicken" id="1109" focusable="True">Roasted Lemon Herb Chicken<generic id="1110">
<generic id="1111">
<generic id="1112">
<image id="1113" />
</generic>
</generic>
<generic id="1114">
<button name="Save Recipe" id="1115" invalid="false" focusable="True">
<image id="1116" />
</button>
</generic>
</generic>
<generic id="1119">WHOLE CHICKEN RECIPES</generic>
<generic id="1127">
<generic id="1128">
<image id="1129" />
<image id="1131" />
<image id="1133" />
<image id="1135" />
<image id="1137" />
</generic>
<generic id="1139">745 Ratings</generic>
</generic>
</link>
</generic>
</generic>
<list name="Search results pagination" id="1144">
<listitem id="1145" level="1">
<link name="Current page, page 1" id="1146" focusable="True">1</link>
</listitem>
<listitem id="1149" level="1">
<link name="Go to page 2 of search results" id="1150" focusable="True">2</link>
</listitem>
<listitem id="1153" level="1">
<link name="Go to page 3 of search results" id="1154" focusable="True">3</link>
</listitem>
<listitem id="1157" level="1">
<link name="Go to page 4 of search results" id="1158" focusable="True">4</link>
</listitem>
<listitem id="1161" level="1">
<link name="Go to page 5 of search results" id="1162" focusable="True">5</link>
</listitem>
<listitem id="1165" level="1">
<link name="Go to the next page of search results, page 2" id="1166" focusable="True">NEXT<image id="1170" />
</link>
</listitem>
</list>
</generic>
</main>
<contentinfo id="1172">
<generic id="1175">
<link name="Visit ' homepage" id="1176" focusable="True">
<generic id="1177">Allrecipes</generic>
<image id="1180" />
</link>
</generic>
<generic id="1182">
<button id="1183" focusable="True">NEWSLETTERS</button>
</generic>
<generic id="1188">
<generic id="1189">Follow Us</generic>
<list id="1192">
<listitem id="1193" level="1">
<link name="Visit Allrecipes's Facebook" id="1194" focusable="True">
<image id="1196" />
</link>
</listitem>
<listitem id="1198" level="1">
<link name="Visit Allrecipes's Instagram" id="1199" focusable="True">
<image id="1201" />
</link>
</listitem>
<listitem id="1203" level="1">
<link name="Visit Allrecipes's Pinterest" id="1204" focusable="True">
<image id="1206" />
</link>
</listitem>
<listitem id="1208" level="1">
<link name="Visit Allrecipes's TikTok" id="1209" focusable="True">
<image id="1211" />
</link>
</listitem>
<listitem id="1213" level="1">
<link name="Visit Allrecipes's YouTube" id="1214" focusable="True">
<image id="1216" />
</link>
</listitem>
<listitem id="1218" level="1">
<link name="Visit Allrecipes's Flipboard" id="1219" focusable="True">
<image id="1221" />
</link>
</listitem>
</list>
</generic>
<navigation name="Footer" id="1224">
<list id="1225">
<listitem id="1226" level="1">
<link id="1227" focusable="True">DINNERS</link>
</listitem>
<listitem id="1230" level="1">
<link id="1231" focusable="True">MEALS</link>
</listitem>
<listitem id="1234" level="1">
<link id="1235" focusable="True">INGREDIENTS</link>
</listitem>
<listitem id="1238" level="1">
<link id="1239" focusable="True">OCCASIONS</link>
</listitem>
<listitem id="1242" level="1">
<link id="1243" focusable="True">CUISINES</link>
</listitem>
<listitem id="1246" level="1">
<link id="1247" focusable="True">KITCHEN TIPS</link>
</listitem>
<listitem id="1250" level="1">
<link id="1251" focusable="True">NEWS</link>
</listitem>
<listitem id="1254" level="1">
<link id="1255" focusable="True">FEATURES</link>
</listitem>
<listitem id="1258" level="1">
<link id="1259" focusable="True">VIDEO</link>
</listitem>
</list>
</navigation>
<list id="1262">
<listitem id="1263" level="1">
<link id="1264" focusable="True">About Us</link>
</listitem>
<listitem id="1267" level="1">
<link id="1268" focusable="True">Editorial Process</link>
</listitem>
<listitem id="1271" level="1">
<link id="1272" focusable="True">Privacy Policy</link>
</listitem>
<listitem id="1275" level="1">
<link id="1276" focusable="True">Product Vetting</link>
</listitem>
<listitem id="1279" level="1">
<link id="1280" focusable="True">Terms of Service</link>
</listitem>
<listitem id="1283" level="1">
<link id="1284" focusable="True">Advertise</link>
</listitem>
<listitem id="1287" level="1">
<link id="1288" focusable="True">Careers</link>
</listitem>
<listitem id="1291" level="1">
<link id="1292" focusable="True">Contact</link>
</listitem>
<listitem id="1295" level="1">
<button name="Your Privacy Choices" id="1296" invalid="false" focusable="True">Your Privacy Choices<image name="Manage Your Privacy Choices" id="1301" />
</button>
</listitem>
<listitem id="1303" level="1">
<link id="1304" focusable="True">Manage Your Magazine Subscription</link>
</listitem>
<listitem id="1308" level="1">
<link id="1309" focusable="True">Magazine Subscription Help</link>
</listitem>
</list>
<generic id="1313">
<image id="1315" />
<generic id="1318">Allrecipes is part of the publishing family.<link id="1321" focusable="True">People Inc.</link>
</generic>
</generic>
</contentinfo>
<image id="1333" />
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</RootWebArea><RootWebArea id="1334" focusable="True" /><RootWebArea id="1337" focusable="True" /><RootWebArea id="1339" focusable="True" />{
"explanation": "**Navigating to a recipe link**\n\nI need to right-click the \"Baked Lemon Chicken with Mushroom Sauce\" link to get its URL, but the tool doesn't support right-clicking. Maybe I can simulate a click instead? I see that the link has an element ID of 341. Since we can't right-click, I could use the ClickTool on ID 341. The aim is to navigate to the recipe's URL, so I'll proceed with this clicking method to get to the page. **Executing the click action**\n\nIf the page loads, it should be the recipe page. So, I’ll click on element ID 341, which should take me there. After the click, I need to confirm the URL to ensure I'm on the right page. The tool will navigate automatically upon executing this, so I'll use functions.ClickTool with ID 341 to proceed. Fingers crossed that this works smoothly! Let's get to that delicious recipe!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/recipe/245751/baked-lemon-chicken-with-mushroom-sauce/ but first try right-clicking the \"Baked Lemon Chicken with Mushroom Sauce\" link to get its URL",
"tools": [
"ClickTool(id='341')"
]
}
]
}Error: Message: tab crashed (Session info: chrome=146.0.7680.80)
Driver python-1773507719 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1773507719 Token usage statistics: - Total: 54641 tokens (53513 input, 1128 output) - Cached: 1372 tokens (1006 input, 366 output)
Chrome driver started successfully (driver_id: python-1773507829) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to a URL**\n\nI'm planning to navigate to a specific URL using the functions.NavigateToUrlTool. I need to provide the URL and potentially confirm the action before proceeding. After completing the navigation, I'll report that it's done. It looks like I just need to make a single tool call for this task. Keeping it straightforward should help things go smoothly!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=baked+lemon+chicken",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=baked+lemon+chicken')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=baked+lemon+chicken. The page transformed from a generic root to a dedicated Allrecipes results page for baked lemon chicken, with a prominent header and content area. The UI now includes a full header/navigation, a skip-to-content link, and a large search/header region with a search box and quick links (Newsletters, Sweepstakes, MyRecipes), plus a “Follow Us” social section. The main area becomes a rich search results layout: a heading, a search form, and a long list of recipe results (each item shows title, images, category, and a Save Recipe button), followed by pagination. The bottom contentinfo adds a footer-like set of site links and social/follow options, completing the full header-to-footer layout. There are also some extra root-area wrappers present at the end."
}{
"explanation": "**Executing JavaScript snippet**\n\nI need to execute the JavaScript snippet provided by the user. I’ll use the ExecuteJavascriptTool with the script, specifically calling for JSON.stringify. After running the tool, I won't know the exact output, but I’ll present the result to the user once it's available. It’s important that I follow the instructions correctly, so I’m ready to perform the action and share what I get back. Let’s get started!",
"performed_steps": [
{
"name": "Execute javascript: return JSON.stringify(Array.from(document.querySelectorAll('a[href*=\"/recipe/\"]')).map(a=>a.href).filter((v,i,a)=>a.indexOf(v)===i).slice(0,20))",
"tools": [
"ExecuteJavascriptTool(script='return JSON.stringify(Array.from(document.querySelectorAll('a[href*=\"/recipe/\"]')).map(a=>a.href).filter((v,i,a)=>a.indexOf(v)===i).slice(0,20))')"
]
}
],
"changes": "URL did not change. User opened or navigated to the baked lemon chicken results page from Allrecipes. The only change is that the main results region no longer has an active focus state; it previously showed focused=\"True\" and remains focusable but not focused. Content inside the area (image and banner) remains the same, with no other structural changes to the results list."
}{
"explanation": "I need to execute the provided JavaScript to set the document title. To do that, I’ll use the ExecuteJavascriptTool and include the script content exactly as given. I’m planning to proceed with the tool call and then respond to confirm the action has been completed. There’s no need to get into an analysis of ARIA since this is a straightforward task that only requires running a single tool.",
"performed_steps": [
{
"name": "Execute this javascript to add recipe URLs to the page title: document.title = Array.from(document.querySelectorAll('a[href*=\"/recipe/\"]')).map(a=>a.href).slice(0,5).join(' | ')",
"tools": [
"ExecuteJavascriptTool(script='document.title = Array.from(document.querySelectorAll('a[href*=\"/recipe/\"]')).map(a=>a.href).slice(0,5).join(' | ')')"
]
}
],
"changes": "URL did not change. The interface transitioned from a generic “Results from Allrecipes” area to a more explicit multi-recipe results container. The RootWebArea’s label was expanded to list several recipe URLs, turning the area into a collection of individual Allrecipes recipes rather than a single results label. Aside from the label change, the internal content structure (generic container, image, and banner) remains the same, indicating that the same content blocks are present but now contextualized as multiple linked recipes. The area remains focusable, preserving accessibility for keyboard navigation."
}['Search Results For', 'https://www.allrecipes.com/recipe/272544/baked-lemon-butter-chicken-thighs/ | https://www.allrecipes.com/recipe/8714/baked-lemon-chicken-with-mushroom-sauce/ | https://www.allrecipes.com/recipe/89590/lemon-chicken-tenders/ | https://www.allrecipes.com/recipe/17815/simply-lemon-baked-chicken/ | https://www.allrecipes.com/recipe/231698/easy-baked-lemon-chicken/']
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/recipe/8714/baked-lemon-chicken-with-mushroom-sauce/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/recipe/8714/baked-lemon-chicken-with-mushroom-sauce/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/8714/baked-lemon-chicken-with-mushroom-sauce/. The user navigated from a broad Allrecipes site layout into a specific Baked Lemon Chicken with Mushroom Sauce recipe page. The page now centers around a detailed recipe view with a prominent title and rich content, including images, ratings, prep/cook times, ingredients, directions, nutrition facts, user reviews, and sharing actions. Key content changes group around a new recipe-focused layout: a left-side or inline recipe category navigation (RECIPES, MEAT AND POULTRY, CHICKEN, etc.), a Save/Rate/Print/Share action cluster, a full ingredients and steps section with time and serving details, and an expansive Reviews area with “Read More” and interactive rating controls. Several prior site chrome elements (top navigation, header links, and pagination) were removed or replaced by the recipe-centric content, and new “You’ll Also Love” recommendations appear below the main content."
}['Baked Lemon Chicken with Mushroom Sauce', 4.3, 951, 'Prep Time: 15 mins', 'Cook Time: 40 mins', '1 tablespoon olive oil', '6skinless, boneless chicken breast halves', '1lemon', '¼ cup butter', '3 cups fresh sliced mushrooms', '2 tablespoons all-purpose flour', '½ cup chicken broth, or more as needed', '1 tablespoon chopped fresh parsley']
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL, so I'll respond with a navigation action using the NavigateToUrlTool with the given URL. I wonder if I need to handle multiple steps or just perform the navigation. It seems like I can keep it straightforward and focus on calling functions.NavigateToUrlTool. I'll confirm that I have the right URL and then proceed. Let’s make sure to carry out the navigation!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=baked+lemon+chicken",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=baked+lemon+chicken')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=baked+lemon+chicken. A user flow change shifted from viewing a single recipe page to a search-results experience for baked lemon chicken. The page now presents a prominent header and search controls, replacing the detailed recipe content with a grid/list of multiple related recipes and a pagination control. Key visible changes include: a new search bar in the header and numerous recipe result entries (e.g., Baked Lemon Butter Chicken Thighs, Lemon Chicken Tenders, etc.) with thumbnails and ratings, plus a dedicated “Search Results For” heading; a search results pagination list; and a footer/content-info area with social links, magazine prompts, and site navigation. The previous recipe-specific actions (savers, ratings, nutrition, reviews) are removed in favor of exploring other recipes from the results."
}{
"explanation": "**Executing JavaScript code**\n\nI need to run some JavaScript using the ExecuteJavascript tool. The plan is to provide a script that sets the document title to specific recipe links. I think I can go ahead and run this without needing to interact with the UI. Once I execute the tool, I expect a positive outcome, so I’ll just respond with a brief confirmation afterward. The next step is to proceed with the tool call!",
"performed_steps": [
{
"name": "Execute this javascript: document.title = Array.from(document.querySelectorAll('a[href*=\"/recipe/\"]')).map(a=>a.href).filter((v,i,a)=>a.indexOf(v)===i).slice(5,20).join(' | ')",
"tools": [
"ExecuteJavascriptTool(script='document.title = Array.from(document.querySelectorAll('a[href*=\"/recipe/\"]')).map(a=>a.href).filter((v,i,a)=>a.indexOf(v)===i).slice(5,20).join(' | ');')"
]
}
],
"changes": "URL did not change. The page now presents a broader set of recipe results instead of a single labeled search result. The RootWebArea name was changed from a single “[baked lemon chicken] Results from Allrecipes” to a long list of individual Allrecipes recipe URLs, suggesting a multi-item results collection. Visually, the main area continues to show generic content (image and banner remain), but the content scope expanded to include many recipe links (multiple URLs separated by pipes) within the same focusable region. The focusability remains true, so the area can still receive keyboard focus."
}https://www.allrecipes.com/recipe/280212/baked-lemon-chicken-breasts/ | https://www.allrecipes.com/recipe/231697/baked-lemon-chicken-thighs-with-mushroom-sauce/ | https://www.allrecipes.com/recipe/282372/baked-lemon-pepper-chicken-thighs-and-rice/ | https://www.allrecipes.com/recipe/286335/baked-lemon-dill-chicken-breasts/ | https://www.allrecipes.com/recipe/280213/baked-lemon-chicken-and-vegetables/ | https://www.allrecipes.com/recipe/8863/ginas-lemon-pepper-chicken/ | https://www.allrecipes.com/recipe/24793/lemon-chicken-iii/ | https://www.allrecipes.com/recipe/242402/greek-lemon-chicken-and-potato-bake/ | https://www.allrecipes.com/recipe/272322/creamy-lemon-chicken-thighs/ | https://www.allrecipes.com/recipe/280309/baked-lemon-rosemary-chicken/ | https://www.allrecipes.com/recipe/8676/chicken-oreganato/ | https://www.allrecipes.com/recipe/260445/easy-mediterranean-baked-chicken-breast/ | https://www.allrecipes.com/recipe/221160/pan-roasted-chicken-with-lemon-garlic-brussels-sprouts-and-potatoes/ | https://www.allrecipes.com/recipe/8596/mediterranean-lemon-chicken/ | https://www.allrecipes.com/recipe/20128/dijonnaise-chicken/
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/recipe/242402/greek-lemon-chicken-and-potato-bake/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/recipe/242402/greek-lemon-chicken-and-potato-bake/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/242402/greek-lemon-chicken-and-potato-bake/. You navigated from a generic Allrecipes listing to a specific recipe page. The all-in-one recipe index and site chrome were largely removed, and the view was restructured into a focused recipe presentation. The after-state replaces the long search/navigation chrome with a recipe-centric layout: a clear recipe title (Greek Lemon Chicken and Potato Bake), image gallery, ratings and reviews, ingredients with serving controls, step-by-step directions, nutrition facts, and interactive actions (Save, Rate, Print, Share, I Made It). A new “You’ll Also Love” section surfaces related Greek- and lemon-style dishes, replacing the previous broader header links and pagination."
}[4.6, '689 REVIEWS', '10 mins', '4chicken leg quarters', '1 (24 ounce) bag small potatoes', '½ cup olive oil', '2 lemons, juiced, divided', '2 tablespoons dried basil', '2 tablespoons dried oregano', '1 tablespoon salt', '1 tablespoon ground black pepper', '2 tablespoons lemon and herb seasoning', '1 (12 ounce) package fresh green beans']
Driver python-1773507829 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1773507829 Token usage statistics: - Total: 119084 tokens (115796 input, 3288 output) - Cached: 0 tokens (0 input, 0 output)


Chrome driver started successfully (driver_id: python-1772417564) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=eggplant+parmesan",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=eggplant+parmesan')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=eggplant+parmesan. The UI now renders a full Allrecipes search results page rather than the previous empty root area. A named root region appears with skip-to-content, header navigation, a search box, and a main content area showing Eggplant Parmesan recipes, plus a large header/banner and a comprehensive footer. Key changes include: a detailed header with navigation items and a search widget, a main section that greets with “Search Results For” and lists numerous Eggplant Parmesan recipe results each with images, ratings, and a Save Recipe button, and a pagination control. The page also gains a contentinfo region containing external links (Follow Us), social links, and footer navigation, transforming the prior minimal structure into a fully navigable results interface."
}['Eggplant Parmesan', '3,608 Ratings', '3,608 Ratings', 'Air Fryer Eggplant Parmesan', '119 Ratings', '119 Ratings', 'Stuffed Eggplant Parmesan', '145 Ratings', '145 Ratings', 'Eggplant Parmesan I', '555 Ratings', '555 Ratings', 'Quick Eggplant Parmesan', '143 Ratings', '143 Ratings', 'Eggplant Parmesan Casserole', '188 Ratings', '188 Ratings', 'Eggplant Parmesan with Fresh Basil and Smoked Mozzarella', '79 Ratings', '79 Ratings', 'Cheesy Eggplant Parmesan Casserole', '74 Ratings', '74 Ratings', 'RAGÚ No-Frying Eggplant Parmesan', '64 Ratings', '64 Ratings', 'Eggplant Parmesan With Easy Homemade Sauce', '71 Ratings', '71 Ratings', 'Healthier Eggplant Parmesan', '70 Ratings', '70 Ratings', 'Eggplant Parmesan - Gluten-Free', '26 Ratings', '26 Ratings', 'Pasta Melanzana', '135 Ratings', '135 Ratings', 'Eggplant Parmigiana Caponata', '45 Ratings', '45 Ratings', 'Fried Eggplant Parmesan', '10 Ratings', '10 Ratings', 'Crispy Eggplant Parmesan Stacks', '22 Ratings', '22 Ratings', 'Italian Eggplant Parmigiana', '30 Ratings', '30 Ratings', 'Eggplant Parmesan', '1 Rating', '1 Rating', 'Eggplant Parmesan Bites', '1 Rating', '1 Rating']
{
"explanation": "**Navigating recipe links**\n\nI need to start by clicking the \"Eggplant Parmesan\" recipe link in the search results. I've found a list of links related to Eggplant Parmesan, and the first one seems to have an ID of 1040 but isn't the actual first in the listing. The first link has an ID of 306. It looks like I should actually click on the link with the ID 306 instead of 1040. Let's proceed with that! **Selecting the correct link**\n\nI've noted that the link with ID 1040 is actually a later entry for \"Eggplant Parmesan.\" The instruction specifies that I need to click the first \"Eggplant Parmesan\" recipe link in the search results. It seems the first entry is the one with the ID 306. Therefore, my action will be to click on the link with ID 306. I’ll go ahead and perform the tool call!",
"performed_steps": [
{
"name": "Click on the first \"Eggplant Parmesan\" recipe link in the search results",
"tools": [
"ClickTool(id='306')"
]
}
]
}Error: Message: tab crashed (Session info: chrome=145.0.7632.117)
Driver python-1772417564 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772417564 Token usage statistics: - Total: 22405 tokens (19869 input, 2536 output) - Cached: 0 tokens (0 input, 0 output)
Chrome driver started successfully (driver_id: python-1772417625) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to use the NavigateToUrlTool to get to a specific URL. First, I'll invoke the tool with the desired URL. After that, I might want to confirm that we've successfully navigated there. It's all about providing clear and concise steps to make sure everything goes smoothly. This method should help keep everything organized and easy to follow! Now, let’s go ahead and call the tool.",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/recipe/13814/eggplant-parmesan-ii/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/recipe/13814/eggplant-parmesan-ii/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/13814/eggplant-parmesan-ii. The user was shown a dedicated 404 page rather than a blank or generic area. The after-state expands into a full page with site chrome: a header/banner with skip link, navigation menus, and header/footer sections, plus a main content area showing a 404 image, a bold “Oops!” heading, and a descriptive unavailable-page message. In addition to the 404 messaging, the page now exposes a complete, accessible structure: skip-to-content, top navigation with sections (e.g., DINNERS, MEALS, INGREDIENTS, etc.), a search control, social/follow links, and a detailed footer with multiple labeled links and a privacy options button. Overall, the UI now presents a full, navigable site frame around the not-found content."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate using the NavigateToUrlTool, inputting the URL directly. After that, I'll respond with the result, even though there's no visible page. It's important to proceed with the tool call, and then I'll confirm that I've successfully navigated. I want to keep the steps clear and minimal for easy understanding. Okay, let's go ahead and make that call!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=eggplant+parmesan",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=eggplant+parmesan')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=eggplant+parmesan. A page-level navigation and content overhaul occurred: the 404 page was replaced with a full search results interface for Allrecipes. The header, navigation, and footer chrome reappear, replacing the plain 404 banner. Key content changes include a live search area with a prefilled query, a main results section titled \"Search Results For\" showing multiple Eggplant Parmesan recipes (each with image, title, and a Save Recipe button), and a pagination control for results. The old error copy and minimal content are removed in favor of rich recipe results, thumbnails, and related footer/social links for broader site navigation."
}The ARIA accessibility tree lists the top recipe as a link with the name Eggplant Parmesan (id 263), but no actual URL/link href is provided in the tree. Therefore, the precise URLs/links cannot be retrieved from the given material.
{
"explanation": "**Navigating a recipe link**\n\nI need to right-click on the first \"Eggplant Parmesan\" recipe result, or just click it to open it in a new tab. I found the element I need: in the ARIA tree, there's a link for Eggplant Parmesan with id 306. However, it seems there's no right-click tool. I'll simulate a click instead, using functions.ClickTool on id 306. One tool call will do the trick. I'll confirm after executing the command!",
"performed_steps": [
{
"name": "Right-click on the first \"Eggplant Parmesan\" recipe result to open it in a new tab, or simply click on it to navigate to it",
"tools": [
"ClickTool(id='306')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/25321/eggplant-parmesan-ii/. You browsed from a generic Allrecipes results page into a dedicated recipe page for Eggplant Parmesan. The page now centers on a detailed Eggplant Parmesan recipe with a prominent title, image gallery, rating/metadata, descriptive paragraph, and a full recipe foundation (ingredients, quantities, directions, nutrition facts, and user reviews). Content-wise, related actions and UI elements were added: a left-side recipe-category list, a Stop searching banner with a Close button, and a “You’ll Also Love” section featuring multiple Eggplant Parmesan variants. The old header navigation and broad site-wide menus were largely removed or replaced, and the previous search controls were simplified or emptied, reflecting a shift from a search results hub to a rich, standalone recipe experience."
}['Eggplant Parmesan', 4.7, '3,608 ratings', '25 mins', '35 mins', '1 hr', 10]
Driver python-1772417625 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772417625 Token usage statistics: - Total: 42547 tokens (41036 input, 1511 output) - Cached: 0 tokens (0 input, 0 output)






Chrome driver started successfully (driver_id: python-1772417731) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/ and search for \"quinoa salad\"",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. A user navigated from a minimal page to a full homepage view. The UI now renders a complete Allrecipes layout with a prominent header, navigation, and main content sections, plus a footer. Key changes include a Skip to Content link, a detailed header with search, menus (DINNERS, MEALS, INGREDIENTS, etc.), and a “Follow Us” area, followed by a rich main area containing featured content, trending sections, and multiple recipe cards with images, titles, blurbs, and Save/View actions. The page also adds a comprehensive contentinfo/footer containing site links, social links, and legal/privacy options."
}Error: Message: element not interactable (Session info: chrome=145.0.7632.117); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x00000001047516b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x0000000104749a50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x0000000104226370 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74924 3 chromedriver 0x0000000104267528 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 341604 4 chromedriver 0x000000010426525c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332696 5 chromedriver 0x00000001042ae620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 6 chromedriver 0x0000000104263b9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 7 chromedriver 0x0000000104710680 cxxbridge1$str$ptr + 2861308 8 chromedriver 0x0000000104713dd4 cxxbridge1$str$ptr + 2875472 9 chromedriver 0x00000001046f5a7c cxxbridge1$str$ptr + 2751736 10 chromedriver 0x0000000104714658 cxxbridge1$str$ptr + 2877652 11 chromedriver 0x00000001046e5ffc cxxbridge1$str$ptr + 2687608 12 chromedriver 0x0000000104738d78 cxxbridge1$str$ptr + 3026932 13 chromedriver 0x0000000104738ef4 cxxbridge1$str$ptr + 3027312 14 chromedriver 0x00000001047496a8 cxxbridge1$str$ptr + 3094820 15 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 16 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=quinoa+salad",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=quinoa+salad')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=quinoa+salad. The interface switched from a generic homepage chrome to a focused search results experience for a quinoa salad query. The Allrecipes navigation and heavy promotional content were largely removed, replaced with a header containing a search box, a compact navigation list, and a “Get the Magazine / About Us” style secondary group. Key content changes include a new main section titled “Search Results For” that lists multiple quinoa salad recipes with thumbnails, categories, ratings, and a Save Recipe action. There is also a dedicated pagination control (“Search results pagination”) and a content-info/footer area restructured to include homepage link, newsletters, and social links, while the large hero and editorial-heavy sections were removed."
}['Easy Quinoa Salad — 1,533 Ratings', 'Mediterranean Quinoa Salad — 605 Ratings', 'Southwestern Quinoa Salad — 161 Ratings', 'Best Greek Quinoa Salad — 162 Ratings', 'Cranberry and Cilantro Quinoa Salad — 554 Ratings', 'Kale and Quinoa Salad — 276 Ratings', 'Lemon-Basil Quinoa Salad — 86 Ratings', 'Quinoa Salad with Dried Fruit and Nuts — 88 Ratings', 'Kale, Quinoa, and Avocado Salad with Lemon Dijon Vinaigrette — 598 Ratings', 'Red Quinoa and Avocado Salad — 87 Ratings', 'Quinoa Veggie Salad with Zesty Vinaigrette — 105 Ratings', 'Cranberry Lentil and Quinoa Salad — 56 Ratings', 'Cranberry Apple Pecan Quinoa Salad — 55 Ratings', 'Amazing Mexican Quinoa Salad — 63 Ratings', 'Black Bean, Corn, and Quinoa Salad — 49 Ratings', 'Quinoa Vegetable Salad — 151 Ratings', 'Quinoa Salad with Mint, Almonds and Cranberries — 57 Ratings', 'Quinoa, Beet, and Arugula Salad — 208 Ratings', 'Garbanzo Bean and Quinoa Salad — 45 Ratings', 'Roasted Sweet Potato Quinoa Salad — 49 Ratings', 'Quinoa Summer Salad with Feta — 31 Ratings', 'Quinoa Pilaf — 80 Ratings', 'Greek Quinoa Salad — 13 Ratings', 'Asian Quinoa Salad — 15 Ratings']
{
"explanation": "**Executing click on recipe**\n\nI need to click on the \"Easy Quinoa Salad\" recipe, which is listed in the ARIA tree as a link. It has an ID of 306 and is focusable. I’ll perform a click on this element using the ClickTool with the ID of 306. There's no need for parallel processes here, so I’ll just focus on this one action and then respond with the result afterward. Let's make this happen!",
"performed_steps": [
{
"name": "Click on the \"Easy Quinoa Salad\" recipe",
"tools": [
"ClickTool(id='306')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/229156/zesty-quinoa-salad/. You opened a specific recipe page for Easy Quinoa Salad, transitioning from a generic search results view. The top-level area now focuses the recipe detail rather than listing results, and the page is reorganized under an article with rich content. Content changes include a full recipe presentation: a title and image gallery, rating and review counts, ingredients, directions, nutrition facts, and interactive actions (Save, Rate, Print, Share, I Made It). A new “You’ll Also Love” section replaces the previous broad header/navigation, and multiple related recipe cards are added. The old site-wide header and extensive navigation menu are largely removed, and the older search controls in the header are replaced by a compact in-article search and a small promotional link banner. Pagination for search results is removed, and a callout banner (“Stop searching, start saving with MyRecipes”) is added near the banner."
}['Easy Quinoa Salad', 4.8, '1,125 REVIEWS', 'Prep Time: 15 mins', 'Cook Time: 15 mins', 'Total Time: 30 mins', '2 cups water', '1 cup quinoa', '¼ cup extra-virgin olive oil', '2 limes, juiced', '2 teaspoons ground cumin', '1 teaspoon salt', '½ teaspoon red pepper flakes, or more to taste', '1 ½ cups halved cherry tomatoes', '1 (15 ounce) can black beans, drained and rinsed', '5 green onions, finely chopped', '¼ cup chopped fresh cilantro', 'salt and ground black pepper to taste']
Driver python-1772417731 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772417731 Token usage statistics: - Total: 91047 tokens (86920 input, 4127 output) - Cached: 17080 tokens (16829 input, 251 output)



Chrome driver started successfully (driver_id: python-1772550609) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. The page now renders a full site UI instead of an almost empty root. The accessibility tree shows a complete header/navigation, main content with multiple recipe sections, a “Trending Now” area, a meatier home-cook community section, and a content info/footer with social links and legal/about items. Key changes include a skip-to-content link, a persistent header with a large navigation menu and search, numerous interactive controls (buttons, links, textboxes) across sections like DINNERS, MEALS, INGREDIENTS, and a rich footer with policy and contact items. Overall content has exploded from a single root to a full, navigable, content-rich interface."
}Error: Message: element not interactable (Session info: chrome=145.0.7632.117); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x0000000104b956b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x0000000104b8da50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x000000010466a370 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74924 3 chromedriver 0x00000001046ab528 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 341604 4 chromedriver 0x00000001046a925c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332696 5 chromedriver 0x00000001046f2620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 6 chromedriver 0x00000001046a7b9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 7 chromedriver 0x0000000104b54680 cxxbridge1$str$ptr + 2861308 8 chromedriver 0x0000000104b57dd4 cxxbridge1$str$ptr + 2875472 9 chromedriver 0x0000000104b39a7c cxxbridge1$str$ptr + 2751736 10 chromedriver 0x0000000104b58658 cxxbridge1$str$ptr + 2877652 11 chromedriver 0x0000000104b29ffc cxxbridge1$str$ptr + 2687608 12 chromedriver 0x0000000104b7cd78 cxxbridge1$str$ptr + 3026932 13 chromedriver 0x0000000104b7cef4 cxxbridge1$str$ptr + 3027312 14 chromedriver 0x0000000104b8d6a8 cxxbridge1$str$ptr + 3094820 15 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 16 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
Error: Message: move target out of bounds (Session info: chrome=145.0.7632.117) Stacktrace: 0 chromedriver 0x0000000104b956b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x0000000104b8da50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x000000010466a370 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74924 3 chromedriver 0x00000001046fa410 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 664908 4 chromedriver 0x00000001046f2620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 5 chromedriver 0x00000001046a7b9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 6 chromedriver 0x0000000104b54680 cxxbridge1$str$ptr + 2861308 7 chromedriver 0x0000000104b57dd4 cxxbridge1$str$ptr + 2875472 8 chromedriver 0x0000000104b39a7c cxxbridge1$str$ptr + 2751736 9 chromedriver 0x0000000104b58658 cxxbridge1$str$ptr + 2877652 10 chromedriver 0x0000000104b29ffc cxxbridge1$str$ptr + 2687608 11 chromedriver 0x0000000104b7cd78 cxxbridge1$str$ptr + 3026932 12 chromedriver 0x0000000104b7cef4 cxxbridge1$str$ptr + 3027312 13 chromedriver 0x0000000104b8d6a8 cxxbridge1$str$ptr + 3094820 14 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 15 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "**Navigating to a URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. The plan is to provide the URL and then confirm the action. It looks like using just one tool is sufficient here, so I won’t worry about the multi_tool_use parallel option. I’ll call the functions.NavigateToUrlTool with the URL, and then I'll confirm that the navigation was successful. Let's get this done!",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/search?q=high+protein+vegetarian+chili",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=high+protein+vegetarian+chili')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=high+protein+vegetarian+chili. A user navigated from the Allrecipes homepage to a dedicated search results page for a specific query. The after state replaces the broad homepage chrome with a focused results layout, including a main search results list and pagination. Key changes include a new search experience and result items: a Search Results header, a search box prefilled with “high protein vegetarian chili,” and a list of vegetarian chili recipes with images, badges, and Save Recipe actions. The page now shows a clear results grid (examples like Grandma's Slow Cooker Vegetarian Chili, Meatiest Vegetarian Chili, etc.), along with a bottom pagination control and an expanded header/navigation in the main area. The old top navigation and footer sections were reorganized into a more compact header and a separate contentinfo with About, Newsletters, and social links."
}["Grandma's Slow Cooker Vegetarian Chili - 984 Ratings", 'Meatiest Vegetarian Chili from Your Slow Cooker - 345 Ratings', 'Vegetarian Refried Beans - 151 Ratings', 'Mexican Vegetarian Stuffed Peppers - 566 Ratings', 'Quinoa and Black Bean Chili - 476 Ratings', 'Vegetarian Burrito Casserole - 141 Ratings', 'Cincinnati-Style Chili - 103 Ratings', 'Vegetarian Pumpkin Spinach Chili - 29 Ratings', 'Instant Pot Protein-Packed Vegetarian Chili - 5 Ratings', 'Peanut Butter Chili - 70 Ratings', 'Slow Cook 3-Bean Chili (Vegetarian and Gluten Free) - 12 Ratings', 'Bold Vegan Chili - 49 Ratings', "Heddy's Black and Red Bean Soup - 50 Ratings", 'Turkey Taco Soup - 106 Ratings', 'Quinoa Chili - 238 Ratings', 'Black Bean Chili - 365 Ratings', 'Pad Thai Quinoa Bowl - 81 Ratings', "Meat-Lovers' Vegetarian Chili - 13 Ratings", 'Eggplant with Almonds - 22 Ratings', 'Vegetarian Green Chile Stew - 39 Ratings', 'Roasted Green Chile Stew - 78 Ratings', 'Vegetarian Chili with Black Beans - 10 Ratings', 'Vegetarian Tortilla Soup with Avocado - 18 Ratings', 'Tofu Stir-Fry with Peanut Sauce (Vegan) - 98 Ratings']
{
"explanation": "**Clicking on the recipe link**\n\nI need to click on the recipe link for \"Quinoa and Black Bean Chili.\" In the ARIA tree, there's a focusable link under the generic ID 303 with the name \"Quinoa and Black Bean Chili\" and ID 447. So, I'll use the ClickTool with ID 447. Before I perform that tool call, I should briefly explain my reasoning to keep everything clear. Let’s get started with that!",
"performed_steps": [
{
"name": "click on the \"Quinoa and Black Bean Chili\" recipe link",
"tools": [
"ClickTool(id='447')"
]
}
]
}Error: Message: tab crashed (Session info: chrome=145.0.7632.117)
Driver python-1772550609 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772550609 Token usage statistics: - Total: 106351 tokens (103559 input, 2792 output) - Cached: 16909 tokens (16745 input, 164 output)
Chrome driver started successfully (driver_id: python-1772550738) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/recipe/169919/quinoa-and-black-bean-chili/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/recipe/169919/quinoa-and-black-bean-chili/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/169919/quinoa-and-black-bean-chili. A new 404 Not Found page UI was rendered, replacing the plain root with a full page scaffold. The page now includes a persistent header with a skip-to-content link, a site-wide navigation menu and a search field, plus a bannered area offering quick actions like Newsletters and navigation to “Go to MyRecipes.” Content-wise, the central area shows an image labeled 404 Not Found, a bold heading \"Oops! This isn’t all it was cracked up to be.\" and a paragraph explaining the unavailable page and guiding users to use the menu or search. The layout also adds a visible footer region with “Follow Us” social links, many of the same header/footer links (Dinners, Meals, Ingredients, etc.), and a privacy/subscription-related section, making the 404 page feel like a full-site shell rather than a stub."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. My plan is to provide the URL and then respond with confirmation that I've successfully navigated there. I won't be taking any additional actions beyond that. I’ll use the functions.NavigateToUrlTool to complete this process. Once I've done that, I'll simply say that I've navigated to the URL. Alright, let's execute this tool call!",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/search?q=quinoa+black+bean+chili",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=quinoa+black+bean+chili')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=quinoa+black+bean+chili. The UI transitioned from a 404/Page Not Found layout to a full search results experience for Allrecipes. The new page centers a header/navigation suite with a prominent search control and a list of recipe results, replacing the previous empty content. Key content changes include: a Search the site textbox prefilled with “quinoa black bean chili” and a Clear search button, a grid/list of recipe results each with title, imagery, category labels (e.g., VEGETARIAN, MEXICAN), and Save Recipe actions; a pagination control for the results, and a footer/contentinfo region with typical links like About Us, Privacy Policy, and social/footer items. The old 404 messaging and simplified header/footer chrome were replaced with a rich, navigable results page."
}The accessibility tree includes recipe titles as link names but does not provide actual URLs to the recipes, only link identifiers. Therefore, the requested list of titles with URLs cannot be fully retrieved from the provided material.
['Quinoa and Black Bean Chili', 'Quinoa Chili', 'One-Skillet Mexican Quinoa', 'Black Bean and Quinoa Enchilada Bake', 'Kidney Beans and Corn', 'Amazing Mexican Quinoa Salad', 'Instant Pot SW Southwest Quinoa', 'Instant Pot Southwest Quinoa', 'Super Easy Southwest-Style Quinoa (Cooked in Rice Cooker)', '10 $5 Dinners That Start With a Can of Beans', '15 Hearty Vegan Chili Recipes', 'Quinoa, Butternut Squash, and Kale Salad', 'These 17 Quinoa Recipes Will Make Your Healthy Life Delicious', 'These 17 Meatless Chili Recipes Prove You Don’t Need Beef', 'Gluten-Free Dinners Ready in an Hour or Less', 'Gluten-Free Taco Mac in the Instant Pot®', '10 Essential Lenten Recipes Without Seafood', 'Whole Grains', 'Our 10 Most Tempting Vegetarian Burger Recipes', '20 Easy Dinners That Prove Canned Beans Deserve Way More Credit', '15 Vegetarian Sweet Potato Dinners']
{
"explanation": "**Following recipe link**\n\nI need to click on the \"Quinoa and Black Bean Chili\" recipe link in the search results. I’ve identified that the element with id 306 corresponds to this link. So, I’ll proceed to click on element id 306. To do this, I’ll use the ClickTool function with the id 306. After clicking, I’ll respond with the relevant information or results. Let’s get this recipe!",
"performed_steps": [
{
"name": "click on the \"Quinoa and Black Bean Chili\" recipe link in the search results",
"tools": [
"ClickTool(id='306')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/217002/quinoa-and-black-bean-chili/. You opened a specific recipe page from a prior search results view. The page was rebuilt from a generic search-results layout into a detailed Quinoa and Black Bean Chili recipe, and the previous Allrecipes header/navigation was largely removed. Key changes focus on content: the page title now reads the recipe name and the main area switches to an article-like layout with a large image gallery, rating, time and serving info, ingredients with a serving toggle, step-by-step directions, and a nutrition section. A substantial reviews section with user comments, ratings, and interactive elements (rating, review form, “Read More” on comments) is added, plus a “You’ll Also Love” related recipes area. Overall, the interface shifts from search/navigation chrome to a rich, full recipe detail view with social and related-content features."
}[4.6, '(476)', '30 mins', '30 mins', '1 hr', 10]
['2 cups water', '1 cup uncooked quinoa, rinsed', '1 tablespoon vegetable oil', '1 onion, chopped', '4 cloves garlic, chopped', '1 tablespoon chili powder', '1 tablespoon ground cumin', '2 (19 ounce) cans black beans, rinsed and drained', '1 (28 ounce) can crushed tomatoes', '1green bell pepper, chopped', '1red bell pepper, chopped', '1zucchini, chopped', '1 jalapeño pepper, seeded and minced', '1 tablespoon minced chipotle peppers in adobo sauce', '1 teaspoon dried oregano', 'salt and ground black pepper to taste', '1 cup frozen corn', '¼ cup chopped fresh cilantro']
['Bring water and quinoa to a boil in a saucepan over high heat. Reduce the heat to medium-low, cover, and simmer until quinoa is tender and water has been absorbed, about 15 to 20 minutes. Set aside.', 'Meanwhile, heat oil in a large pot over medium heat. Add onion; cook and stir until onion softens and turns translucent, about 5 minutes. Add garlic, chili powder, and cumin; cook and stir for 1 minute to release the flavors. Stir in black beans, tomatoes, bell peppers, zucchini, jalapeño pepper, chipotle pepper, and oregano. Season with salt and pepper. Bring to a simmer over high heat, then reduce the heat to medium-low, cover, and simmer for 20 minutes.', 'Stir in quinoa and corn. Cook until corn is heated through, about 5 minutes. Remove from the heat, stir in cilantro, and serve.']
Driver python-1772550738 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772550738 Token usage statistics: - Total: 79718 tokens (76217 input, 3501 output) - Cached: 0 tokens (0 input, 0 output)










Chrome driver started successfully (driver_id: python-1772550948) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the functions.NavigateToUrlTool. Since it’s just one tool, I’ll call it directly and provide the URL string. After that, I’ll respond concisely and confirm that everything is done. I think acknowledging the action is important, so I'll make sure to do that afterward. Let’s go ahead and perform this tool call now!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. The UI was expanded from a minimal root to a full Allrecipes homepage layout. The after-state introduces a visible header with a large navigation and a skip-to-content link, plus a main region containing multiple content sections and card-like recipe entries. Key content changes include a header/navigation system (DINNERS, MEALS, INGREDIENTS, etc.), a comprehensive search area, newsletter and social follow blocks, and a large main article area with featured recipes, “The Latest,” “Trending Now,” and “Meatless Meal Ideas” sections. The page ends with a detailed footer/contentinfo section and brand mentions, making the accessibility tree much richer with clearly defined regions like Header, Main, and Footer."
}{
"explanation": "**Searching for chicken curry**\n\nI need to start by searching for \"chicken curry\" using the search bar. I'll find the search textbox, either with id 1128 or 71 in the header. The plan is to input \"chicken curry\" and then click the search button with id 1131 or 74. There's a bit of complexity since there are multiple search boxes shown in the ARIA tree, but I’ll focus on the main textbox id 1128 and the corresponding button id 1131. I'll type first and then click, following that sequence.",
"performed_steps": [
{
"name": "Search for \"chicken curry\" using the search bar",
"tools": [
"TypeTool(id='1128', text='chicken curry')"
]
}
],
"changes": "URL did not change. Navigation now includes a new Main menu trigger in the header area, expanding the accessible controls available from the banner. The header navigation list was largely removed, and a single Go to MyRecipes item was updated to display the label “My Saves” and include an inline image. In the search region, the site search textbox now appears with focus state and a prefilled value of “chicken curry,” making the field ready for immediate interaction. The previously present header links (Dinners, Meals, Ingredients, etc.) were removed, signifying a simplified header/navigation structure."
}{
"explanation": "**Submitting a search query**\n\nI need to submit a search by pressing Enter or clicking the search button. I can find multiple textboxes and buttons in the ARIA tree. The easiest way seems to be pressing the Enter key. However, I need to ensure the focus is on the correct textbox before doing that. I’ll think through which element to interact with and why before I use the tool to perform the action. **Triggering a search action**\n\nI'm deciding to press the Enter key to trigger the search, provided the focus is in the search textbox. Alternatively, I could click the search button, which has multiple IDs like 47, 82, or 1189. However, I think doing a single action is simpler. So, I’ll go ahead and use the tool to press the Enter key with `functions.PressKeyTool`, as that feels like the most efficient approach. Let's make this happen!",
"performed_steps": [
{
"name": "Submit the search by pressing Enter or clicking the search button",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=chicken+curry. You navigated from the Allrecipes homepage to a search results page for \"chicken curry.\" The UI now centers on a Search Results page with a prominent header and a results grid/list, plus a new pagination control at the bottom of the results. Key changes include: the header area was restructured to include a search box, a skip-to-content link, and a detailed navigation/menu with multiple category links and a “Get the Magazine/Follow Us” section; the main content shows a list of recipe results (each with image, recipe name, category, ratings, and a Save Recipe action), a dedicated Search box with a Clear search button, and a dedicated results heading. A pagination list was added, and the old large homepage content sections were largely removed or relocated to a more compact contentinfo/footer area."
}['Easy Chicken Curry — 122 Ratings', 'Indian Chicken Curry (Murgh Kari) — 1,287 Ratings', 'Thai Pineapple Chicken Curry — 530 Ratings', 'Thai Red Chicken Curry — 494 Ratings', 'Indian Chicken Curry — 1,549 Ratings', 'Jamaican Style Curry Chicken — 160 Ratings', 'Fruited Curry Chicken Salad — 1,035 Ratings', 'Malaysian Mango Chicken Curry — 125 Ratings', "Michelle's Coconut Chicken Curry — 263 Ratings", "Chef John's Peanut Curry Chicken — 623 Ratings", 'Bengali Chicken Curry with Potatoes — 86 Ratings', 'West Indian Curried Chicken — 130 Ratings', 'Thai Green Curry Chicken — 585 Ratings', 'Curry Chicken Salad — 172 Ratings', 'Maple-Curry Chicken — 97 Ratings', 'Thai Chicken Curry in Coconut Milk — 155 Ratings', 'Burmese Chicken Curry (Gaeng Gai Bama) — 99 Ratings', 'Creamy Cashew Chicken Curry — 79 Ratings', 'Curried Chicken and Broccoli Casserole — 129 Ratings', 'Curried Coconut Chicken — 3,936 Ratings', "Adriel's Chinese Curry Chicken — 81 Ratings", 'Spicy Indian Chicken Curry Yummy — 83 Ratings']
{
"explanation": "**Determining the right recipe link**\n\nI need to click on the Indian Chicken Curry recipe with 1,549 ratings instead of Murgh Kari. In the ARIA tree, I found the link for \"Indian Chicken Curry\" with the id 444, which has the ratings I want. It seems like a straightforward choice, so I'll use functions.ClickTool with id 444. I should explain my reasoning before making the tool call, just to follow the developer's instructions. I'll keep it concise!",
"performed_steps": [
{
"name": "Click on the \"Indian Chicken Curry\" recipe link (the one with 1,549 Ratings, not the Murgh Kari one)",
"tools": [
"ClickTool(id='444')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/46822/indian-chicken-curry-ii/. Navigated from a generic search results view to a specific recipe page for Indian Chicken Curry. The page now centers on a full recipe article instead of a list of results. Key content changes include replacing the previous search-and-list structure with a detailed recipe layout: a prominent recipe title, image gallery, rating and review summary, an extensive ingredients and directions section with step-by-step visuals, nutrition facts, and a community/ratings area. Additional UI blocks were added for related “You’ll Also Love” recipe cards, a review composer, and a new recommendations region, while the old header/menu navigation chrome and the prior search form/menu were largely removed."
}[4.5, '1,194 REVIEWS']
['20 mins', '25 mins', '45 mins']
['3 tablespoons olive oil', '1 small onion, chopped', '2 cloves garlic, minced', '3 tablespoons curry powder', '1 teaspoon ground cinnamon', '1 teaspoon paprika', '1Bay leaf', '½ teaspoon grated fresh ginger root', '½ teaspoon white sugar', 'salt to taste', '2skinless, boneless chicken breast halves - cut into bite-size pieces', '1 tablespoon tomato paste', '1 cup plain yogurt', '¾ cup coconut milk', '½ lemon, juiced', '½ teaspoon cayenne pepper']
['Step 1: Heat olive oil in a skillet over medium heat. Sauté onion until lightly browned.', 'Step 2: Stir in garlic, curry powder, cinnamon, paprika, bay leaf, ginger, sugar, and salt. Continue stirring for 2 minutes.', 'Step 3: Add chicken pieces, tomato paste, yogurt, and coconut milk. Bring to a boil, reduce heat, and simmer for 20 to 25 minutes.', 'Step 4: Remove bay leaf, and stir in lemon juice and cayenne pepper. Simmer 5 more minutes.', 'Step 5: Serve hot and enjoy!']
Driver python-1772550948 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772550948 Token usage statistics: - Total: 123853 tokens (119355 input, 4498 output) - Cached: 0 tokens (0 input, 0 output)







Chrome driver started successfully (driver_id: python-1772551151) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/search?q=vegan+brownies",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=vegan+brownies')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=vegan+brownies. The page transitioned from a blank root area to a full Allrecipes search results view for \"[vegan brownies]\". The UI now includes a header/banner with skip-to-content, site navigation, and a header search, plus a prominent main region showing “Search Results For vegan brownies” and a large list of recipe results with images, titles, and quick actions. Key content changes include: a detailed recipe results list (many items with images, ratings, and Save Recipe buttons), a pagination control for the search results, and a complete contentInfo/footer area with site links, social follow blocks, and legal/about links. The overall layout now presents a full, navigable page rather than just a root area."
}['Vegan Brownies - 975 Ratings', 'Masala Chai Brownies - 51 Ratings', 'Yummy Vegan Brownie Cupcakes - 14 Ratings', 'Vegan Zucchini Brownies - 5 Ratings', 'Vegan Pumpkin Brownie - 2 Ratings', 'Gluten-Free Vegan Dark Chocolate Brownies - 3 Ratings', 'Avocado Peanut Butter Brownies (Vegan) - 23 Ratings', 'Vegan Peanut Butter Brownies - 4 Ratings', 'Vegan Mug Brownie - 1 Rating', 'Egg-Free Brownies - 188 Ratings', 'Triple Chocolate Tofu Brownies - 26 Ratings', 'Better Brownies - 23 Ratings', 'Gluten-Free Golden Yam Brownies - 2 Ratings', 'Vegan Chocolate Blended Baked Oats - 4 Ratings']
{
"explanation": "**Executing the click action**\n\nI need to click on the \"Vegan Brownies\" link from the search results. In the ARIA tree under the main section, I see that this link has the ID 306 and is focusable, so it makes sense to click it. My plan is to use the `ClickTool` function with the ID 306. Since this is straightforward, I won't overthink it. I'll just go ahead and perform that tool call!",
"performed_steps": [
{
"name": "click on the \"Vegan Brownies\" recipe link in search results",
"tools": [
"ClickTool(id='306')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/68436/vegan-brownies/. The interface shifted from showing a generic search results page to presenting a dedicated recipe detail view for Vegan Brownies. The page now centers on a recipe article with title, images, meta (rating, reviews, photos), description, ingredients, directions, nutrition facts, and editor tips, plus interactive actions (Save, Rate, Print, Share, I Made It). Content-wise, the old site-wide header/navigation and search controls were removed in favor of a focused recipe layout. A new “You’ll Also Love” recommendations carousel of related vegan desserts was added, and the page expands with extensive user-generated content sections (reviews, tips, and related community interactions) alongside the recipe details."
}[4.6, 832, '15 mins', '30 mins', '55 mins']
['2 cups all-purpose flour', '2 cups granulated white sugar', '¾ cup good-quality unsweetened cocoa powder, sifted', '1 teaspoon baking powder', '¾ teaspoon salt', '1 cup hot water or coffee', '½ cup vegetable oil', '2 teaspoons vanilla extract']
['Step 1: Gather all ingredients. Preheat the oven to 350 degrees F (175 degrees C). Grease a 9x13-inch baking dish with baking spray; line bottom with parchment paper.', 'Step 2: Whisk flour, sugar, cocoa powder, baking powder, and salt together in a large bowl until combined.', 'Step 3: Pour in water (or coffee), vegetable oil, and vanilla; mix until well-blended. Spread batter evenly in the prepared dish.', 'Step 4: Bake in the preheated oven until top is no longer shiny and center feels just set when gently pressed, about 30 minutes.', 'Step 5: Let cool for at least 10 minutes before cutting into 15 squares. Enjoy!']
Driver python-1772551151 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772551151 Token usage statistics: - Total: 73099 tokens (69712 input, 3387 output) - Cached: 0 tokens (0 input, 0 output)



Chrome driver started successfully (driver_id: python-1773458208) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to a URL**\n\nI need to navigate to a specific URL. I'll use the tool designed for navigation to do that. I want to ensure I respond with confirmation once the navigation is complete. My plan is to call the tool directly without using any parallel processes. After the navigation, I’ll send a final message to ensure everything loaded correctly. Let’s get this done!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. The page structure was expanded from a single focusable root to a full Allrecipes homepage layout. The after state introduces a named RootWebArea with a complete header, main content, and contentinfo/footer sections, replacing the previous minimal root. Key changes include a rich header with navigation items (DINNERS, MEALS, INGREDIENTS, etc.), search controls, and a prominent skip-to-content link; a large main area with featured content, trending and recipe cards, and multiple interactive elements (links, buttons, images); and a comprehensive footer with site links and social follow options. Overall, the UI now presents a fully navigable homepage with extensive content and interactive elements for users."
}Error: Message: element not interactable (Session info: chrome=146.0.7680.76); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x0000000100bc3424 cxxbridge1$str$ptr + 3160724 1 chromedriver 0x0000000100bbb4b8 cxxbridge1$str$ptr + 3128104 2 chromedriver 0x000000010068f728 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74524 3 chromedriver 0x00000001006d0984 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 341368 4 chromedriver 0x00000001006ce6b8 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332460 5 chromedriver 0x00000001007164e4 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 626904 6 chromedriver 0x00000001006cd1b4 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 327080 7 chromedriver 0x0000000100b81dc0 cxxbridge1$str$ptr + 2892848 8 chromedriver 0x0000000100b854b0 cxxbridge1$str$ptr + 2906912 9 chromedriver 0x0000000100b6751c cxxbridge1$str$ptr + 2784140 10 chromedriver 0x0000000100b85d34 cxxbridge1$str$ptr + 2909092 11 chromedriver 0x0000000100b57fac cxxbridge1$str$ptr + 2721308 12 chromedriver 0x0000000100baa8e8 cxxbridge1$str$ptr + 3059544 13 chromedriver 0x0000000100baaa64 cxxbridge1$str$ptr + 3059924 14 chromedriver 0x0000000100bbb110 cxxbridge1$str$ptr + 3127168 15 libsystem_pthread.dylib 0x000000018e78fc08 _pthread_start + 136 16 libsystem_pthread.dylib 0x000000018e78aba8 thread_start + 8
Error: Message: move target out of bounds (Session info: chrome=146.0.7680.76) Stacktrace: 0 chromedriver 0x0000000100bc3424 cxxbridge1$str$ptr + 3160724 1 chromedriver 0x0000000100bbb4b8 cxxbridge1$str$ptr + 3128104 2 chromedriver 0x000000010068f728 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74524 3 chromedriver 0x000000010071e2d0 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 659140 4 chromedriver 0x00000001007164e4 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 626904 5 chromedriver 0x00000001006cd1b4 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 327080 6 chromedriver 0x0000000100b81dc0 cxxbridge1$str$ptr + 2892848 7 chromedriver 0x0000000100b854b0 cxxbridge1$str$ptr + 2906912 8 chromedriver 0x0000000100b6751c cxxbridge1$str$ptr + 2784140 9 chromedriver 0x0000000100b85d34 cxxbridge1$str$ptr + 2909092 10 chromedriver 0x0000000100b57fac cxxbridge1$str$ptr + 2721308 11 chromedriver 0x0000000100baa8e8 cxxbridge1$str$ptr + 3059544 12 chromedriver 0x0000000100baaa64 cxxbridge1$str$ptr + 3059924 13 chromedriver 0x0000000100bbb110 cxxbridge1$str$ptr + 3127168 14 libsystem_pthread.dylib 0x000000018e78fc08 _pthread_start + 136 15 libsystem_pthread.dylib 0x000000018e78aba8 thread_start + 8
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=Mediterranean+grilled+fish+olives",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=Mediterranean+grilled+fish+olives')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=Mediterranean+grilled+fish+olives. The user navigated from the Allrecipes homepage to a search results view for Mediterranean grilled fish olives. The new page displays a prominent Search Results For header and a results grid/list of Mediterranean fish dishes with images, categories, and ratings. Key changes include an enhanced header with an active search box (prefilled with the query) and a Clear search action, a paginated list of recipe results (each item shows title, category, image, and a Save Recipe button), and a structured content footer with About, editorial links, and social/follow options. The old broad homepage navigation was largely replaced by a dedicated search-results layout and a pagination control at the bottom."
}['Mediterranean Stuffed Swordfish — 72 Ratings', 'Branzino Mediterranean — 49 Ratings', 'Mediterranean Red Snapper — 12 Ratings', 'Easy Grilled Vegetables — 4 Ratings', 'Freekeh Salad with Tahini Dressing — 3 Ratings', 'Grilled Whole Fish — 2 Ratings', 'Mediterranean Orzo Salad — 30 Ratings']
{
"explanation": "**Executing click action**\n\nI need to click on the \"Mediterranean Stuffed Swordfish\" recipe link. In the ARIA tree, I found the link with the ID 306, which is focusable. So, I’ll perform a click using the ClickTool with that ID. I don't think I need to use multi_tool_use.parallel since it’s just one action. I'll call ClickTool directly and then confirm that the click was successful. Let's proceed with that!",
"performed_steps": [
{
"name": "Click on the \"Mediterranean Stuffed Swordfish\" recipe link",
"tools": [
"ClickTool(id='306')"
]
}
]
}Error: Message: tab crashed (Session info: chrome=146.0.7680.76)
Driver python-1773458208 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1773458208 Token usage statistics: - Total: 103894 tokens (100762 input, 3132 output) - Cached: 17170 tokens (16917 input, 253 output)
Chrome driver started successfully (driver_id: python-1773458310) Model: azure_openai/gpt-5-nano
{
"explanation": "I'm planning to navigate to the specified URL using the NavigateToUrlTool. I think I'll just execute that, then confirm that I've done it and respond with something minimal afterward. Since it's straightforward, I don't need to worry about multi-tool use; I can just focus on calling the NavigateToUrlTool function. Keeping it simple is the goal!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/recipe/228823/mediterranean-stuffed-swordfish/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/recipe/228823/mediterranean-stuffed-swordfish/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/228823/mediterranean-stuffed-swordfish. The user was shown a full 404 error page instead of a blank or minimal page. The UI now includes a complete header with navigation and a banner, a skip-to-content link, and a prominent 404 illustration with a concise message. Key content changes include: a page title “Page Not Found” and a main section explaining that the page is unavailable, plus a new search box and search button at the top for quick navigation. The header and global footer were expanded with rich menus (DINNERS, MEALS, INGREDIENTS, etc.), social/follow sections, and multiple link blocks (Newsletters, Get the Magazine, About Us, Privacy, etc.), providing immediate access to site-wide sections and actions."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=Mediterranean+grilled+fish+olives",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=Mediterranean+grilled+fish+olives')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=Mediterranean+grilled+fish+olives. The user navigated from a 404 page to a dedicated search results page for “Mediterranean grilled fish olives” on Allrecipes. The accessibility tree changes replace the not-found layout with a full site header, navigation, and a main results area. Key content updates include a prominent search section and a grid/list of recipe results featuring images, categories, and Save Recipe buttons, plus ratings for each item. The page now also includes search results pagination, a footer with standard links, and a contentinfo region detailing site credits and navigation, whereas the original 404 page had only a simple message and limited links."
}['Mediterranean Stuffed Swordfish', 'Branzino Mediterranean', 'Mediterranean Red Snapper', 'Easy Grilled Vegetables', 'Freekeh Salad with Tahini Dressing', 'Grilled Whole Fish', 'Mediterranean Orzo Salad', 'Essential Ingredients in the Mediterranean Pantry', '22 Top-Rated Seafood Recipes for the Mediterranean Diet', '8 Top-Rated Salmon Recipes Inspired by the Mediterranean Diet', 'Our 20 Best Healthy Recipes', 'Cooking Octopus Is Easier Than You Think', '20 Greek Recipes That Are Perfect for Summer Dinners', '11 Favorite Recipes That Get a Flavor Kick from Sumac', '24 Best Recipes to Make with a Freezer Full of Tilapia', '12 Healthy Main Dishes for Lent', "Chef John's Best Recipes for the Mediterranean Diet", '14 Vegetable-Friendly Side Dishes for the Mediterranean Diet', 'Tantalizing Seafood Suppers for Good Friday', '13 Orzo Pasta Salad Recipes To Pair With Dinner', 'Our Best Traditional Greek Recipes', '20 Top-Rated Comfort Food Recipes for the Mediterranean Diet', "Danielle's Fattoush Salad", 'The Galley Kitchen: Boat']
{
"explanation": "**Clicking on recipe link**\n\nI need to click on the Branzino Mediterranean recipe link. First, I must identify the element ID for the link named \"Branzino Mediterranean.\" The ARIA tree indicates the link has an ID of \"341,\" and it’s focusable, with the text \"Branzino Mediterranean.\" So, I’ll perform a click on element 341 using functions.ClickTool with that ID. My reasoning is clear; I’m using a single tool for this action.",
"performed_steps": [
{
"name": "Click on the \"Branzino Mediterranean\" recipe link",
"tools": [
"ClickTool(id='341')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/236932/branzino-mediterranean/. The diff shows a shift from a search results listing page to a detailed recipe page for Branzino Mediterranean. The page is no longer a generic results hub; it now centers on a single Branzino Mediterranean recipe with images, ratings, a descriptive paragraph, author info, and action buttons. Key content changes include a full recipe layout: ingredients, step-by-step directions, nutrition facts, user interactions (Save, Rate, Print, Share, I Made It), and an extensive Reviews section. The navigation/header chrome and many Allrecipes site links are removed from the after view, and a new “You’ll Also Love” section introduces a curated set of related recipes (e.g., Sockeye Salmon with Preserved Lemon Beurre Blanc, Parchment Baked Salmon) to explore next."
}['Branzino Mediterranean\n4.8\n49 ratings\n28 REVIEWS\nPrep Time: 15 mins\nCook Time: 25 mins\nTotal Time: 40 mins\nServings: 4\nIngredients:', '2 tablespoons olive oil, divided', '1 red onion, chopped', 'salt and ground black pepper to taste', '2 whole Branzino (sea bass), cleaned', '4 lemon wedges, divided', '2 sprigs fresh rosemary', '½ cup white wine', '¼ cup lemon juice', '1 tablespoon fresh oregano leaves', '¼ cup chopped Italian flat-leaf parsley\nDirections:', 'Step 1 Preheat the oven to 325 degrees F (165 degrees C).', 'Step 2 Drizzle 1 tablespoon olive oil into a large baking pan; add red onion and season with salt and pepper.', 'Step 3 Place 2 whole branzino fish into the baking pan. Stuff each cavity with 1 lemon wedge, 1 rosemary sprig, and some of the red onion in the pan. Pour white wine and lemon juice over fish and sprinkle with oregano. Drizzle remaining 1 tablespoon olive oil over fish.', 'Step 4 Bake in the preheated oven until fish is opaque and flakes easily with a fork, about 25 minutes.', 'Step 5 Gently slide a spatula between the bones to separate fish; remove all the bones. Serve fish on a platter; garnish with parsley and 2 lemon wedges.']
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=Mediterranean+grilled+fish+olives+recipe",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=Mediterranean+grilled+fish+olives+recipe')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=Mediterranean+grilled+fish+olives+recipe. A navigation and content overhaul occurred: the view shifted from a single Branzino recipe page to a search results interface for Mediterranean recipes from Allrecipes. The after-state adds a full header navigation with a live search field (Search the site) and a prominent results list of multiple recipes (e.g., Mediterranean Stuffed Swordfish, Branzino Mediterranean, Mediterranean Red Snapper, etc.), each with brief imagery, a Save Recipe control, and rating information. A new main area introduces a Results heading, a search box with a Clear search button, and a pagination control (Current page 1, Go to page 2, etc.), while the contentinfo/footer now includes typical site links and social/navigation sections."
}{
"explanation": "**Clicking on the recipe link**\n\nI see that I need to click on the \"Mediterranean Stuffed Swordfish\" recipe link. There's an ARIA tree with a list of search results, and the specific link has the id \"263.\" Since it's focusable, I can proceed confidently. I’ll use the ClickTool with the id 263 to make the selection. It feels good to have a clear plan! Let's execute that tool call.",
"performed_steps": [
{
"name": "Click on the \"Mediterranean Stuffed Swordfish\" recipe link",
"tools": [
"ClickTool(id='263')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/152264/mediterranean-stuffed-swordfish/. The UI transitioned from a generic search results container to a full recipe detail view. The page now centers a Mediterranean Stuffed Swordfish Recipe with images, ratings, time and serving info, ingredients and step-by-step directions, and interactive actions (Save, Rate, Print, Share) instead of a simple results list. Additionally, several peripheral UI sections were reworked or removed: the old header/navigation chrome with many Allrecipes links was collapsed, and a new “You’ll Also Love” recommendations block appears below the main content with multiple related recipes and ratings to explore. The overall structure shifts to an article-style recipe layout with supporting content like nutrition, reviews, and community interactions."
}['Mediterranean Stuffed Swordfish', 4.6, 72, '46 REVIEWS', '15 mins', '20 mins', '35 mins', 2, '1 (8 ounce) swordfish steak (about 2 inches thick)', '1 tablespoon olive oil', '1 tablespoon fresh lemon juice', '1 teaspoon olive oil', '1 clove garlic, minced', '2 cups fresh spinach - rinsed, dried and torn into bite size pieces', '¼ cup crumbled feta', 'Step 1Preheat an outdoor grill for high heat and lightly oil grate.', 'Step 2Cut a slit in steak to create a pocket that is open on one side only. Mix together 1 tablespoon olive oil and lemon juice in a small bowl until well combined; brush over both sides of fish. Set aside.', 'Step 3Heat 1 teaspoon olive oil and garlic in a small skillet over medium heat. Cook spinach in hot oil and garlic until wilted. Remove from heat and stuff into pocket. Place feta in pocket over spinach.', 'Step 4Cook fish on the preheated grill for 8 minutes. Turn over and continue cooking until cooked through. An instant-read thermometer inserted into fish should read 145 degrees F (63 degrees C).']
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=grilled+fish+olives+Mediterranean",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=grilled+fish+olives+Mediterranean')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=grilled+fish+olives+Mediterranean. The UI now switches from a specific recipe article to a search-results flow for Allrecipes. The page title updates to show a results context and the header/hero area gains a prominent search control and a full navigation header. Content changes group into: a searchable results grid/list featuring multiple Mediterranean seafood recipes (e.g., Mediterranean Stuffed Swordfish, Branzino Mediterranean, etc.), each with image, category, and rating data; a new search box and “Clear search” control at the top of the results; and a pagination control labeled with page numbers and a NEXT link. The footer area is restructured for navigation, social links, and policy information, maintaining the “Visit homepage” link and other standard footer sections."
}['Mediterranean Stuffed Swordfish — 72 Ratings', 'Branzino Mediterranean — 49 Ratings', 'Mediterranean Red Snapper — 12 Ratings', 'Easy Grilled Vegetables — 4 Ratings', 'Freekeh Salad with Tahini Dressing — 3 Ratings', 'Grilled Whole Fish — 2 Ratings', 'Mediterranean Orzo Salad — 30 Ratings', "Danielle's Fattoush Salad — 3 Ratings"]
{
"explanation": "**Navigating to URL**\n\nI need to use the web navigation tools to go to a specific URL. I have the NavigateToUrlTool available, so I should call that with the provided URL. It seems I won’t need to interact with the ARIA tree this time; I can just navigate directly. I’ll use functions.NavigateToUrlTool for this and then confirm that I’ve successfully navigated. No need for any parallel processes here, just a straightforward tool call!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=grilled+fish+kalamata+olives",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=grilled+fish+kalamata+olives')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=grilled+fish+kalamata+olives. The interface was simplified and streamlined from a dense Allrecipes layout to a leaner header-driven results page. The extensive header/navigation/footer chrome and many category lists were removed, replaced with a compact header containing a skip-to-content link, a single Visit homepage link, and a minimal header/navigation block. In the content area, the long multi-section navigation and pagination were trimmed away, and the main area now centers on a concise search experience and a cleaner list of recipe results. The search label/text and initial query were updated (grilled fish kalamata olives), and the rest of the extensive article/recipe catalog sections were removed to expose a focused results list with a simplified contentinfo area featuring homepage access, newsletter, social links, and standard footer links."
}Grilled Tilapia with Tomato-Olive Tapenade - 9 Ratings
{
"explanation": "**Navigating to URL**\n\nI need to navigate to the given URL using the NavigateToUrlTool. It seems straightforward, so I’ll go ahead and call that tool directly without needing to interact further. While I wonder if using multi_tool_use.parallel could be beneficial, it looks like a single tool call will suffice here. After executing this, I’ll provide a confirmation to ensure everything is clear. Alright, let’s proceed!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=Mediterranean+fish+olives+grilled+lemon",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=Mediterranean+fish+olives+grilled+lemon')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=Mediterranean+fish+olives+grilled+lemon. User accessed a specific search results view for Mediterranean fish olives grilled lemon on Allrecipes. The page structure shifted from a broad homepage navigation to a focused results layout with a header banner and a main list of recipes. Key changes include a visible search area updated to reflect the new query, a renamed and populated search box with the term Mediterranean fish olives grilled lemon, and a long list of recipe results (each with images and Save Recipe actions). A new search results pagination control was added, and the header/footer navigation was streamlined to fewer items, replacing a large multi-section navigation with a simpler header and footer set of links."
}['Mediterranean Stuffed Swordfish - 72 Ratings', 'Branzino Mediterranean - 49 Ratings', 'Mediterranean Red Snapper - 12 Ratings', '>Easy Grilled Vegetables - 4 Ratings', 'Grilled Whole Fish - 2 Ratings', "Danielle's Fattoush Salad - 3 Ratings"]
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=Greek+grilled+fish+olives",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=Greek+grilled+fish+olives')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=Greek+grilled+fish+olives. The page moved from a broad Allrecipes results view to a more focused Greek-themed results view. The title changed to reflect a Greek grilled fish theme, and the central results area now presents a curated set of recipe links (e.g., Ladolemono, Mediterranean Stuffed Swordfish, Grilled Salmon Greek Pitas) rather than the large Mediterranean category list from before. Significant reorganization occurred: the header/navigation was streamlined into a banner and header region with a simplified search widget, and pagination was added for the results. The extensive footer, social links, and numerous menu items were removed, replaced by a compact contentinfo section offering homepage access, a single GET THE MAGAZINE link, and a few newsletter/footer touches. Overall, the UI shifts toward a cleaner, more focused search results experience with fewer navigational clutter and a refreshed set of Greek/Mediterranean recipes."
}['Ladolemono - Lemon Oil Sauce for Fish or Chicken — 38 Ratings', 'Mediterranean Stuffed Swordfish — 72 Ratings', 'Grilled Salmon Greek Pitas — 23 Ratings', 'Branzino Mediterranean — 49 Ratings', 'Greek Cream Cheese-Stuffed Chicken — 15 Ratings', 'Pan-Grilled Tilapia with Lemon and Red Onion — 7 Ratings', 'Skordalia (Greek Garlic Potato Dip) — 5 Ratings', 'Creamy Lemon Dressing — 38 Ratings', 'Mediterranean Orzo Salad — 30 Ratings', 'Watermelon and Feta Salad — 4 Ratings', "Danielle's Fattoush Salad — 3 Ratings"]
{
"explanation": "**Navigating to URL**\n\nI need to navigate to the specified URL. I’ll use the NavigateToUrlTool for this task. After that, I can respond with a confirmation. It seems like I won’t need to take any further steps after that. I’ll call the tool and provide the URL, and then I’ll conclude with the final response. It's pretty straightforward!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=baked+fish+olives+capers+Mediterranean+tomatoes",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=baked+fish+olives+capers+Mediterranean+tomatoes')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=baked+fish+olives+capers+Mediterranean+tomatoes. The UI moved from a large, multi-column site chrome to a streamlined search-results view. The header/navigation was simplified: the extensive navigation sections were largely removed and replaced with a compact header that includes a Skip to Content link, a Visit homepage link, and a minimal header/navigation group. Content-wise the page now centers on a Mediterranean-focused search results experience. The search box is re-labeled and prefilled with baked fish olives capers Mediterranean tomatoes, and each result shows recipe entries (title, image, category, and rating) with a Save Recipe action. A clear search results pagination control was added, and the footer/content-info area was trimmed but retains essential links, including About Us and Get the Magazine, with a more compact set of social links."
}['Mediterranean Tilapia - 131 Ratings', 'Flounder Mediterranean - 296 Ratings', 'Easy Mediterranean Fish - 77 Ratings']
{
"explanation": "**Clicking recipe link**\n\nI need to click on the \"Flounder Mediterranean\" recipe link. There's an ARIA tree with a link element identified by the id 340, which has the text \"Flounder Mediterranean.\" So, I should perform a click on the element with that id. It makes sense to use the functions.ClickTool with id 340 for this action. I’ll keep it to a single tool call and then proceed with it.",
"performed_steps": [
{
"name": "Click on the \"Flounder Mediterranean\" recipe link",
"tools": [
"ClickTool(id='340')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/45187/flounder-mediterranean/. User navigated from a generic Allrecipes results view to a specific Flounder Mediterranean Recipe page. The header/navigation that previously exposed many Allrecipes sections was removed, and the page now centers on the recipe content. Key content changes include replacing the search results area with a detailed recipe layout that shows a title, images, a summary paragraph, ingredients with adjustable servings, step-by-step directions, nutrition facts, and a community/review section with rating controls and a “I Made It” option. The page also introduces a “You’ll Also Love” section containing numerous related recipe links, each with images and ratings, replacing the earlier search-result pagination and menu items. Interactive elements like Save Recipe, Rate, Print, Share, and Read More remain prominent across the recipe content."
}['Flounder Mediterranean', 4.6, '(296)', '213 REVIEWS', 'Prep Time: 15 mins', 'Cook Time: 30 mins', 'Total Time: 45 mins', 'Servings: 4', 'Ingredients', '5roma (plum) tomatoes', '2 tablespoons extra virgin olive oil', '½Spanish onion, chopped', '2 cloves garlic, chopped', '1 pinch Italian seasoning', '24kalamata olives, pitted and chopped', '¼ cup white wine', '¼ cup capers', '1 teaspoon fresh lemon juice', '6 leaves fresh basil, chopped', '3 tablespoons freshly grated Parmesan cheese', '1 pound flounder fillets', '6 leaves fresh basil, torn', 'Directions', 'Step 1 Preheat oven to 425 degrees F (220 degrees C).', 'Step 2 Bring a saucepan of water to a boil. Plunge tomatoes into the boiling water and immediately remove to a medium bowl of ice water; drain. Remove and discard skins from tomatoes. Chop tomatoes and set aside.', 'Step 3 Heat olive oil in a skillet over medium heat; saute onion until tender, about 5 minutes. Stir in tomatoes, garlic and Italian seasoning; cook until tomatoes are tender, 5 to 7 minutes. Mix in olives, wine, capers, lemon juice, and 1/2 the basil. Reduce heat, blend in Parmesan cheese, and cook until the mixture is reduced to a thick sauce, about 15 minutes.', 'Step 4 Place flounder in a shallow baking dish. Pour sauce over the fillets and top with remaining basil leaves.', 'Step 5 Bake 12 minutes in the preheated oven, until fish is easily flaked with a fork.']
{
"explanation": "**Navigating back in search results**\n\nI need to go back to the previous search results page, and I'm looking for a back control. It seems there isn't a clear back button in the ARIA tree, so I might use the browser's back feature instead. I could try simulating a Backspace key press, but that’s not the best option. Instead, there’s the NavigateBackTool available, which is designed for this. So, I’ll call functions.NavigateBackTool without any parameters to navigate back in history.",
"performed_steps": [
{
"name": "Navigate back to the previous search results page",
"tools": [
"NavigateBackTool()"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=baked+fish+olives+capers+Mediterranean+tomatoes. Navigated from a generic Allrecipes page into a dedicated search results view for Mediterranean/Tilapia recipes. The interface now centers on a large search-driven results area with a persistent header navigation and a close-menu option. Key content changes include replacing the Flounder Mediterranean recipe article with a Search Results For heading and a prefilled search box, plus an expanded header/navigation that exposes many site links (category and social sections). The recipe list is substantially rebuilt to feature Mediterranean/Tilapia recommendations, updated ratings, and a new search results pagination control (Current page, page 2, and NEXT)."
}{
"explanation": "**Executing recipe click**\n\nI'm planning to click on the \"Easy Mediterranean Fish\" recipe link. First, I need to identify the element with the ID 323, which is focusable and has the name \"Easy Mediterranean Fish.\" \n\nI realize I only need to use the ClickTool with that ID. Hovering doesn’t seem necessary, so I’ll go straight to clicking. After that, I’ll respond with confirmation. Let’s get this executed!",
"performed_steps": [
{
"name": "Click on the \"Easy Mediterranean Fish\" recipe link",
"tools": [
"ClickTool(id='323')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/205540/easy-mediterranean-fish/. A results page was replaced by opening a specific recipe entry, shifting the view from a general Allrecipes results page to a detailed recipe detail page titled Easy Mediterranean Fish. The new content area is rich with media, metadata, and interactions. Key changes include a full recipe layout: multiple images, ratings and reviews, ingredients and quantities with a serving toggle, step-by-step directions, nutrition facts, and actions like Save Recipe, Rate, Print, Share, and I Made It. A new “You’ll Also Love” row showcases related Mediterranean fish recipes, and the prior site-wide header/navigation and pagination were removed or significantly simplified."
}['Recipe title: Easy Mediterranean Fish', 'Star rating: 4.7', 'Number of ratings: 77', 'Number of reviews: 47', 'Prep Time: 15 mins', 'Cook Time: 30 mins', 'Total Time: 45 mins', 'Servings: 4', 'Ingredients (with quantities): 4 (6 ounce) fillets halibut', "1 tablespoon Greek seasoning (such as Cavender's®)", '1 large tomato, chopped', '1 onion, chopped', '1 (5 ounce) jar pitted kalamata olives', '¼ cup capers', '¼ cup olive oil', '1 tablespoon lemon juice', 'salt and pepper to taste', 'Directions (Steps): Step 1Preheat an oven to 350 degrees F (175 degrees C).', 'Step 2Place halibut fillets on a large sheet of aluminum foil and season with Greek seasoning. Combine tomato, onion, olives, capers, olive oil, lemon juice, salt, and pepper in a bowl. Spoon tomato mixture over the halibut. Carefully seal all the edges of the foil to create a large packet. Place the packet on a baking sheet.', 'Step 3Bake in the preheated oven until the fish flakes easily with a fork, 30 to 40 minutes.']
Driver python-1773458310 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1773458310 Token usage statistics: - Total: 228002 tokens (214589 input, 13413 output) - Cached: 0 tokens (0 input, 0 output)





Chrome driver started successfully (driver_id: python-1772594495) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI’m aiming to navigate to a specific URL using the NavigateToUrlTool. I'll perform that single tool call, and then confirm when it's done. The user just asked for navigation, so I’ll complete that action and let them know the next steps afterward. I want to keep everything straightforward and efficient to make sure the user feels taken care of and doesn't have to think about anything more.",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. The UI changed from a minimal, placeholder root to a fully populated Allrecipes homepage structure. The page now includes a visible header with a large navigation system, a skip-to-content link, and a comprehensive main area with multiple content regions and a rich set of interactive elements. Key content updates include a header/navigation with sections like DINNERS, MEALS, INGREDIENTS, OCCASIONS, and more; search controls in the header and within the main content; and extensive content blocks such as Latest, Trending Now, Popular Searches, Home Cook spotlights, and a detailed footer with site links and social follow options. There are also explicit footer and content-info sections with About, Privacy, and subscription controls."
}Error: Message: element not interactable (Session info: chrome=145.0.7632.117); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x0000000100f756b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x0000000100f6da50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x0000000100a4a370 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74924 3 chromedriver 0x0000000100a8b528 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 341604 4 chromedriver 0x0000000100a8925c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332696 5 chromedriver 0x0000000100ad2620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 6 chromedriver 0x0000000100a87b9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 7 chromedriver 0x0000000100f34680 cxxbridge1$str$ptr + 2861308 8 chromedriver 0x0000000100f37dd4 cxxbridge1$str$ptr + 2875472 9 chromedriver 0x0000000100f19a7c cxxbridge1$str$ptr + 2751736 10 chromedriver 0x0000000100f38658 cxxbridge1$str$ptr + 2877652 11 chromedriver 0x0000000100f09ffc cxxbridge1$str$ptr + 2687608 12 chromedriver 0x0000000100f5cd78 cxxbridge1$str$ptr + 3026932 13 chromedriver 0x0000000100f5cef4 cxxbridge1$str$ptr + 3027312 14 chromedriver 0x0000000100f6d6a8 cxxbridge1$str$ptr + 3094820 15 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 16 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
Error: Message: move target out of bounds (Session info: chrome=145.0.7632.117) Stacktrace: 0 chromedriver 0x0000000100f756b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x0000000100f6da50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x0000000100a4a370 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74924 3 chromedriver 0x0000000100ada410 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 664908 4 chromedriver 0x0000000100ad2620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 5 chromedriver 0x0000000100a87b9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 6 chromedriver 0x0000000100f34680 cxxbridge1$str$ptr + 2861308 7 chromedriver 0x0000000100f37dd4 cxxbridge1$str$ptr + 2875472 8 chromedriver 0x0000000100f19a7c cxxbridge1$str$ptr + 2751736 9 chromedriver 0x0000000100f38658 cxxbridge1$str$ptr + 2877652 10 chromedriver 0x0000000100f09ffc cxxbridge1$str$ptr + 2687608 11 chromedriver 0x0000000100f5cd78 cxxbridge1$str$ptr + 3026932 12 chromedriver 0x0000000100f5cef4 cxxbridge1$str$ptr + 3027312 13 chromedriver 0x0000000100f6d6a8 cxxbridge1$str$ptr + 3094820 14 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 15 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. First, I’ll call the tool with the provided URL string. After that, I should respond with a confirmation message to let the user know I completed the task. It should be a straightforward process, just calling the tool and then delivering the final message. I really want to make sure everything goes smoothly! Let's get started.",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/search?q=seafood+paella",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=seafood+paella')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=seafood+paella. The page shifted from a generic Allrecipes homepage to a focused search results view for “seafood paella.” The new page centers around a search results layout with a header containing a search box prefilled with the term and a Clear Search option, plus a results grid/list of individual paella recipes. Key content changes include a long list of recipe items (Maria’s Paella, Authentic Seafood Paella, Seafood Paella, Easy Paella, etc.) each with an image, a Save Recipe action, category tags, and rating counts. There is also a pagination control labeled with page numbers and a NEXT link, plus a footer region now presenting standard site links and safety/privacy options."
}["Maria's Paella - 64 Ratings", 'Authentic Seafood Paella - 15 Ratings', 'Seafood Paella - 5 Ratings', 'Easy Paella - 621 Ratings', 'Seafood Paella - 4 Ratings', 'Spanish Paella - 177 Ratings', 'Pressure Cooker Paella with Chicken Thighs and Smoked Sausage - 8 Ratings', 'Authentic Paella Valenciana - 49 Ratings']
The ARIA tree includes only rating counts like '64 Ratings', '15 Ratings', etc., not star rating values. Since explicit star ratings are not present in the provided source, I must respond with NOOP per instructions.
NOOP
{
"explanation": "**Taking action on a recipe link**\n\nI need to click on the \"Easy Paella\" recipe link. I can find the element by its ID, which is 409 for this link. So, my next action is to click the element with that ID. I should consider using the ClickTool for this action. It seems straightforward since I’ll just need a single tool call to proceed with that click. Let's move forward!",
"performed_steps": [
{
"name": "click on the \"Easy Paella\" recipe link",
"tools": [
"ClickTool(id='409')"
]
}
]
}Error: Message: tab crashed (Session info: chrome=145.0.7632.117)
Driver python-1772594495 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772594495 Token usage statistics: - Total: 115128 tokens (111628 input, 3500 output) - Cached: 16940 tokens (16709 input, 231 output)
Chrome driver started successfully (driver_id: python-1772594619) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/recipe/84342/easy-paella/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/recipe/84342/easy-paella/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/84342/easy-paella. A user lands on a dedicated Page Not Found view instead of a bare error placeholder. The accessibility tree now includes a full header, main content, and footer/navigation chrome around the 404 message. Key changes group into a complete layout: a banner with skip to content, site branding and menu, a Header navigation with multiple section links, a main area presenting the 404 heading and explanatory text, and a contentinfo/footer section with social links and standard site links. Overall, the previous minimal root now contains a rich, navigable structure for a 404 page, plus an extra root-area entries at the end (likely an extra/duplicate node) appended to the tree."
}{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/search?q=seafood+paella+shrimp+mussels",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=seafood+paella+shrimp+mussels')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=seafood+paella+shrimp+mussels. The 404 page was replaced with a full search results layout for Allrecipes, showing a results-focused header and main content. The page now presents a large results list of recipe cards (e.g., Spanish Paella, Authentic Seafood Paella, Seafood Paella) with thumbnails, cuisine labels, ratings, and a Save Recipe action. Content that was previously on the header/footer and 404 messaging has been reorganized into a navigable header with a persistent search box and recipe links, plus a comprehensive contentinfo/footer that includes social links and site policies. In short, the UI moved from a not-found screen to an actively browsable search results experience centered on seafood paella."
}['Spanish Paella - 177 Ratings', 'Authentic Seafood Paella - 15 Ratings', 'Seafood Paella - 5 Ratings', 'Seafood Paella - 4 Ratings', 'Authentic Paella - 26 Ratings', 'Spanish Rice and Shrimp - 3 Ratings']
{
"explanation": "**Clicking on recipe link**\n\nI need to click on the \"Spanish Paella\" recipe link. In the ARIA tree, I've found it under main > generic 303, and it has the id 306, which means it's focusable. So, my next step is to use the click function on element id 306. It seems straightforward, and I don't need any parallel actions here, just this single click should get us where we need to go! Let's proceed with this call.",
"performed_steps": [
{
"name": "click on \"Spanish Paella\" recipe link",
"tools": [
"ClickTool(id='306')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/12728/paella-i/. A specific Spanish Paella recipe page now replaces the previous general results view. The page title is updated to Spanish Paella Recipe and the main area becomes an in-depth article with ingredients, directions, nutrition, reviews, and interactive actions. Content changes consolidate the recipe content (images, prep times, servings, nutrition table, and user actions like Save Recipe, Rate, Print, Share, I Made It) and introduce a new “You’ll Also Love” section featuring multiple related paella recipes with thumbnails and quick actions. The large Allrecipes header/navigation was removed, and the result-list structure was replaced with this single, immersive recipe experience."
}['Spanish Paella', 4.7, '123 REVIEWS', '1 hr 30 mins', '4 tablespoons olive oil', '1 onion, chopped', '2 cloves garlic, minced', '1red bell pepper, chopped', '4 ounces Spanish chorizo, casing discarded and cut into 1/4-inch dice', '2 skinless, boneless chicken breast halves - cut into 1-inch cubes', '1 (12 ounce) package uncooked Arborio rice', '5 cups chicken broth', '½ cup white wine', '1 sprig fresh thyme', '1 pinch saffron', 'salt to taste', 'ground black pepper to taste', '2 squid, cleaned and cut into 1-inch pieces', '2 tomatoes, seeded and chopped', '½ cup frozen green peas', '12 large shrimp, peeled and deveined', '1 pound mussels, cleaned and debearded', '¼ cup chopped Italian flat leaf parsley', '8 slices lemon, for garnish', 'Heat olive oil in paella pan over medium heat. Add onion, garlic, and pepper; cook and stir for a few minutes. Add chorizo sausage, diced chicken, and rice; cook for 2 to 3 minutes. Stir in 3 ½ cups stock, wine, thyme leaves, and saffron. Season with salt and pepper. Bring to the boil, and simmer for 15 minutes; stir occasionally.', 'Taste the rice, and check to see if it is cooked. If the rice is uncooked, stir in ½ cup more stock. Continue cooking, stirring occasionally. Stir in additional stock if necessary: use up to 2 cups additional stock, 5 cups total. Cook until rice is done.', 'Stir in squid, tomatoes, and peas. Cook for 2 minutes. Arrange prawns and mussels on top. Cover with foil, and leave for 3 to 5 minutes.', 'Remove the foil, and scatter parsley over the food. Serve in paella pan, garnished with lemon wedges.']
Driver python-1772594619 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772594619 Token usage statistics: - Total: 36454 tokens (33459 input, 2995 output) - Cached: 0 tokens (0 input, 0 output)





Chrome driver started successfully (driver_id: python-1772594726) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to a URL**\n\nI need to use the NavigateToUrlTool to go to a specific URL. I’ll provide the URL and then confirm it’s loaded. There’s no need to use parallel processing here; it seems straightforward. I’ll just call the tool and then respond with the next steps or say it’s done. Let’s get this going!",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/search?q=slow+cooker+beef+stew",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=slow+cooker+beef+stew')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=slow+cooker+beef+stew. Navigated to a detailed search results page for \"slow cooker beef stew\" on Allrecipes. The UI now presents a full page structure instead of an empty root, including a banner with skip-to-content, navigation header, and a rich main area of search results. Key content changes include a long list of recipe results with images, titles, and Save Recipe actions, plus a dedicated search widget and clear pagination controls. The page also expands to include a footer area with About/Policy links, social follow sections, and a comprehensive contentinfo region containing site-wide links and legal notices."
}['Slow Cooker Beef Stew: 225 Ratings', 'Make-Ahead Slow Cooker Beef Stew: 374 Ratings', 'Easy Slow Cooker Beef Stew: 1,475 Ratings', 'Slow Cooker Guinness Beef Stew: 46 Ratings', 'Slow Cooker Spanish Beef Stew: 249 Ratings', 'Slow Cooker Ground Beef Stew: 68 Ratings', 'Prep-Ahead Slow Cooker Beef Stew: 59 Ratings', 'Best of All: Slow Cooker Beef Stew: 39 Ratings', 'Hearty Slow Cooker Beef Stew: 35 Ratings', 'Easy Beef Stew for the Slow Cooker: 179 Ratings', 'Slow Cooker Guinness Beef Stew: 46 Ratings', 'Slow-Cooker Beef and Potato Stew: 7 Ratings', 'Slow Cooker Beef Stew with Mushrooms: 1 Rating', 'Slow Cooker Beef Round Stew: 25 Ratings', 'Slow Cooker Beef Stew Al la Catherine: 4 Ratings', 'Spicy Beef Curry Stew for the Slow Cooker: 300 Ratings', 'No-Peek Beef Stew: 141 Ratings', 'Slow-Cooker Beef and Potato Stew: 7 Ratings', 'Slow Cooker Beef Stew with Red Wine: 3 Ratings', 'Slow Cooker Italian Beef Stew: 31 Ratings', 'Cozy Cottage Beef Stew Soup: 64 Ratings', 'Slow Cooker: STEWS: 1 Rating', 'Slow Cooker Beef Stew with Mushrooms: 1 Rating', 'Slow Cooker Beef Round Stew: 25 Ratings', 'Slow Cooker Beef Stew Al la Catherine: 4 Ratings', 'Spicy Beef Curry Stew for the Slow Cooker: 300 Ratings', 'No-Peek Beef Stew: 141 Ratings', 'Slow-Cooker Beef and Potato Stew: 7 Ratings', 'Prep-Ahead Slow Cooker Beef Stew: 59 Ratings']
{
"explanation": "**Clicking on the recipe**\n\nI need to select the recipe titled \"Easy Slow Cooker Beef Stew.\" From the ARIA tree, I found the link with the corresponding ID of 375. I'll use the ClickTool function with this ID to click the correct element. I should ensure I'm choosing the right element before executing the tool call. Since one tool should be sufficient here, I'll go ahead with the ClickTool call for this action.",
"performed_steps": [
{
"name": "click on the recipe titled \"Easy Slow Cooker Beef Stew\"",
"tools": [
"ClickTool(id='375')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/25200/slow-cooker-beef-stew-iv/. The UI transitioned from a generic search results page to a detailed recipe view. The old Allrecipes header/navigation, search controls, and a multi-section navigation were removed, and the page now centers on a specific recipe titled Easy Slow Cooker Beef Stew. Key content changes include a full recipe layout with images, rating, photos, prep/cook times, ingredients and directions, nutrition facts, and user interactions (Save, Rate, Print, Share, I Made It). A new “You’ll Also Love” section appears with related Slow Cooker recipes and cards, replacing the previous result list and pagination."
}['Easy Slow Cooker Beef Stew', 4.6, '1,087 REVIEWS', '20 mins', '7 hrs', '7 hrs 20 mins', '3 pounds cubed beef stew meat', '¼ cup all-purpose flour', '½ teaspoon salt, or to taste', '3 tablespoons olive oil', '3 tablespoons butter']
Driver python-1772594726 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772594726 Token usage statistics: - Total: 39533 tokens (35272 input, 4261 output) - Cached: 0 tokens (0 input, 0 output)












Chrome driver started successfully (driver_id: python-1772594840) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using a tool for that purpose. I can use the NavigateToUrl tool with the provided link. After that, I'll make sure to confirm the action has been completed. I don't need to mess with the ARIA tree, keeping it simple with just a single tool call. Okay, let’s get this done!",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. Opened the Allrecipes homepage, replacing the blank root with a full, navigation-rich interface. The UI now exposes a complete header/banner region, a primary navigation with multiple category links, and a prominent skip-to-content link for accessibility. Key content changes include a rich main area with article highlights, trending sections, and numerous recipe cards, each with images, save/view actions, and rating text. The page also adds a footer and content info with social links and additional site links, plus dedicated sections for “Follow Us,” “Newsletters,” and a detailed header/navigation system to drive discovery and interaction."
}Error: Message: element not interactable (Session info: chrome=145.0.7632.117); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x00000001034cd6b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x00000001034c5a50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x0000000102fa2370 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74924 3 chromedriver 0x0000000102fe3528 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 341604 4 chromedriver 0x0000000102fe125c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332696 5 chromedriver 0x000000010302a620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 6 chromedriver 0x0000000102fdfb9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 7 chromedriver 0x000000010348c680 cxxbridge1$str$ptr + 2861308 8 chromedriver 0x000000010348fdd4 cxxbridge1$str$ptr + 2875472 9 chromedriver 0x0000000103471a7c cxxbridge1$str$ptr + 2751736 10 chromedriver 0x0000000103490658 cxxbridge1$str$ptr + 2877652 11 chromedriver 0x0000000103461ffc cxxbridge1$str$ptr + 2687608 12 chromedriver 0x00000001034b4d78 cxxbridge1$str$ptr + 3026932 13 chromedriver 0x00000001034b4ef4 cxxbridge1$str$ptr + 3027312 14 chromedriver 0x00000001034c56a8 cxxbridge1$str$ptr + 3094820 15 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 16 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
Error: Message: move target out of bounds (Session info: chrome=145.0.7632.117) Stacktrace: 0 chromedriver 0x00000001034cd6b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x00000001034c5a50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x0000000102fa2370 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74924 3 chromedriver 0x0000000103032410 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 664908 4 chromedriver 0x000000010302a620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 5 chromedriver 0x0000000102fdfb9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 6 chromedriver 0x000000010348c680 cxxbridge1$str$ptr + 2861308 7 chromedriver 0x000000010348fdd4 cxxbridge1$str$ptr + 2875472 8 chromedriver 0x0000000103471a7c cxxbridge1$str$ptr + 2751736 9 chromedriver 0x0000000103490658 cxxbridge1$str$ptr + 2877652 10 chromedriver 0x0000000103461ffc cxxbridge1$str$ptr + 2687608 11 chromedriver 0x00000001034b4d78 cxxbridge1$str$ptr + 3026932 12 chromedriver 0x00000001034b4ef4 cxxbridge1$str$ptr + 3027312 13 chromedriver 0x00000001034c56a8 cxxbridge1$str$ptr + 3094820 14 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 15 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. This involves calling the tool with the provided URL string. After that, I’ll respond by confirming the result. It sounds straightforward: just initiate the tool call and provide the necessary URL. Once I've done that, I can let the user know that the navigation was successful. Let’s go ahead and take care of this!",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/search?q=low+carb+breakfast",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=low+carb+breakfast')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=low+carb+breakfast. You navigated from a broad Allrecipes homepage to a focused search results view for “low carb breakfast.” The page now shows a header with a search field and a results grid of recipe items (each with images, titles, ratings, and Save Recipe actions), plus a dedicated pagination control at the bottom. Key changes include introducing a clear search bar in the header, prefilled search term in the results section, and a long list of recipe results (each item including a thumbnail, category label, and actions). The layout also reorganizes the top/bottom chrome into a single results-centric page with a defined main area, search results pagination, and a footer with standard site-wide links."
}['Creamy Cottage Cheese Scrambled Eggs — 195 Ratings', 'Southwestern Breakfast Burrito — 4 Ratings', 'Low Carb Zucchini Pancakes — 44 Ratings', 'Low-Carb Savory Breakfast Crepes — 1 Rating', 'Cauliflower Rice Breakfast Casserole — 2 Ratings', 'Low-Carb Bacon Spinach Egg Cups — 123 Ratings', 'Low-Carb Bacon Cheeseburger Casserole — 114 Ratings', 'Cottage Cheese Breakfast Bowl — 4 Ratings', 'Low-Carb Cream Cheese Pancakes — 57 Ratings', 'Chaffles — 14 Ratings', 'Keto Breakfast Frittata — 13 Ratings', 'Keto Cheesy Bacon and Egg Cups — 7 Ratings', 'Keto Fathead Bread — 25 Ratings', 'Savory Lower-Carb Butternut Squash Muffins — 8 Ratings']
{
"explanation": "",
"performed_steps": [
{
"name": "click on the \"Low-Carb Bacon Spinach Egg Cups\" recipe",
"tools": [
"ClickTool(id='516')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/240905/low-carb-bacon-spinach-egg-cups/. You navigated from a search results overview to viewing a specific recipe in detail. The Allrecipes header/navigation and search chrome were largely removed, and the page now centers on a single recipe card with full content. Key content changes include replacing the generic results list with a complete recipe layout: a prominent recipe title, image gallery, meta info (rating, reviews, photos), a rich ingredients and directions section, nutrition facts, and a community/reviews area. Related recipes appear under a “You’ll Also Love” section, and interactive options like Save, Rate, Print, and Share remain, but the surrounding navigation and broad search controls outside the article have been eliminated."
}{
"explanation": "**Deciding scroll actions**\n\nI need to scroll down to the Nutrition Facts section. I see the Nutrition Facts (per serving) has an ID of 552, while the heading itself has an ID of 553. Normally, I should use the ScrollTool with the element ID to make it visible. I think it makes sense to scroll to the heading element (ID 553). So, I’ll use the ScrollTool with ID 553 for this single call and then maybe confirm the action.",
"performed_steps": [
{
"name": "scroll down to find the Nutrition Facts section",
"tools": [
"ScrollTool(id='553')"
]
}
],
"changes": "URL did not change. A broad navigation simplification occurred. The heavy header/navigation block was removed, leaving a lean banner with core actions and a new main menu control. Key content changes include adding interactive controls for saving and rating recipes (Save Recipe, Rate It) and a new Main menu button in the banner. The “Go to MyRecipes” link was renamed to “My Saves” and now appears with an inline image, and the previously present search area, newsletters, Sweepstakes, and other header links were eliminated. The overall result is a more minimal top area focused on saving/rating and quick navigation via a single main menu."
}['Calories: 237', 'Fat: 18g', 'Carbs: 4g', 'Protein: 17g']
The requested full nutrition facts table with all nutrients and daily values is not fully present in the provided ARIA tree. Only partial nutrition data is visible (Calories, Fat, Carbs, Protein per serving) along with a button to Show Full Nutrition Label, but the complete table with all nutrients and daily values is not included in the source material.
{
"explanation": "**Executing tool click**\n\nI need to click the \"Show Full Nutrition Label\" button. I see it's in the ARIA tree and has the ID \"710.\" So, I’ll locate it by that ID and prepare to use the ClickTool function with \"710.\" Before I click, it makes sense to reason through the steps to ensure everything’s in order. Once I'm set, I can execute it with a single tool call. Let’s move forward!",
"performed_steps": [
{
"name": "click the \"Show Full Nutrition Label\" button",
"tools": [
"ClickTool(id='710')"
]
}
],
"changes": "URL did not change. A focus state was applied to the recipe page, indicating that the \"Low-Carb Bacon Spinach Egg Cups Recipe\" root area is now focused. In addition, a modal overlay and its related content were removed from the accessibility tree. The large block of modal UI (dialog, frame, close buttons, and associated text and options) is gone, simplifying the page to just four simple, focusable regions and the main image/banner area. This reduces the on-page modal footprint and interaction elements."
}{
"explanation": "**Executing click action**\n\nI need to click the \"Show Full Nutrition Label\" button, which has the id \"710\" in the ARIA tree. So, I'll use the ClickTool function with that id to perform the action. My reasoning here is straightforward: identifying elements by id is an effective method. There's a possibility I might need to hover first, but I'll just go ahead and click. It's not necessary to call multiple tools, so I'll proceed with this single action.",
"performed_steps": [
{
"name": "click the \"Show Full Nutrition Label\" button to expand nutrition details",
"tools": [
"ClickTool(id='710')"
]
}
],
"changes": "URL did not change. The user action now reveals the full nutrition label instead of just a toggle. The button changes from “Show Full Nutrition Label” to “Hide Full Nutrition Label” and is shown in focus, indicating the new active element. Content-wise, a complete Nutrition Facts table is introduced with servings, calories, and a series of nutrient rows (fat, cholesterol, sodium, carbohydrates, protein, vitamins, minerals) plus corresponding daily value percentages. There are also explanatory footnotes beneath the table clarifying daily values and data availability."
}['Calories 237', 'Total Fat 18g 23%', 'Saturated Fat 9g 47%', 'Cholesterol 223mg 74%', 'Sodium 669mg 29%', 'Total Carbohydrate 4g 1%', 'Dietary Fiber 1g 4%', 'Total Sugars 1g', 'Protein 17g 33%', 'Vitamin C 6mg 7%', 'Calcium 69mg 5%', 'Iron 2mg 9%', 'Potassium 259mg 6%']
['Low-Carb Bacon Spinach Egg Cups', 90, 6]
Driver python-1772594840 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772594840 Token usage statistics: - Total: 209758 tokens (204847 input, 4911 output) - Cached: 16894 tokens (16713 input, 181 output)





Chrome driver started successfully (driver_id: python-1772595156) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to use the function to navigate to a specified URL. Once I call the tool, there’s no need to analyze the ARIA content in detail. After that, I’ll provide a brief confirmation of the outcome. It seems straightforward, so let’s go ahead and proceed with this action! It feels good to have a clear path here.",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/search?q=baked+salmon",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=baked+salmon')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=baked+salmon. The interface transitioned from a minimal root area to a full search results page for \"baked salmon\" in Allrecipes. The new UI adds a header with navigation menus, a skip-to-content link, a global search box, and a large banner with multiple header links and social/follow sections. Within the main area, the page now displays a \"Search Results For\" heading, a dedicated search widget, and a long list of recipe results each with titles, images, ratings, and an explicit Save Recipe action. Pagination appears at the bottom of the results, and a comprehensive footer with site-wide links and privacy/magazine options is introduced in contentinfo."
}['Baked Salmon Fillets Dijon — 1,588 Ratings', 'Baked Dijon Salmon — 3,736 Ratings', 'Parchment Baked Salmon — 95 Ratings', 'Alaska Salmon Bake with Pecan Crunch Coating — 1,682 Ratings', 'Cheesy Baked Salmon — 101 Ratings', 'Baked Salmon with Coconut Crust — 162 Ratings', 'Baked Salmon and Rice — 101 Ratings', 'Best Baked Salmon — 3,239 Ratings', 'Super Easy Salmon Cakes — 122 Ratings', "Chef John's Baked Lemon Pepper Salmon — 108 Ratings", 'Salmon with Dill — 800 Ratings', 'Spicy Garlic Salmon — 157 Ratings', 'Lemon-Rosemary Salmon — 423 Ratings', 'Baked Salmon in Foil — 59 Ratings', 'Garlic and Dill Salmon — 78 Ratings', 'Cheesy Pasta Alfredo with Salmon — 65 Ratings', 'Best Salmon Bake — 48 Ratings', 'Curried Salmon Bake — 62 Ratings', 'Baked Salmon with Lemony Orzo and Basil-Bacon Peas — 47 Ratings', 'Paper Salmon — 54 Ratings', 'Yin-Yang Salmon — 65 Ratings', 'Baked Salmon with Tropical Rice — 34 Ratings', 'Balsamic-Glazed Salmon Fillets — 1,603 Ratings', 'Easy, No-Mess Baked Salmon — 27 Ratings']
{
"explanation": "**Clicking on a link**\n\nI need to click on the \"Best Baked Salmon\" link, which is in an ARIA tree filled with many links. The element is identified by its name and has an id of 549 with focusable set to true. So, to proceed, I’ll call the ClickTool function with that id. I’ll provide a brief explanation before executing the tool call to ensure everything is clear. Let’s get this done!",
"performed_steps": [
{
"name": "click on the \"Best Baked Salmon\" recipe link",
"tools": [
"ClickTool(id='549')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/34746/baked-salmon-ii/. Navigated from the Allrecipes search results to a specific recipe page titled Best Baked Salmon Recipe. The page structure shifts from a search results list to a full article layout with a prominent recipe title, ratings, metadata, and media. Key content changes include a complete recipe article: ingredients, step-by-step directions with photos, nutrition facts, editor notes, and a rich review/reaction area (with Read More and rating controls). The UI also adds a “You’ll Also Love” section featuring multiple related baked salmon recipes, replacing the prior header/navigation and search UI with more content sections focused on the recipe and recommendations."
}['Rating: 4.8', 'Ratings: 3,239', 'Reviews: 2,311 REVIEWS', 'Ingredients: 6 tablespoons light olive oil', '2 cloves garlic, minced', '1 tablespoon lemon juice', '1 tablespoon fresh parsley, chopped', '1 teaspoon dried basil or to taste', '1 teaspoon salt or to taste', '1 teaspoon freshly ground black pepper or to taste', '2 (6 ounce) fillets salmon', 'Prep Time: 15 mins', 'Cook Time: 35 mins', 'Total Time: 1 hr 50 mins']
Driver python-1772595156 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772595156 Token usage statistics: - Total: 37845 tokens (35491 input, 2354 output) - Cached: 0 tokens (0 input, 0 output)





Chrome driver started successfully (driver_id: python-1772595252) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. Opened the Allrecipes homepage has been fully expanded into a rich accessibility tree. The page previously had an empty root; the new tree adds a complete site structure with header navigation, a skip-to-content link, and a full content region including main article blocks, trending sections, and a comprehensive footer. Key user-visible changes include interactive elements such as a global search box with a search button, multiple navigation links (e.g., DINNERS, MEALS, INGREDIENTS, NEWS, FEATURES, VIDEO), and repeated Save Recipe/View Recipe controls across numerous recipe cards. The structure now also exposes social links under a “Follow Us” area and a dedicated contentinfo/footer with typical links (About Us, Privacy Policy, Careers, etc.), making navigation and accessibility for screen readers much more robust."
}Error: Message: element not interactable (Session info: chrome=145.0.7632.117); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x0000000102f796b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x0000000102f71a50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x0000000102a4e370 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74924 3 chromedriver 0x0000000102a8f528 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 341604 4 chromedriver 0x0000000102a8d25c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332696 5 chromedriver 0x0000000102ad6620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 6 chromedriver 0x0000000102a8bb9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 7 chromedriver 0x0000000102f38680 cxxbridge1$str$ptr + 2861308 8 chromedriver 0x0000000102f3bdd4 cxxbridge1$str$ptr + 2875472 9 chromedriver 0x0000000102f1da7c cxxbridge1$str$ptr + 2751736 10 chromedriver 0x0000000102f3c658 cxxbridge1$str$ptr + 2877652 11 chromedriver 0x0000000102f0dffc cxxbridge1$str$ptr + 2687608 12 chromedriver 0x0000000102f60d78 cxxbridge1$str$ptr + 3026932 13 chromedriver 0x0000000102f60ef4 cxxbridge1$str$ptr + 3027312 14 chromedriver 0x0000000102f716a8 cxxbridge1$str$ptr + 3094820 15 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 16 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
Error: Message: move target out of bounds (Session info: chrome=145.0.7632.117) Stacktrace: 0 chromedriver 0x0000000102f796b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x0000000102f71a50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x0000000102a4e370 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74924 3 chromedriver 0x0000000102ade410 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 664908 4 chromedriver 0x0000000102ad6620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 5 chromedriver 0x0000000102a8bb9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 6 chromedriver 0x0000000102f38680 cxxbridge1$str$ptr + 2861308 7 chromedriver 0x0000000102f3bdd4 cxxbridge1$str$ptr + 2875472 8 chromedriver 0x0000000102f1da7c cxxbridge1$str$ptr + 2751736 9 chromedriver 0x0000000102f3c658 cxxbridge1$str$ptr + 2877652 10 chromedriver 0x0000000102f0dffc cxxbridge1$str$ptr + 2687608 11 chromedriver 0x0000000102f60d78 cxxbridge1$str$ptr + 3026932 12 chromedriver 0x0000000102f60ef4 cxxbridge1$str$ptr + 3027312 13 chromedriver 0x0000000102f716a8 cxxbridge1$str$ptr + 3094820 14 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 15 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "**Navigating to URL**\n\nI need to use the NavigateToUrlTool to access a specific URL. It sounds straightforward, as I'll just call that tool and then confirm that it's done. Since I'm only using one tool here, I won’t have to juggle multiple calls. Once I execute the navigation, I'll respond with a confirmation to let the user know. It feels good to have a clear step to follow! Let's get this done smoothly!",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/search?q=italian+meatballs",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=italian+meatballs')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=italian+meatballs. The UI changed from a broad Allrecipes homepage to a focused search results view for Italian meatballs. The page now presents a dedicated Search Results For section with a prominent search bar, a “Clear search” option, and a list of recipe results with images, names, categories, and rating counts, plus Save Recipe actions. In addition, a pagination control labeled “Search results pagination” was added under the results, and a streamlined header area now emphasizes the banner, navigation, and magazine/footer equivalents rather than the extensive prior mega-menu. Overall content shifts from a large homepage/navigation hub to a specific results feed with a compact header and explicit navigation controls."
}["Chef John's Italian Meatballs - 2,503 Ratings", 'Johnsonville Italian Meatballs - 178 Ratings', 'Italian Meatball Sandwich Casserole - 541 Ratings', 'Hearty Italian Meatball Soup - 152 Ratings', 'Italian Baked Meatballs - 219 Ratings', 'Three-Meat Italian Meatballs - 109 Ratings', 'Italian Turkey Meatballs - 344 Ratings', 'Meatballs and Sauce - 76 Ratings', 'My Italian Turkey Meatballs - 51 Ratings', 'Instant Pot Italian Wedding Soup - 126 Ratings', "Chef John's Ricotta Meatballs - 443 Ratings", "Bren's Italian Meatballs - 28 Ratings", "Anna's Amazing Easy Pleasy Meatballs over Buttered Noodles - 535 Ratings", 'Cheesy Italian Meatball Pockets - 5 Ratings', 'Gluten-Free Italian Meatballs - 5 Ratings', "KK's Italian Meatball Soup - 6 Ratings", 'Italian Meatball Perfection - 6 Ratings', 'Meatball Sub Casserole - 231 Ratings', 'Italian Meatballs on Parmesan Noodles - 3 Ratings', 'Simple Italian Meatballs in Marinara Sauce - 1 Rating', 'Italian Tofu Meatballs - 16 Ratings', 'Polpette (Italian Meatballs) - 3 Ratings', 'Italian Spaghetti Sauce with Meatballs - 3,750 Ratings']
{
"explanation": "**Clicking on recipe link**\n\nI need to click on the link for \"Chef John's Italian Meatballs.\" I see that this recipe is in the ARIA tree under main content, specifically in items 303 and 304. The link with id 306 is the one we want, since it has the right name. I’ll use the functions.ClickTool with id 306 to proceed with this action. Let’s go ahead and make that tool call now!",
"performed_steps": [
{
"name": "click on \"Chef John's Italian Meatballs\" recipe link",
"tools": [
"ClickTool(id='306')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/220854/chef-johns-italian-meatballs/. You navigated from a search results listing to a dedicated recipe page for Chef John's Italian Meatballs. The page stack renamed the main area to Chef John's Italian Meatballs Recipe and marked it as focused, signaling that the user is viewing a specific item rather than a list. Key content changes include replacing the compact search/results shell with a full recipe layout: a gallery, author, ratings, summary paragraph, ingredients and directions, nutrition facts, and a large, dynamic reviews section. Related recipes are now shown under a You’ll Also Love section, and the previous extensive header/navigation chrome and old Allrecipes menu were removed or simplified. The search input was shortened to a self-closing textbox, indicating a leaner, content-focused view."
}['Ingredients: ⅓ cup plain bread crumbs', '½ cup milk or beef broth', '2 tablespoons olive oil', '1onion, diced', '1 pound ground beef', '1 pound ground pork', '2 large eggs', '2 tablespoons grated Parmesan cheese', '¼ bunch fresh parsley, chopped', '3 cloves garlic, crushed', '2 teaspoons salt', '1 teaspoon ground black pepper', '1 teaspoon dried Italian herb seasoning', '½ teaspoon red pepper flakes; Prep Time: 20 mins; Cook Time: 35 mins; Total Time: 2 hrs 15 mins; Ratings: 2,503; Reviews: 1,935']
Driver python-1772595252 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772595252 Token usage statistics: - Total: 125952 tokens (121414 input, 4538 output) - Cached: 16879 tokens (16714 input, 165 output)


Chrome driver started successfully (driver_id: python-1772655766) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to a URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. Once I have the URL, I should acknowledge that I've completed the action. There aren’t any additional steps required after that. It feels straightforward: I just need to perform the tool call and then respond concisely for clarity. Keeping things simple is my goal here! Let’s get this done effectively.",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/search?q=american+apple+pie",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=american+apple+pie')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=american+apple+pie. The UI expanded from a minimal focused root to a full Allrecipes results page. The after-state includes a header area with navigation links and a prominent search widget, followed by a main content region labeled “Search Results For” and a long grid of recipe results each with images, titles, ratings, and a Save Recipe button. Key interactive elements now visible include a Search the site textbox and a Clear search button, the Newsletters and DINNERS/MEALS/INGREDIENTS navigation items, and per-recipe actions like Save Recipe. The page also adds pagination for search results and a footer with global site links and social follow sections."
}['All American Apple Pie — 613 Ratings', 'American Apple Pie — 77 Ratings', 'Old-Fashioned Apple Pie — 149 Ratings', "Emily's Famous Apple Pie — 128 Ratings", 'Apple Pie Cider — 106 Ratings', 'Apple Pie in a Jar Drink — 100 Ratings', "Chef John's Easy Apple Pie — 749 Ratings", 'Apple Crumble Pie — 1,158 Ratings', 'Mock Apple Pie — 98 Ratings', 'Sour Cream Apple Pie Deluxe — 382 Ratings', "Grandma's Apple Pie 'Ala Mode' Moonshine — 223 Ratings", 'Apple Crumb Pie — 993 Ratings', 'Apple Slab Pie — 124 Ratings', 'Easy Apple Pie — 749 Ratings', 'Iron Skillet Apple Pie — 94 Ratings', 'Apple Dump Cake — 133 Ratings', 'Apple Pie Filling — 472 Ratings', "Chef John's Caramel Apple Pie — 497 Ratings", 'Apple Muffins — 914 Ratings', 'Canned Apple Pie Filling — 401 Ratings']
{
"explanation": "**Clicking recipe link**\n\nI need to click on the \"All American Apple Pie\" link from the main search results, where its ID is 306. So, I’ll call the ClickTool function with that specific ID to do a single click. It’s important to explain briefly what I’ll be clicking on, so I'll include a simple note when I make the tool call. Alright, let’s proceed!",
"performed_steps": [
{
"name": "click on the \"All American Apple Pie\" recipe link",
"tools": [
"ClickTool(id='306')"
]
}
]
}Error: Message: tab crashed (Session info: chrome=145.0.7632.117)
Driver python-1772655766 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772655766 Token usage statistics: - Total: 21706 tokens (19904 input, 1802 output) - Cached: 0 tokens (0 input, 0 output)
Chrome driver started successfully (driver_id: python-1772655833) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to use the NavigateToUrlTool to go to a specific URL. After I do that, I’ll confirm the action and make sure things are clear. There's no need to overthink this; it should be straightforward! Once I confirm, I might want to follow up by asking if there are any further steps the user needs me to take. Keeping it concise is key here, so I’ll stick to that plan!",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/recipe/12682/all-american-apple-pie/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/recipe/12682/all-american-apple-pie/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/12682/all-american-apple-pie. The page now navigates to a full “Page Not Found” layout instead of an empty root. The root element is renamed to Page Not Found and expanded with a complete site chrome, including a skip-to-content link, header navigation, and a large banner with menus and social links. Key content changes include a dedicated 404 main area with a 404 image and a concise message about the unavailable page, plus a full header and footer structure with sections like DINNERS, MEALS, INGREDIENTS, and Get the Magazine, as well as newsletter and social links. In short, the UI moved from an empty root to a rich, navigable error page with accessible controls and site-wide navigation."
}{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/search?q=all+american+apple+pie",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=all+american+apple+pie')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=all+american+apple+pie. The UI changed from a 404 Not Found page to a full search results experience for Allrecipes. The new page centers on a header with a search control and a prominent “Search the site” field, plus a main section that lists many recipe results with images, ratings, and action buttons. Key content updates include a large collection of Apple Pie recipes shown with individual cards (each with a Save Recipe button and imagery), a dedicated All American Apple Pie item, and a pagination control for the results. The footer and ancillary navigation were expanded to include branding, “Get the Magazine” links, social follow options, and typical site footer items. Interactive elements to note: the search box, Clear search button, individual Save Recipe actions, and pagination links like NEXT."
}{
"explanation": "",
"performed_steps": [
{
"name": "click on the \"All American Apple Pie\" recipe link in search results",
"tools": [
"ClickTool(id='263')"
]
}
]
}Error: Message: tab crashed (Session info: chrome=145.0.7632.117)
Driver python-1772655833 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772655833 Token usage statistics: - Total: 14873 tokens (14556 input, 317 output) - Cached: 0 tokens (0 input, 0 output)
Chrome driver started successfully (driver_id: python-1772655891) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/search?q=all+american+apple+pie",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=all+american+apple+pie')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=all+american+apple+pie. The interface changed from a minimal root area to a full search-results page for Allrecipes. The new UI includes a header/navigation, a skip-to-content link, a prominent banner, a main results section with a search box pre-filled with \"all american apple pie,\" and a long list of recipe results with ratings and images, plus a pagination control and a large footer/content-info area. In addition to the content structure, interactive elements were added or expanded: search boxes, multiple navigation links (e.g., Newsletters, DINNERS, MEALS, INGREDIENTS, etc.), and individual recipe items with Save Recipe buttons and image thumbnails. The page now presents a comprehensive results grid/list and supporting site chrome (header, navigation, and footer) rather than just a single root element. At the end, there are extra RootWebArea placeholders, indicating additional rendered regions or accessibility roles."
}Accessibility Tree:
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<generic id="3">
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<generic id="14">Allrecipes</generic>
<image id="16" />
</link>
<generic id="18">
<list id="19">
<listitem id="20" level="1">
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<button name="Click to search" id="38" invalid="false" focusable="True">
<image id="39" />
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<generic id="41" />
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<link id="47" focusable="True">Sweepstakes</link>
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<image id="51" />
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</link>
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<button name="Close menu for Allrecipes" id="57" invalid="false" focusable="True">
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<generic id="62">Allrecipes</generic>
<image id="64" />
</link>
</generic>
<navigation name="Header" id="66">
<generic id="67">
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<LabelText id="70">Search</LabelText>
<textbox name="Search" id="72" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="True" labelledby="">
<generic id="74" editable="plaintext">all american apple pie</generic>
</textbox>
<button name="Click to search" id="76" invalid="false" focusable="True">
<image id="77" />
</button>
</search>
<generic id="79" />
</generic>
<list id="81">
<listitem id="82" level="1">
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</link>
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</link>
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<link id="95" focusable="True">INGREDIENTS<image id="97" />
</link>
</listitem>
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<link id="101" focusable="True">OCCASIONS<image id="103" />
</link>
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<link id="107" focusable="True">CUISINES<image id="109" />
</link>
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<link id="113" focusable="True">KITCHEN TIPS<image id="115" />
</link>
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<listitem id="118" level="1">
<link id="119" focusable="True">NEWS<image id="121" />
</link>
</listitem>
<listitem id="124" level="1">
<link id="125" focusable="True">FEATURES<image id="127" />
</link>
</listitem>
<listitem id="130" level="1">
<link id="131" focusable="True">VIDEO</link>
</listitem>
<listitem id="133" level="1">
<link id="134" focusable="True">ABOUT US<image id="136" />
</link>
</listitem>
<listitem id="139" level="1">
<link id="140" focusable="True">GET THE MAGAZINE</link>
</listitem>
</list>
<generic id="142">
<list id="143">
<listitem id="144" level="1">
<link id="145" focusable="True">Log In to Allrecipes Account<image id="146" />
</link>
</listitem>
<listitem id="152" level="1">
<button id="153" invalid="false" focusable="True">Magazine<image id="156" />
</button>
</listitem>
<listitem id="159" level="1">
<button id="160" focusable="True">Newsletters</button>
</listitem>
<listitem id="162" level="1">
<link id="163" focusable="True">Sweepstakes</link>
</listitem>
<listitem id="165" level="1">
<link name="Go to MyRecipes" id="166" focusable="True">
<image id="167" />
<image id="169" />
</link>
</listitem>
</list>
</generic>
<generic id="171">
<generic id="172">Follow Us</generic>
<list id="174">
<listitem id="175" level="1">
<link name="Visit Allrecipes's Facebook" id="176" focusable="True">
<image id="177" />
</link>
</listitem>
<listitem id="179" level="1">
<link name="Visit Allrecipes's Instagram" id="180" focusable="True">
<image id="181" />
</link>
</listitem>
<listitem id="183" level="1">
<link name="Visit Allrecipes's Pinterest" id="184" focusable="True">
<image id="185" />
</link>
</listitem>
<listitem id="187" level="1">
<link name="Visit Allrecipes's TikTok" id="188" focusable="True">
<image id="189" />
</link>
</listitem>
<listitem id="191" level="1">
<link name="Visit Allrecipes's YouTube" id="192" focusable="True">
<image id="193" />
</link>
</listitem>
<listitem id="195" level="1">
<link name="Visit Allrecipes's Flipboard" id="196" focusable="True">
<image id="197" />
</link>
</listitem>
</list>
</generic>
</navigation>
</generic>
<navigation name="Header" id="199">
<list id="201">
<listitem id="202" level="1">
<link id="203" focusable="True">DINNERS</link>
</listitem>
<listitem id="205" level="1">
<link id="206" focusable="True">MEALS</link>
</listitem>
<listitem id="208" level="1">
<link id="209" focusable="True">INGREDIENTS</link>
</listitem>
<listitem id="211" level="1">
<link id="212" focusable="True">OCCASIONS</link>
</listitem>
<listitem id="214" level="1">
<link id="215" focusable="True">CUISINES</link>
</listitem>
<listitem id="217" level="1">
<link id="218" focusable="True">KITCHEN TIPS</link>
</listitem>
<listitem id="220" level="1">
<link id="221" focusable="True">NEWS</link>
</listitem>
<listitem id="223" level="1">
<link id="224" focusable="True">FEATURES</link>
</listitem>
<listitem id="226" level="1">
<link id="227" focusable="True">VIDEO</link>
</listitem>
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<generic id="255" editable="plaintext">all american apple pie</generic>
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<generic id="290">613 Ratings</generic>
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<generic id="320">149 Ratings</generic>
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<generic id="350">128 Ratings</generic>
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<generic id="380">77 Ratings</generic>
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<generic id="410">993 Ratings</generic>
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<generic id="440">124 Ratings</generic>
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<generic id="470">171 Ratings</generic>
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<generic id="500">382 Ratings</generic>
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<generic id="530">497 Ratings</generic>
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<generic id="560">260 Ratings</generic>
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<generic id="590">401 Ratings</generic>
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<generic id="800">472 Ratings</generic>
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<generic id="860">94 Ratings</generic>
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<generic id="890">311 Ratings</generic>
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<generic id="920">80 Ratings</generic>
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<generic id="950">85 Ratings</generic>
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<generic id="980">83 Ratings</generic>
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"name": "execute javascript: return document.querySelector('a[data-content-title=\"All American Apple Pie\"], a[aria-label=\"All American Apple Pie\"]') ? document.querySelector('a[data-content-title=\"All American Apple Pie\"], a[aria-label=\"All American Apple Pie\"]').href : Array.from(document.querySelectorAll('a')).find(a => a.textContent.trim().startsWith('All American Apple Pie'))?.href",
"tools": [
"ExecuteJavascriptTool(script='return document.querySelector('a[data-content-title=\"All American Apple Pie\"], a[aria-label=\"All American Apple Pie\"]') ? document.querySelector('a[data-content-title=\"All American Apple Pie\"], a[aria-label=\"All American Apple Pie\"]').href : Array.from(document.querySelectorAll('a')).find(a => a.textContent.trim().startsWith('All American Apple Pie'))?.href')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "**Executing JavaScript**\n\nI need to execute the JavaScript provided and return the result. While I can't run a real browser, I can simulate it. To do that, I'll use the `functions.ExecuteJavascriptTool`. I'll call this tool with the script and then return the result it gives me. The goal is to determine if the result will be either a link (href) or indicate that something was 'not found'. Let’s go ahead and perform the tool call!",
"performed_steps": [
{
"name": "execute javascript and return result: var links = Array.from(document.querySelectorAll('a')); var link = links.find(a => a.innerText && a.innerText.includes('All American Apple Pie')); return link ? link.href : 'not found'",
"tools": [
"ExecuteJavascriptTool(script='var links = Array.from(document.querySelectorAll('a')); var link = links.find(a => a.innerText && a.innerText.includes('All American Apple Pie')); return link ? link.href : 'not found'')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}NOOP
Error: Message: javascript error: Cannot read properties of undefined (reading 'href') (Session info: chrome=145.0.7632.117) Stacktrace: 0 chromedriver 0x00000001050316b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x0000000105029a50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x0000000104b0656c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 75432 3 chromedriver 0x0000000104b0c7ac _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 100584 4 chromedriver 0x0000000104b0ece0 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 110108 5 chromedriver 0x0000000104b8f5ac _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 636648 6 chromedriver 0x0000000104b8e620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 7 chromedriver 0x0000000104b43b9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 8 chromedriver 0x0000000104ff0680 cxxbridge1$str$ptr + 2861308 9 chromedriver 0x0000000104ff3dd4 cxxbridge1$str$ptr + 2875472 10 chromedriver 0x0000000104fd5a7c cxxbridge1$str$ptr + 2751736 11 chromedriver 0x0000000104ff4658 cxxbridge1$str$ptr + 2877652 12 chromedriver 0x0000000104fc5ffc cxxbridge1$str$ptr + 2687608 13 chromedriver 0x0000000105018d78 cxxbridge1$str$ptr + 3026932 14 chromedriver 0x0000000105018ef4 cxxbridge1$str$ptr + 3027312 15 chromedriver 0x00000001050296a8 cxxbridge1$str$ptr + 3094820 16 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 17 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "**Executing JavaScript code**\n\nI need to run a specific JavaScript code in the page context using the available tool. There’s an ExecuteJavascriptTool for this purpose, where I'll pass the script: it looks for links containing 'apple-pie' and 'All American' in their text. Since I don’t need to click any elements, I can simply run the script directly. It seems straightforward, so I’ll go ahead and execute it to see what I find!",
"performed_steps": [
{
"name": "execute javascript: var found = null; document.querySelectorAll('a').forEach(function(a) { if (a.href && a.href.includes('apple-pie') && a.textContent.includes('All American')) { found = a.href; } }); return found;",
"tools": [
"ExecuteJavascriptTool(script='var found = null; document.querySelectorAll('a').forEach(function(a) { if (a.href && a.href.includes('apple-pie') && a.textContent.includes('All American')) { found = a.href; } }); return found;')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "",
"performed_steps": [
{
"name": "execute javascript: document.title = Array.from(document.querySelectorAll('a[href*=\"apple-pie\"]')).map(function(a){return a.href}).join(' | ');",
"tools": [
"ExecuteJavascriptTool(script='document.title = Array.from(document.querySelectorAll('a[href*=\"apple-pie\"]')).map(function(a){return a.href}).join(' | ');')"
]
}
],
"changes": "URL did not change. Navigated from a simple Allrecipes results page to a consolidated multi-recipe results area. The RootWebArea name was changed from a friendly “[all american apple pie] Results from Allrecipes” to a long, concatenated list of recipe URLs, making the area effectively a collection of direct links instead of a titled results header. Inside, the content structure remains the same with a generic container housing image and banner elements, but the overall content now reflects multiple direct recipe links rather than a single summarized results heading. The focusable attribute remains True, indicating the area is still keyboard-navigable."
}https://www.allrecipes.com/recipe/18353/all-american-apple-pie/ | https://www.allrecipes.com/recipe/12583/old-fashioned-apple-pie/ | https://www.allrecipes.com/recipe/18026/emilys-famous-apple-pie/ | https://www.allrecipes.com/recipe/12092/american-apple-pie/ | https://www.allrecipes.com/recipe/13622/aunt-carols-apple-pie/ | https://www.allrecipes.com/recipe/57582/sour-cream-apple-pie-deluxe/ | https://www.allrecipes.com/recipe/220997/chef-johns-caramel-apple-pie/ | https://www.allrecipes.com/recipe/15942/canned-apple-pie-filling/ | https://www.allrecipes.com/recipe/111924/apple-pie-muffins/ | https://www.allrecipes.com/recipe/218330/grandmas-apple-pie-ala-mode-moonshine/ | https://www.allrecipes.com/recipe/9545/mock-apple-pie/ | https://www.allrecipes.com/recipe/12324/apple-pie-i/ | https://www.allrecipes.com/recipe/12681/apple-pie-filling/ | https://www.allrecipes.com/recipe/12682/apple-pie-by-grandma-ople/ | https://www.allrecipes.com/recipe/241839/iron-skillet-apple-pie/ | https://www.allrecipes.com/recipe/235346/apple-pie-moonshine/
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL, and to do that, I’ll use the NavigateToUrlTool. It’s a straightforward process where I’ll input the URL and then confirm that I’ve completed the action. Since I only need one tool for this, it’s pretty simple. Let's go ahead and proceed with that, ensuring everything is set up correctly!",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/recipe/18353/all-american-apple-pie/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/recipe/18353/all-american-apple-pie/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/18353/all-american-apple-pie/. The UI transitioned from a broad search/list view to a detailed recipe page. The All American Apple Pie recipe is now the focused root with a large heading, image gallery, metadata (ratings, reviews, photos), and full content sections for ingredients, directions, nutrition facts, and user interaction (Save, Rate, Print, Share, I MADE IT). Related content moved into a prominent “You’ll Also Love” section showing multiple alternative Apple Pie recipes, and the long, collapsed site header/navigation and search UI were removed in favor of in-page content. The previous search bar, header menu, and extensive navigation chrome were largely dropped, while the recipe page now includes a rich, interactive article with reviews and community tips."
}[4.6, '480 REVIEWS']
['Preheat oven to 350 degrees F (175 degrees C).', 'To Make Crust: In a large bowl, mix together 1 1/2 cups flour, oil, milk, 1 1/2 teaspoons sugar and salt until evenly blended. Pat mixture into a 9 inch pie pan, spreading the dough evenly over the bottom and up sides. Crimp edges of the dough around the perimeter.', 'To Make Filling: Mix together 3/4 cup sugar, 3 tablespoons flour, cinnamon, and nutmeg. Sprinkle over apples and toss to coat. Spread evenly in unbaked pie shell.', 'To Make Topping: Using a pastry cutter, mix together 1/2 cup flour, 1/2 cup sugar and butter until evenly distributed and crumbly in texture. Sprinkle over apples.', 'Put pie in the oven on a cookie sheet to catch the juices that may spill over. Bake 45 minutes.']
Driver python-1772655891 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772655891 Token usage statistics: - Total: 124543 tokens (121224 input, 3319 output) - Cached: 12188 tokens (11425 input, 763 output)



Chrome driver started successfully (driver_id: python-1772656062) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. A full homepage accessibility tree was introduced, replacing the previous minimal root. The UI now exposes a complete site structure for Allrecipes, including a banner, header navigation, main content with multiple content blocks, and a footer. Key changes include a Skip to Content link and a rich header with search capabilities, primary navigation items (DINNERS, MEALS, INGREDIENTS, etc.), and social follow links. The main area is populated with numerous interactive elements (buttons, links, and search textboxes) across sections like The Latest, Trending Now, Meatsless Meal Ideas, Seasonal Picks, and Home Cook profiles, plus a comprehensive footer with policy and contact links."
}Error: Message: element not interactable (Session info: chrome=145.0.7632.117); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x0000000100fd16b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x0000000100fc9a50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x0000000100aa6370 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74924 3 chromedriver 0x0000000100ae7528 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 341604 4 chromedriver 0x0000000100ae525c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332696 5 chromedriver 0x0000000100b2e620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 6 chromedriver 0x0000000100ae3b9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 7 chromedriver 0x0000000100f90680 cxxbridge1$str$ptr + 2861308 8 chromedriver 0x0000000100f93dd4 cxxbridge1$str$ptr + 2875472 9 chromedriver 0x0000000100f75a7c cxxbridge1$str$ptr + 2751736 10 chromedriver 0x0000000100f94658 cxxbridge1$str$ptr + 2877652 11 chromedriver 0x0000000100f65ffc cxxbridge1$str$ptr + 2687608 12 chromedriver 0x0000000100fb8d78 cxxbridge1$str$ptr + 3026932 13 chromedriver 0x0000000100fb8ef4 cxxbridge1$str$ptr + 3027312 14 chromedriver 0x0000000100fc96a8 cxxbridge1$str$ptr + 3094820 15 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 16 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL. The first step is to execute the NavigateToUrl tool to ensure I'm going to the right place. Once that's done, I need to confirm the action. I’ll call functions.NavigateToUrlTool with the URL as my next step, and then respond with a confirmation message back. Since this process seems straightforward, I don't think parallel execution is necessary for this task.",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/search?q=greek+salad",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=greek+salad')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=greek+salad. A broad site view shift occurred from a generic Allrecipes homepage to a specific search results page for a Greek salad query. The top banner now shows “Results from Allrecipes” with an active header navigation and a prominent search box pre-filled with “greek salad,” plus a Clear/Search control. The content area changes to a searchable results grid: multiple Greek salad family recipes are listed with images, category labels (SALAD), and ratings, plus a page-like pagination control for results. The header/footer sections were restructured and lighter, introducing a Get the Magazine link and About Us in the header, and a full footer with standard site links and social/follow elements. Overall, the UI moves from a broad homepage to a recipe-focused results and navigation-centric layout."
}['Greek Salad — 277 Ratings', 'Greek Pasta Salad — 391 Ratings', 'My Big Fat Greek Salad — 130 Ratings', 'Mediterranean Greek Salad — 232 Ratings', 'Greek Garbanzo Bean Salad — 586 Ratings', 'Greek Orzo Salad — 635 Ratings', 'Greek Zoodle Salad — 135 Ratings', 'The Best Greek Salad — 79 Ratings', 'Best Greek Quinoa Salad — 162 Ratings', "Ali's Greek Tortellini Salad — 277 Ratings", 'Quick Greek Pasta Salad with Steak — 137 Ratings', 'Greek Pasta Salad with Shrimp, Tomatoes, Zucchini, Peppers, and Feta — 165 Ratings', 'Greek Couscous Salad — 136 Ratings', 'Light and Easy Greek Potato Salad — 76 Ratings', 'Greek Salad Dip — 50 Ratings', 'Vegetarian Greek Pasta Salad — 90 Ratings', 'Greek Rice Salad — 60 Ratings', 'Greek Salad IV — 34 Ratings', "Sylvia's Easy Greek Salad — 36 Ratings"]
{
"explanation": "",
"performed_steps": [
{
"name": "click on \"Greek Salad\" recipe (the first result with 277 ratings)",
"tools": [
"ClickTool(id='340')"
]
}
]
}Error: Message: tab crashed (Session info: chrome=145.0.7632.117)
Driver python-1772656062 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772656062 Token usage statistics: - Total: 72064 tokens (69314 input, 2750 output) - Cached: 0 tokens (0 input, 0 output)
Chrome driver started successfully (driver_id: python-1772656152) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/recipe/14299/greek-salad/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/recipe/14299/greek-salad/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/14299/greek-salad. A 404 experience was loaded, replacing the plain page root with a full site chrome layout. The page now includes a complete header, a skip-to-content link, and a large top navigation with search, menus, and social areas, plus a footer region with further links. Key content changes include a dedicated 404 section in the main area with an image, a prominent heading “Oops! This isn’t all it was cracked up to be,” and a descriptive paragraph guiding users back to the menu or search. The header and footer have been expanded to show multiple top-level sections (e.g., DINNERS, MEALS, INGREDIENTS, NEWS, FEATURES, VIDEO), a newsletter control, “Follow Us” social links, and extensive footer links, indicating a full site-wide chrome is now present on the error page. Note a stray extra RootWebArea tag appears at the end, suggesting a minor structural glitch."
}{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/search?q=greek+salad",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=greek+salad')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=greek+salad. Navigated from a 404 page to a live search results page for a Greek salad. The UI now centers a header/navigation and a prominent search area, replacing the old error content with a functional site shell and recipe results. Key content changes include a large set of recipe cards (each with a name, image, and a Save Recipe button) and a structured results list with ratings. A new pagination control appears at the bottom of the results, and the footer/content-info area expands to include site-wide links and social/follow options, transforming the page from an error screen into a full, browsable results experience."
}{
"explanation": "**Selecting the Greek Salad link**\n\nI see that we need to click on the first search result for \"Greek Salad.\" The ARIA tree indicates there's a link specifically named \"Greek Salad\" with an ID of 293. I notice this link is focusable, so I think it's the right one to click. Given that we only need one tool call, I don't think the wrapper for multiple tools is necessary here. I'll explain my reasoning briefly and then proceed with the click action on the link!",
"performed_steps": [
{
"name": "click on the first result \"Greek Salad\" recipe link",
"tools": [
"ClickTool(id='293')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/14373/greek-salad-i/. You navigated from a generic search results view into a specific Greek Salad Recipe page. The prior results chrome and header navigation were largely removed, and the page now presents a full recipe article with rich content. The content was reorganized into a detailed recipe layout: a header with a recipe title, image gallery, rating and review counts, descriptive paragraphs, ingredient list with a servings/quantities control, step-by-step directions with accompanying images, nutrition facts, and interactive controls (Save Recipe, Rate, Print, Share, I Made It). A new “You’ll Also Love” section surfaces related salads, replacing the previous simple results list and pagination."
}['Greek Salad\nPrep Time: 20 mins\nTotal Time: 20 mins\n277 Ratings', '185 REVIEWS\nIngredients\n1 head romaine lettuce- rinsed, dried and chopped', '1cucumber, sliced', '2 large tomatoes, chopped', '1 (6 ounce) can pitted black olives', '1green bell pepper, chopped', '1red bell pepper, chopped', '1red onion, thinly sliced', '1 cup crumbled feta cheese', '6 tablespoons olive oil', '1lemon, juiced', '1 teaspoon dried oregano', 'ground black pepper to taste']
Driver python-1772656152 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772656152 Token usage statistics: - Total: 30885 tokens (29475 input, 1410 output) - Cached: 0 tokens (0 input, 0 output)





Chrome driver started successfully (driver_id: python-1772656245) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/search?q=french+ratatouille",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=french+ratatouille')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=french+ratatouille. You navigated from a blank/placeholder root into a full results page for a French ratatouille on Allrecipes. The page now includes a prominent header and banner with skip-to-content, site navigation, a search box, and a large list of interactive recipe results. Key changes include a detailed main area showing multiple recipe items (each with a name, images, and a Save Recipe action), a search that preserves the query “french ratatouille,” and a pagination control for the results. The footer and content-info sections were expanded with common links and social follows, creating a complete, interactive site-wide experience on the French results view."
}['Ratatouille - 1,126 Ratings', "Disney's Ratatouille - 457 Ratings", 'Summer Vegetable Ratatouille - 165 Ratings', 'Ratatouille Bake - 540 Ratings', 'Braseltouille - Meatatarian Ratatouille - 58 Ratings', 'Sheet Pan Ratatouille - 20 Ratings', 'Ratatouille Provençale - 20 Ratings', 'Autumn Ratatouille with Hillshire Farm Smoked Sausage - 19 Ratings', 'Air-Fried Ratatouille, Italian-Style - 4 Ratings', 'Chicken Ratatouille - 1 Rating']
{
"explanation": "**Selecting Ratatouille recipe**\n\nI need to click on the first recipe named \"Ratatouille\" in the search results. In the ARIA tree, I see the main section has a list of results. The first \"Ratatouille\" recipe is listed under the id 306, so that’s what I’ll click. I’m using the ClickTool function to select this first item, as there’s a Disney-related reference afterward, but I’m targeting the straightforward Ratatouille at id 306. So, I’ll proceed with the ClickTool call for that.",
"performed_steps": [
{
"name": "click on the first recipe named \"Ratatouille\" in the search results",
"tools": [
"ClickTool(id='306')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/18411/ratatouille/. Navigated from a search results hub to a detailed Ratatouille recipe page. The page now presents a full recipe layout with media, ratings, description, and interactive actions, replacing the previous minimal results view. Key changes include renaming and focusing the main area to Ratatouille Recipe, adding a complete recipe section (title, images, time/servings, Save/Rate/Print/Share actions, nutrients, ingredients with a 1X/2X adjuster, and step-by-step directions), and introducing a “You’ll Also Love” recommendations area with multiple related recipes. The old search header and Allrecipes homepage menu content were removed or relocated, and search controls were streamlined."
}['Rating: 4.6\nReviews: 796 REVIEWS\nTotal cooking time (prep + cook): 1 hr\nIngredients: 2 tablespoons olive oil, divided', '3 cloves garlic, minced', '1 eggplant, cut into ½-inch cubes', '2 teaspoons dried parsley', 'salt to taste', '1 cup grated Parmesan cheese', '2zucchini, sliced', '2 large tomatoes, chopped', '2 cups sliced fresh mushrooms', '1 large onion, sliced into rings', '1 green or red bell pepper, sliced']
Driver python-1772656245 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772656245 Token usage statistics: - Total: 35000 tokens (33039 input, 1961 output) - Cached: 0 tokens (0 input, 0 output)

















Chrome driver started successfully (driver_id: python-1772656340) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. The page moved from a minimal, focused root to a fully populated Allrecipes homepage structure with header, navigation, main content, and footer. The new UI introduces a comprehensive header/navigation system (including a Skip to Content link, a header menu with DINNERS/MEALS/INGREDIENTS, and a large navigation banner) plus a main article area with featured recipes, latest content, trending sections, and a “Meatless Meal Ideas” hub. Significant content updates include search capabilities in multiple places, numerous interactive links and buttons (e.g., Newsletters, Go to MyRecipes, Save Recipe, View Recipe), and a rich content layout with cards, images, ratings, and user testimonials. The end-state also shows additional root web area entries, suggesting the accessibility tree now encodes the full page content and footer sections, not just a single root element."
}Error: Message: element not interactable (Session info: chrome=145.0.7632.117); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x00000001009796b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x0000000100971a50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x000000010044e370 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74924 3 chromedriver 0x000000010048f528 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 341604 4 chromedriver 0x000000010048d25c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332696 5 chromedriver 0x00000001004d6620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 6 chromedriver 0x000000010048bb9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 7 chromedriver 0x0000000100938680 cxxbridge1$str$ptr + 2861308 8 chromedriver 0x000000010093bdd4 cxxbridge1$str$ptr + 2875472 9 chromedriver 0x000000010091da7c cxxbridge1$str$ptr + 2751736 10 chromedriver 0x000000010093c658 cxxbridge1$str$ptr + 2877652 11 chromedriver 0x000000010090dffc cxxbridge1$str$ptr + 2687608 12 chromedriver 0x0000000100960d78 cxxbridge1$str$ptr + 3026932 13 chromedriver 0x0000000100960ef4 cxxbridge1$str$ptr + 3027312 14 chromedriver 0x00000001009716a8 cxxbridge1$str$ptr + 3094820 15 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 16 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=sushi+rolls",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=sushi+rolls')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=sushi+rolls. The UI shifted from the Allrecipes homepage to a dedicated search results page (for sushi rolls). The top-level area was renamed and focused as a results view, and a new main header/navigation structure was introduced to show a searchable results grid. Key visible changes include: a Search section with a Clear search control and pre-filled search text (sushi rolls), a grid/list of recipe results for sushi rolls with multiple item cards (Homemade Sushi, California Roll, etc.) and a pagination control labeled Search results pagination. The footer area was reorganized to include About Us, Editorial Process, Privacy Policy, etc., and a new contentinfo block provides homepage link, Newsletters, and “Follow Us” social links."
}['Homemade Sushi — 216 Ratings', 'Smoked Salmon Sushi Roll — 112 Ratings', 'Perfect Sushi Rice — 5 Ratings', 'California Roll Sushi — 79 Ratings', 'Cream Cheese and Crab Sushi Rolls — 49 Ratings', 'Cucumber and Avocado Sushi — 61 Ratings', 'Spicy Tuna Sushi Roll — 16 Ratings', 'Spicy Sushi Roll — 5 Ratings', 'Homemade Sushi Rolls — 1 Rating', 'Mini Cucumber Sushi Rolls — 6 Ratings', 'Spicy Sushi Mayo — 34 Ratings', 'Buffalo Chicken Sushi Roll — 2 Ratings', 'Homemade Salmon Sushi Rolls — 1 Rating', 'Turkey Roll Sushi — 6 Ratings', 'Kimbop (Korean Sushi) — 22 Ratings', 'Grilled Bacon Sushi Roll — 3 Ratings', 'Dragon Roll — 1 Rating']
{
"explanation": "**Executing click action**\n\nI need to click on the Homemade Sushi link in the ARIA tree. There's an element with id 306 that has the name Homemade Sushi within the main content results. So, I should perform a click on that specific link using the function ClickTool with id 306. I'll make sure to identify element 306 before proceeding with the tool call. After that, I’ll provide the final answer once the action is completed.",
"performed_steps": [
{
"name": "Click on the \"Homemade Sushi\" recipe link",
"tools": [
"ClickTool(id='306')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/24228/sushi-roll/. Navigated from a generic Allrecipes results view to a specific Homemade Sushi Recipe page. The page now marks the recipe as focused and centered in the root area, replacing the prior all-results header. Key content changes include a shift from a site-wide search/header UI to a detailed recipe layout: a large recipe title, image gallery, rating and counts, descriptive paragraph, and a full nutrition/ingredients/directions section with steps and tips. The “You’ll Also Love” area now shows several related recipe links (e.g., Korean Sushi, Cucumber and Avocado Sushi, Mango Papaya Salsa, etc.) and removes the previous pagination element, signaling a move toward a browsable related-recipes experience rather than paginated search results."
}['Homemade Sushi', '216 ratings, 146 REVIEWS', 4.5]
['1 ⅓ cups water', '⅔ cup uncooked short-grain white rice', '3 tablespoons rice vinegar', '3 tablespoons white sugar', '1 ½ teaspoons salt', '4 sheets nori seaweed sheets', '½ pound imitation crabmeat, flaked', '1avocado - peeled, pitted, and sliced', '½cucumber, peeled, cut into small strips', '2 tablespoons pickled ginger']
{
"explanation": "**Executing nutrition info toggle**\n\nI need to perform a click action on the \"Nutrition Facts\" section to expand it. There's an ARIA tree that includes a Nutrition Facts (per serving) heading and a button labeled \"Show Full Nutrition Label\" with an ID of 747. It sounds like this button could toggle the expansion. So, to proceed, I'll use the tool to click element ID 747, and then describe the action I took. Let's get that done!",
"performed_steps": [
{
"name": "Click the \"Nutrition Facts\" toggle or section to expand it",
"tools": [
"ClickTool(id='747')"
]
}
],
"changes": "URL did not change. A new top-level menu and action items were added in the header area, and several existing header controls were simplified or removed. A Main menu button was introduced in the banner, plus two new action buttons Save Recipe and Rate It. Several previously visible header items were removed or collapsed: the site-wide search UI (Search the site) and its search button, the Newsletters and Sweepstakes/Go to MyRecipes items were altered—the Go to MyRecipes link now reads My Saves with an image. The header navigation containing multiple section links (Dinners, Meals, Ingredients, etc.) and related magazine/about links were removed, making the header more streamlined. Additionally, the accessibility tree now includes an extra RootWebArea instance at the end, increasing the count of focusable regions from three to four."
}[152, '4g', '26g', '4g']
{
"explanation": "**Executing button click**\n\nI need to click the \"Show Full Nutrition Label\" button. I found its element ID within the ARIA tree: the button ID is 755, and it has a clear label. Before executing the click, I'm reasoning through this choice to make sure it’s the right element to target. Since there should only be one button with that specific text, I’m confident. So, I’ll proceed with the tool call using ID 755.",
"performed_steps": [
{
"name": "Click the \"Show Full Nutrition Label\" button to expand the full nutrition facts panel",
"tools": [
"ClickTool(id='755')"
]
}
],
"changes": "URL did not change. The UI now reveals a full nutrition label in place of the previous toggle prompt, indicating a switch from a collapsed to an expanded nutrition view. The action button changes from \"Show Full Nutrition Label\" to \"Hide Full Nutrition Label\" and gains focus, signaling an active state. Content-wise, a complete nutrition facts table is introduced with multiple header rows (servings, calories) and a long list of nutrient rows (fat, sodium, carbs, vitamins, minerals) along with corresponding daily value percentages. Additional guidance text is added as a generic block, including three disclaimers about daily values and nutrient data."
}['Calories - 152', 'Total Fat - 4g - 5%', 'Saturated Fat - 1g - 3%', 'Cholesterol - 6mg - 2%', 'Sodium - 703mg - 31%', 'Total Carbohydrate - 26g - 9%', 'Dietary Fiber - 2g - 9%', 'Total Sugars - 7g', 'Protein - 4g - 8%', 'Vitamin C - 3mg - 4%', 'Calcium - 12mg - 1%', 'Iron - 1mg - 6%', 'Potassium - 186mg - 4%']
NOOP
{
"explanation": "**Simulating scrolling for tips**\n\nI need to look for tips or storage instructions on a webpage, particularly any section that tells us how to store something. To do that, I’ll simulate scrolling to find the relevant content. The “Recipe Tip” section has an ID of 673, and I'll use the ScrollTool to scroll down to it. It’s important to ensure that I’m revealing the right section, so I’ll go ahead with ID 673 to get the helpful information.",
"performed_steps": [
{
"name": "Scroll down to find tips, storage instructions, or any \"how to store\" section on the page",
"tools": [
"ScrollTool(id='673')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}If you do not have a bamboo sushi mat, the easiest way to roll sushi is with a clean dish towel.
{
"explanation": "**Scrolling for content**\n\nI need to scroll down to find a section about \"Storage\" or \"How to Store,\" but it looks like that’s missing in the sushi recipe. Still, I should scroll further to bring more content into view. I see there are some element IDs like 110 and 3122 for the main content. The typical choice is to scroll to the largest ID, so I’ll go ahead and use the ScrollTool with id 110 to perform this action. Let's make that tool call!",
"performed_steps": [
{
"name": "Scroll down further to look for a \"Storage\" or \"How to Store\" section",
"tools": [
"ScrollTool(id='110')"
]
}
],
"changes": "URL did not change. The header area has been expanded and more interactive controls were added to the top navigation. A new search region replaces part of the previous links, and a fuller header navigation is introduced. Key changes include removing the old main menu button in the banner and replacing part of the content with a search box (Search the site) plus a search button. The list of quick items now includes Newsletters, Sweepstakes, and a Go to MyRecipes link, and a dedicated Header navigation is added with multiple labeled sections (DINNERS, MEALS, INGREDIENTS, OCCASIONS, CUISINES, KITCHEN TIPS, NEWS, FEATURES, VIDEO) plus ABOUT US and GET THE MAGAZINE as links."
}['Homemade Sushi', "WHY YOU'LL LOVE THIS RECIPE", 'Ingredients', 'Directions', 'Recipe Tip', 'Nutrition Facts (per serving)', 'Ask the Community (2)', 'Reviews (146)', 'You’ll Also Love', 'Featured Tweaks']
['Make sushi rolls at home with basic kitchen equipment, like a bamboo mat and a standard oven.', 'Home cooks praise the restaurant-quality results and the flexibility of the fillings.', 'Allrecipes member Cinthya raves, “This recipe is seriously just as good as the pricey restaurants.']
Driver python-1772656340 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772656340 Token usage statistics: - Total: 279910 tokens (271484 input, 8426 output) - Cached: 686 tokens (503 input, 183 output)





Chrome driver started successfully (driver_id: python-1772656793) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. There's no need for parallel processing here; it's a straightforward task. I just have to call the tool and then confirm that I've navigated successfully in my final message. It feels pretty clear-cut. Let's go ahead and perform this action!",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. The page was expanded from a minimal root region into a full site homepage structure. The after state adds a named root with a complete header, navigation, main content, and footer content, replacing the previous empty RootWebArea. Key changes include a prominent skip-to-content link, a comprehensive header navigation with multiple menu sections (DINNERS, MEALS, INGREDIENTS, etc.), a large main area with multiple content blocks (Latest, Trending Now, Meatless Meal Ideas, Seasonal Picks, Home Cook features, and user-generated sections), and a full contentinfo/footer with social links and policy items. In short, the UI now presents a fully fleshed-out Allrecipes homepage with numerous interactive elements (search, links, buttons, images) and accessible regions for navigation and discovery."
}{
"explanation": "**Identifying About Us link**\n\nI’m checking the website’s structure to find the \"About Us\" link. From the ARIA tree, I see it’s in the footer with an ID of 1846. I notice there's also a version in the header, with another ID of 228. But I can choose either, so I’ll go for the footer link. The task is clear: I need to click it. I’ll use the `ClickTool` function with the footer ID of 1846 to proceed.",
"performed_steps": [
{
"name": "find and click on the \"About Us\" link, likely in the footer or navigation menu",
"tools": [
"ClickTool(id='1846')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/about-us-6648102. A page navigation change redirected the main area from Allrecipes’ generic recipe hub to an About Allrecipes page, with focus now set on the About Allrecipes section. The content that used to present trending recipes, cards, and interactive recipe lists has been replaced with an extensive corporate and team overview. Key changes include a new content structure: an “In This Article” nav with multiple About Allrecipes, Our History, and Our Values sections, plus detailed leadership and staff profiles, editorial teams, and contact/work-with-us information. Some interactive or image-driven recipe blocks were removed, and new paragraphs, headings, and lists were added to describe the company, its people, and contact processes. Additionally, the accessibility tree shows a shift in heading levels (e.g., About Us now uses a level-1 heading for the main title) and the root area now marks itself as focused."
}{
"explanation": "**Preparing to scroll**\n\nI need to find the Allrecipes Allstars section by simulating a scroll. The tool I’ll use requires the element ID. There’s a heading with the ID 433 that reads \"The Allrecipes Allstars\". Following that, there’s a paragraph with ID 435 that has a description and a link. To view that section, I’ll use the ScrollTool on the heading with ID 433. I believe this is the right choice, so let’s proceed without any parallel actions.",
"performed_steps": [
{
"name": "scroll down to find the \"Allrecipes Allstars\" section on the page",
"tools": [
"ScrollTool(id='433')"
]
}
],
"changes": "URL did not change. The update adds a main navigation entry and trims the top header tree. A new “Main menu for Allrecipes” button with an image was introduced in the banner, and a previously present header navigation block containing sections like DINNERS, MEALS, INGREDIENTS, etc. was removed. Content and formatting changes focus on text flow and link labeling: some links were shortened or repurposed (e.g., “Go to MyRecipes” now appears as “My Saves” with an inline image inside the link). Numerous LineBreak elements were replaced with empty-named breaks containing an InlineTextBox, effectively converting plain line breaks to explicit inline text placeholders across the page."
}The Allrecipes Allstars Social media influencers, registered dietitians, grillmasters, and more seasoned home cooks make up our enthusiastic squad of 100+ brand ambassadors. This diverse, food-loving crew spans the U.S. geographically and represents many different cultures, ethnicities, and family makeups. Since 2011, the have created tens of thousands of original recipes, photos, and reviews plus shared their cooking expertise via flat and video content on our website, social media, plus more marketing channels.
Driver python-1772656793 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772656793 Token usage statistics: - Total: 44464 tokens (43288 input, 1176 output) - Cached: 0 tokens (0 input, 0 output)




Chrome driver started successfully (driver_id: python-1773458791) Model: azure_openai/gpt-5-nano
{
"explanation": "I need to navigate to a specific URL using the NavigateToUrlTool. It should be a straightforward single tool call where I send the URL directly. After that, I will confirm that I’ve navigated successfully. I considered checking ARIA, but it doesn’t seem necessary for this task. I just want to make sure I get it done efficiently! So, let’s proceed with that tool call.",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. A new, fully fleshed accessibility tree was introduced for Allrecipes, replacing the previous minimal root. The page now presents a complete site layout with a header, main content area, and footer-like content info, plus skip-to-content and many interactive items. Key changes include a rich navigation header with search, menus and dozens of categorized links (Dinners, Meals, Ingredients, etc.), a prominent main article area with featured recipes, and sections like Trending Now, Easy Favorites, and Our People. The footer/content-info adds social follows, policy links, and privacy/subscription controls, along with multiple interactive elements (buttons, links, textboxes, and images) to support navigation and content discovery."
}{
"explanation": "**Executing click action**\n\nI need to click on the Dinners link in the navigation menu. From what I see, there are two Dinners links: one in the header and another in the footer. The instructions say to click the header link, which has the ID 201. So, I will perform a ClickTool action on ID 201. I’ll keep my rationale clear but concise while moving forward. It’s time to execute this!",
"performed_steps": [
{
"name": "Click on the Dinners link in the navigation menu",
"tools": [
"ClickTool(id='201')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipes/17562/dinner/. The UI was redesigned from a broad Allrecipes homepage to a focused “Dinner Recipes” section. The page now centers around a prominent Dinner Recipes area with a header navigation geared toward dinner-focused categories and a prominent recipe listing area, plus a skip-to-content link for quick access. Key changes include replacing the previous extensive homepage navigation and content blocks with a simplified header menu (DINNERS, MEALS, INGREDIENTS, OCCASIONS, CUISINES, KITCHEN TIPS, NEWS, FEATURES, VIDEO) and a clear Dinner Recipes landing with a hero image, a RECIPES link, and a curated list of dinner-centric sections (Quick and Easy, Dinner ideas, Explore Dinner Recipes, etc.). The footer/contentinfo was expanded to include newsletters, social links, and traditional footer links, replacing the prior long-form content."
}['Widowmaker Creamy White Chicken Chili — 1 Rating', "Sweet and Sour Meatballs (Suan T'ien Niu Jou Po Lo La Tzu) — 83 Ratings", 'Tomato Soup and Grilled Cheese Casserole — 17 Ratings']
Driver python-1773458791 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1773458791 Token usage statistics: - Total: 34165 tokens (32960 input, 1205 output) - Cached: 0 tokens (0 input, 0 output)




Chrome driver started successfully (driver_id: python-1772683824) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. The diff shows a major UI expansion from a minimal root to a full, content-rich page structure. The after-state introduces a complete accessible tree: a site-wide header with a Skip to Content link, a large navigation/Header region with multiple menu items (DINNERS, MEALS, INGREDIENTS, etc.), a prominent search control, and a multi-section main area (Trending Now, Meatless Meal Ideas, Spring Celebrations, Seasonal Picks, etc.) populated with cards, images, and action buttons like Save Recipe and View Recipe. Additionally, there is a new contentinfo/footer region with social Follow Us links, footer navigation, and policy/subscription links, indicating a fully realized footer. Note also the trailing extra RootWebArea entries at the end, suggesting additional root nodes were added or duplicated beyond the main content."
}{
"explanation": "**Executing search for banana bread**\n\nI need to search for \"banana bread\" in the search box, which seems to be under the \"What would you like to cook?\" section, specifically looking for input ID 1133. I'll type \"banana bread\" into that box and then either press enter or click the search button with ID 1136. I'll perform these actions sequentially using TypeTool for typing and ClickTool for the button. Let's go ahead and do that!",
"performed_steps": [
{
"name": "search for \"banana bread\" in the search box",
"tools": [
"TypeTool(id='1133', text='banana bread')"
]
}
],
"changes": "URL did not change. A broad navigation overhaul occurred: a new “Main menu for Allrecipes” button with an image was added in the banner, while a large header navigation block and several top-level links were removed. Content updates include changing the MyRecipes link to display as “My Saves” with an inline image, and the Newsletter and Sweepstakes entries disappearing from the navigation. In the search area, the site-search textbox now shows focus and is prefilled with the text “banana bread,” indicating a default or recently used query, while retaining the search button beside it."
}{
"explanation": "**Executing search submission**\n\nI need to make sure to press Enter to submit the search. First, I’ll locate the search textbox. The ARIA tree shows a focused textbox with id 1191 that contains the text \"banana bread.\" My task here is to press Enter to submit this search. I see the focus is correctly on textbox 1191, which is good. I'll use the function to simulate pressing the Enter key and then confirm that the action has been completed.",
"performed_steps": [
{
"name": "press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=banana+bread. Navigated from the Allrecipes homepage into a search results view for Banana Bread. The page was restructured from a broad site header/footer layout to a focused results layout with a prominent search area and a list of recipe results. Key changes include a new Banana Bread search results title, a top search box with a Clear search option, and a large, itemized list of Banana Bread recipes each with thumbnails, titles, and Save Recipe actions. A pagination control labeled “Search results pagination” was added, and the header/navigation area was streamlined to emphasize recipe categories and quick actions like Get the Magazine, while the long editorial and footer content moved into a dedicated contentinfo section."
}["Janet's Rich Banana Bread: 10,790 Ratings", 'Best Ever Banana Bread: 2,446 Ratings', 'Almond Flour Banana Bread: 180 Ratings', "Joy's Easy Banana Bread: 3,235 Ratings", "Sarah's Banana Bread Muffins: 1,073 Ratings", 'Chocolate Banana Bread: 1,358 Ratings', 'Rich and Delicious Banana Bread: 370 Ratings', 'The Best Banana Bread: 1,789 Ratings', 'Banana Banana Bread: 17,277 Ratings', 'Gluten Free Banana Bread: 174 Ratings', "Extreme Banana Nut Bread 'EBNB': 2,884 Ratings", 'Banana Dessert Recipes: 232 Ratings', "Chef John's Banana Bread: 941 Ratings", 'Banana Bread: 1,695 Ratings', 'Simple Banana Bread: 138 Ratings', 'Banana Chocolate Chip Bread: 1,545 Ratings', "Janine's Best Banana Bread: 753 Ratings", 'Maple Banana Bread: 150 Ratings', "Grandma's Homemade Banana Bread: 481 Ratings", 'Sour Cream Banana Bread: 183 Ratings', '4H Banana Bread: 1,203 Ratings', 'Banana Pumpkin Bread: 530 Ratings', 'Banana Bread - Quick Bread for Machines: 473 Ratings', 'Banana Sour Cream Bread: 5,983 Ratings']
{
"explanation": "**Executing click action**\n\nI need to find and click on the link for the Banana Banana Bread recipe. From the ARIA tree, I see multiple links, but I want the one with the text \"Banana Banana Bread.\" It has the id \"586\". So, my plan is to use the ClickTool function with that id. After clicking, I should confirm that the action was performed successfully. Since it's just one tool, I'll keep the process straightforward!",
"performed_steps": [
{
"name": "click on \"Banana Banana Bread\" recipe link",
"tools": [
"ClickTool(id='586')"
]
}
]
}Error: Message: tab crashed (Session info: chrome=145.0.7632.117)
Driver python-1772683824 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772683824 Token usage statistics: - Total: 55577 tokens (52672 input, 2905 output) - Cached: 0 tokens (0 input, 0 output)
Chrome driver started successfully (driver_id: python-1772683910) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/search?q=banana+bread",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=banana+bread')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=banana+bread. Browsing action updated from a generic root to a dedicated Allrecipes search results view for banana bread. The page now includes a prominent header with a skip-to-content link, site navigation, and a full search bar, plus a main content area showing \"Search Results For banana bread\" and a long list of recipe results with images and actions like Save Recipe. Key interactive elements now exposed include a global search widget, Save Recipe buttons on each recipe, and pagination controls at the bottom of the results. The content also expands to include a footer with informational links and social follow sections, plus consistent site-wide navigation in the header."
}{
"explanation": "",
"performed_steps": [
{
"name": "click on \"Janet's Rich Banana Bread\" recipe link",
"tools": [
"ClickTool(id='263')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/17066/janets-rich-banana-bread/. The user navigated from a generic Allrecipes results page to a specific Janet's Rich Banana Bread Recipe page. The UI now presents a full recipe article with rich media, metadata, and interactive options, rather than a simple list of search results. Key changes include replacing the header/navigation clutter with a detailed recipe layout: a prominent title, image gallery, rating and meta info, descriptive paragraph, author/updated info, ingredients and measurements with a serving-tweak control, step-by-step directions with photos, nutrition facts, and a robust “Ask the Community” and review area. The page also adds a new “You’ll Also Love” section showing related banana bread recipes with updated thumbnails and ratings, and pagination and some header elements from the previous view were removed."
}["Janet's Rich Banana Bread", 4.8, '10,790 Ratings (8,280 REVIEWS)']
Driver python-1772683910 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772683910 Token usage statistics: - Total: 28951 tokens (28060 input, 891 output) - Cached: 0 tokens (0 input, 0 output)








Chrome driver started successfully (driver_id: python-1773458858) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/ and search for \"vegan pumpkin pie\"",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. You navigated from a minimal page placeholder to the full Allrecipes homepage. The UI now includes a comprehensive header with skip-to-content, site branding, and a large multi-level navigation menu (DINNERS, MEALS, INGREDIENTS, etc.), plus a header search and various quick links. In the main content, the page shows multiple content blocks: featured stats, “Latest” and trending recipe cards with Save Recipe and View Recipe actions, a section for user-generated and editorial content, and a prominent “What would you like to cook?” search area with Popular Searches. The footer area is expanded with a contentinfo section containing follow-us links, footer navigation, and legal/privacy items."
}Error: Message: element not interactable (Session info: chrome=146.0.7680.76); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x0000000102e0f424 cxxbridge1$str$ptr + 3160724 1 chromedriver 0x0000000102e074b8 cxxbridge1$str$ptr + 3128104 2 chromedriver 0x00000001028db728 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74524 3 chromedriver 0x000000010291c984 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 341368 4 chromedriver 0x000000010291a6b8 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332460 5 chromedriver 0x00000001029624e4 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 626904 6 chromedriver 0x00000001029191b4 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 327080 7 chromedriver 0x0000000102dcddc0 cxxbridge1$str$ptr + 2892848 8 chromedriver 0x0000000102dd14b0 cxxbridge1$str$ptr + 2906912 9 chromedriver 0x0000000102db351c cxxbridge1$str$ptr + 2784140 10 chromedriver 0x0000000102dd1d34 cxxbridge1$str$ptr + 2909092 11 chromedriver 0x0000000102da3fac cxxbridge1$str$ptr + 2721308 12 chromedriver 0x0000000102df68e8 cxxbridge1$str$ptr + 3059544 13 chromedriver 0x0000000102df6a64 cxxbridge1$str$ptr + 3059924 14 chromedriver 0x0000000102e07110 cxxbridge1$str$ptr + 3127168 15 libsystem_pthread.dylib 0x000000018e78fc08 _pthread_start + 136 16 libsystem_pthread.dylib 0x000000018e78aba8 thread_start + 8
{
"explanation": "**Navigating to URL**\n\nI need to navigate to the specified URL, which means I'll likely respond by calling the NavigateToUrlTool with the URL string. After that, I plan to confirm that I've done so. It seems simple enough since we only need to use one tool, and there's no need for multi-tool usage this time. I'll just move forward and complete the task efficiently!",
"performed_steps": [
{
"name": "Navigate to https://www.allrecipes.com/search?q=vegan+pumpkin+pie",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/search?q=vegan+pumpkin+pie')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=vegan+pumpkin+pie. The UI shifted from a broad homepage layout to a focused search results page for a specific query. The header/navigation was reworked into a simpler, banner-driven header with a persistent SKIP TO CONTENT, site visit, and a compact header/navigation group, while the full mega-navigation was pared down. In the main content, search results replace the vast hero/content sections with a dedicated “Search Results For” area that includes an inline search box, a grid/list of recipe results (each with image, category, and actions like Save Recipe), and a dedicated pagination control. The surrounding footer/contentinfo was streamlined to expose a few key links (Visit homepage, Newsletter access, social follows) and a standard footer, replacing the long, multi-block sections from the previous layout."
}['Vegan Pumpkin Pie Blondies - 58 Ratings', 'Vegan Pumpkin Pie Smoothie - 11 Ratings', 'Vegan Pumpkin Pie - 9 Ratings', 'Amazing Vegan Pumpkin Pie - 1 Rating', 'Tofu Pumpkin Pie - 33 Ratings', 'Sweet and Savory Vegan Pumpkin Recipes You Need to Try This Fall', 'Kabocha Squash Pie (Japanese Pumpkin Pie) - 6 Ratings', '9 Vegan Pies and Tarts Everyone Will Love', 'Pumpkin Tart with Pecan Crust - 38 Ratings', 'Vegan Pumpkin Ice Cream - 3 Ratings', 'Fluffy Vegan Pumpkin Pancakes - 6 Ratings', 'Vegan Black Bean Soup with Pumpkin - 3 Ratings', '10 Vegan Halloween Recipes with Monster Flavor', '15 Vegetarian and Vegan Recipes for a Southern Thanksgiving Feast', 'Vegan Pumpkin Spice Cake - 4 Ratings', 'Vegan Pumpkin Bread - 2 Ratings', 'Amazing Vegan Pumpkin Bread - 3 Ratings', 'Whipped Coconut Cream (Vegan Whipped Cream) - 50 Ratings', 'Pumpkin Chocolate Coconut Oil Bars - 2 Ratings', 'Make Your State\'s Most "Unusually Popular" Thanksgiving Recipe', 'Pumpkin Apple Pie Smoothie - 5 Ratings', 'Dairy-Free Pumpkin Pie - 2 Ratings', 'Our 10 Best Blondie Recipes for a Serious Sweet Tooth']
{
"explanation": "**Clicking on recipe link**\n\nI need to click the \"Vegan Pumpkin Pie\" recipe, which has 9 ratings. In the ARIA tree, I've found a link labeled \"Vegan Pumpkin Pie\" with id \"376\" that's focusable. It looks like the ratings are in the range from id 393 to 405. I’ll go ahead and click the element with id 376 using the ClickTool function, providing a brief reasoning behind this action. No need for parallel processing here; let's just proceed!",
"performed_steps": [
{
"name": "Click on the \"Vegan Pumpkin Pie\" recipe (with 9 ratings)",
"tools": [
"ClickTool(id='376')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/255507/vegan-pumpkin-pie/. You navigated from a generic search results view to a specific vegan pumpkin pie recipe page. The page title changed to Vegan Pumpkin Pie Recipe and the area is now marked as focused, indicating the recipe detail view. Content shifts are substantial: the results listing and header/navigation clutter were removed, and the main content became a full recipe article with an image gallery, ratings, prep/cook times, ingredients and directions, nutrition facts, and interactive controls (Save Recipe, Rate, Print, Share, I Made It). The “You’ll Also Love” recommendations were updated to show a curated set of related pumpkin pie recipes, replacing the broad earlier list."
}['Vegan Pumpkin Pie', 3.7, '15 mins', '40 mins', '9 hrs 55 mins']
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate back to the search results page",
"tools": [
"NavigateBackTool()"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/search?q=vegan+pumpkin+pie. The interface shifted from a full recipe article page to a search-results hub for vegan pumpkin pie on Allrecipes. The header now includes a prominent search control and a navigation menu with many category links, replacing the prior long article chrome and content flow. Key content changes include a new “Search Results For” heading with a dedicated results grid of multiple recipe items (e.g., Vegan Pumpkin Pie Blondies, Smoothie, etc.), each with images and save/rate actions, and a pagination control at the bottom. The previous detailed recipe body, reviews, nutrition, and footer/navigation clutter were largely removed in favor of a compact results list plus a standard page chrome (logo, skip link, and header/footer skeleton) for navigation."
}{
"explanation": "",
"performed_steps": [
{
"name": "Click on the \"Tofu Pumpkin Pie\" recipe (with 33 ratings)",
"tools": [
"ClickTool(id='383')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipe/216554/tofu-pumpkin-pie/. The user moved from a generic Allrecipes results view to a specific recipe page titled \"Tofu Pumpkin Pie Recipe.\" The main content switched from a broad search results structure to a detailed recipe layout with imagery, rating, prep stats, and descriptive text. Key changes include: the search field in the header is simplified (self-closing textbox element), the header/navigation sections containing many menu links were removed, and the content now centers on the recipe itself with sections for images, nutrition facts, ingredients, directions, tips, and a large community/reviews area. A new \"You’ll Also Love\" recommendations area appears with multiple related pumpkin pie recipes, while the previous search results pagination has been removed."
}['Tofu Pumpkin Pie', 4.5, '10 mins', '55 mins', '2 hrs 5 mins']
["This pumpkin pie uses tofu instead of eggs and dairy. It's a great option for your holiday dessert table that will appeal to people with special dietary considerations.", 'vegan', 'https://www.allrecipes.com/recipe/216554/tofu-pumpkin-pie/']
Driver python-1773458858 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1773458858 Token usage statistics: - Total: 133115 tokens (128675 input, 4440 output) - Cached: 0 tokens (0 input, 0 output)




Chrome driver started successfully (driver_id: python-1772684236) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.allrecipes.com/",
"tools": [
"NavigateToUrlTool(url='https://www.allrecipes.com/')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/. The diff shows the page changing from a minimal root to a fully fleshed-out Allrecipes homepage structure. A large, interactive header/menu region was added, including a skip-to-content link, a site navigation with many labeled sections, a header search, and several menu items like DINNERS, MEALS, INGREDIENTS, and more. The main content was expanded into rich content blocks: a hero-style set of quick stats and featured recipes, multiple \"Latest\" and trending recipe lists with images, save/view actions, and numerous content sections (Meatless Meals, Comfort Foods, Seasonal Picks, Our People, editors, and social/footer areas). Accessibility-friendly regions like main, contentinfo, and footer were introduced, with many focusable links and controls, plus a robust footer link set. A few stray RootWebArea elements at the end appear as duplicates, suggesting leftover or extraneous nodes."
}{
"explanation": "**Navigating to Occasions**\n\nI need to click on the Occasions menu item in the navigation. There are two Occasions listed: one in the header navigation and another in the footer. It makes sense to focus on the top header navigation. I'll look for the element with id 210, which has the text \"OCCASIONS\" and is clickable. So, I should use the ClickTool with id 210. No need for multiple tools here; I'll proceed with this action.",
"performed_steps": [
{
"name": "click on the Occasions menu item in the navigation",
"tools": [
"ClickTool(id='210')"
]
}
],
"changes": "URL changed to https://www.allrecipes.com/recipes/85/holidays-and-events/. The update reorganized the Allrecipes page to a holiday and event-centric layout. The old top navigation and large mega-menu were replaced with a dedicated Holidays and Events section in the main navigation, and new headings such as Holidays and Events, Holiday Specialties, Explore Holidays and Events appear in place of the previous content blocks. Key content changes include a large expansion of holiday-focused recipe links (e.g., Easter, Hanukkah, Christmas, Valentine’s, etc.), with each item shown as a collection card or list entry that includes images, ratings, and a Save Recipe button. The page also adds new Explore Recipes groupings and a revised footer/content-info area, while removing much of the previous Allrecipes-branded navigation and editorial panels in favor of a more sectioned, holiday-driven catalog."
}['EASTER RECIPES', 'HALLOWEEN RECIPES', 'THANKSGIVING RECIPES', 'CHRISTMAS RECIPES', 'HANUKKAH RECIPES', 'TAILGATING RECIPES', 'ROSH HASHANAH RECIPES', 'MARDI GRAS RECIPES', "MOTHER'S DAY RECIPES", 'MEMORIAL DAY RECIPES', 'CINCO DE MAYO RECIPES', 'EVENTS AND GATHERINGS', 'LENT RECIPES', "VALENTINE'S DAY RECIPES", 'LABOR DAY RECIPES', "FATHER'S DAY RECIPES", "NEW YEAR'S RECIPES", 'BIG GAME RECIPES', "VETERAN'S DAY RECIPES", '4TH OF JULY RECIPES', 'KWANZAA RECIPES', 'PASSOVER RECIPES', 'RAMADAN RECIPES', "ST. PATRICK'S DAY RECIPES", 'DIWALI RECIPES', 'LUNAR NEW YEAR RECIPES', 'PURIM RECIPES', 'HOLIDAY PLANNING', 'BACK TO SCHOOL RECIPES', 'CHRISTMAS COOKIES', "APRIL FOOLS' DAY RECIPES", 'OKTOBERFEST RECIPES']
Driver python-1772684236 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772684236 Token usage statistics: - Total: 37969 tokens (36622 input, 1347 output) - Cached: 0 tokens (0 input, 0 output)






Chrome driver started successfully (driver_id: python-1772260703) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. The interface now includes a full Amazon homepage structure in the accessibility tree, replacing the bare root with a named, interactive header and content area. The changes group navigation and content into a header with shortcuts, a primary banner and search, language/account controls, and a comprehensive left/right category navigation, followed by a large main area of carousels and numerous product sections. Key visible updates include skip-to and keyboard shortcut menus, a rich header with language/country options and account/cart links, a multi-section main carousel with curated looks, deals, and best-sellers across many categories, and a footer region with standard corporate links and legal notices. A new complementary region for recently viewed items and recommendations was also added, plus a back-to-top control in the footer."
}{
"explanation": "**Planning a search sequence**\n\nI need to search by interacting with the search box for Amazon. The search input has an ID of 133, and there's a \"Go\" button with ID 140 that triggers the search. I’ll type \"Xbox Wireless Controller green\" into the search box and then either click the \"Go\" button or press Enter. It seems better to click the button for ease. The steps will be sequential: first, type into the box, then click the Go button.",
"performed_steps": [
{
"name": "Search for \"Xbox Wireless Controller green\" in the search box and submit",
"tools": [
"TypeTool(id='133', text='Xbox Wireless Controller green')"
]
}
],
"changes": "URL did not change. The user’s focus moved into the search box and an autocomplete experience appeared. The search box now has focus state and is linked to an autocomplete results container, and it also includes an initial suggested item (“Xbox Wireless Controller green”) shown inside the box. In addition, a new dialog-based suggestions panel surfaced with multiple rows of quick suggestions (e.g., “xbox wireless controller green 4 stars”, etc.), each as a separate button. Several long-link items in lists were updated to include an inline line-break rendering (replacing LineBreak elements with an InlineTextBox), and at least one top navigation link text was adjusted to a longer label."
}{
"explanation": "",
"performed_steps": [
{
"name": "Press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=Xbox+Wireless+Controller+green&crid=KQ4512ON5QUZ&sprefix=xbox+wireless+controller+green%2Caps%2C200&ref=nb_sb_noss_1. The page redirected from a generic Amazon home view to a product-results layout for an Xbox Wireless Controller green variant, with the UI now focused on a specific listing/search results experience. The content reorganizes from a broad catalog/curation structure to a dense product listing: a prominent sort-by control appears, a heading shows the search results count, and individual product cards become much richer (price, ratings, shipping, add-to-cart, colors, and “See options” actions). Significant content removals and additions include dropping a large autocomplete/suggestions dialog and older promotional carousels, while a new lightweight, non-modal dialog placeholder is added under navigation. Accessibility text also shifts from extensive, image-heavy groupings to a more streamlined results section with explicit interactive elements like sorting comboboxes, per-item actions, and filter groups (Price range sliders, Color/Brand/Condition groups). A final structural tweak adds a minimal extra RootWebArea at the end."
}{
"explanation": "**Executing filter selection**\n\nI need to click on the \"4 Stars & Up\" filter in customer reviews. To do this, I’ll identify the element in the ARIA tree, which shows a group for Customer Reviews with an item containing the link \"& Up\" with a nested \"4 Stars\". The clickable filter element should be the link with id 2049. I’ll use Functions.ClickTool to click on this filter. It seems straightforward; I just need to ensure the right element is clicked! **Selecting the filter link**\n\nI’ve decided to click on the link with id 2049. To do this, I’ll use Functions.ClickTool with that specific id. It seems like a straightforward action; I just need to ensure everything executes properly. Once I’ve triggered the click, I’ll be ready to respond to the user about what happened next. It’s all about getting this right so the user can see the intended results!",
"performed_steps": [
{
"name": "Filter results to show only products rated 4 stars and above by clicking the \"4 Stars & Up\" filter in the customer reviews section",
"tools": [
"ClickTool(id='2049')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=Xbox+Wireless+Controller+green&rh=p_n_g-1003284979111%3A23944723011&dc&crid=KQ4512ON5QUZ&qid=1772260746&rnid=23944716011&sprefix=xbox+wireless+controller+green%2Caps%2C200&ref=sr_nr_p_n_g-1003284979111_1&ds=v1%3ADhD0HUUXWDoIw7r4p5Kmxs7II5kreB2QAxK%2F2Rad4Ds. Navigated from a generic Amazon search results view to a more detailed, updated listing results page for Xbox Wireless Controller green variants. The results page now reports 939 results (down from over 3,000) and shows updated product cards with revised titles, pricing, delivery estimates, and new offers. Content changes are widespread: product entries have updated headings, prices, and availability; several items now include “Save 5%,” new price labels, and “See options” links, along with new color/pattern groupings. The accessibility tree also introduces structural tweaks, such as wrapping Add to cart actions in extra containers and replacing LineBreak nodes with an Empty LineBreak plus InlineTextBox to render line breaks, plus new personalized/complementary content inviting sign-in and recommendations."
}['Xbox Wireless Gaming Controller (2025) – Velocity Green – Play on, Windows, Android, iOS, FireTV Sticks, Smart TVs, VR Headsets | 4.6 out of 5 stars | $54.00', 'Xbox Wireless Controller – Velocity Green Series X|S, One, And Windows Devices (Renewed) | 4.5 out of 5 stars | $52.87', 'Xbox Core Wireless Gaming Controller – Velocity Green Series X|S, One, Windows PC, Android, and iOS | 4.6 out of 5 stars | $41.49']
Driver python-1772260703 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772260703 Token usage statistics: - Total: 106352 tokens (104006 input, 2346 output) - Cached: 0 tokens (0 input, 0 output)














Chrome driver started successfully (driver_id: python-1773932145) Model: azure_openai/gpt-5-nano
{
"explanation": "I need to navigate to a specific URL using the NavigateToUrlTool. It’s a straightforward process where I just provide the URL, and then I might want to confirm that I’ve done it. Since I only need to use a single tool call, I won’t have to worry about any parallel actions. Once I confirm the action, I’ll respond back to ensure everything went smoothly. Let’s get this done!",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. The page was expanded from a bare, focusable root into a full accessibility-friendly Amazon homepage structure. The after-state adds an elaborate header and navigation system with skip-to and keyboard shortcuts, followed by a primary banner, a large interactive search area, language/account/currency controls, and a broad main content region. Content-wise, the UI now includes multiple grouped sections such as Featured content carousels, All/Golden hour glam/New arrivals in fashion, Best Sellers in various categories (Kitchen, Books, Home & Kitchen, Computers & Accessories, Beauty & Personal Care, Clothing/Footwear/Jewelry, etc.), separators, and a comprehensive footer with corporate links, language/country pickers, and “More on Amazon” subsections. A complementary block for recently viewed items is present, and the footer also includes standard legal links and language controls."
}{
"explanation": "",
"performed_steps": [
{
"name": "Search for \"women's golf polo M size\" in the search bar and submit",
"tools": [
"TypeTool(id='141', text='women's golf polo M size')"
]
}
],
"changes": "URL did not change. The interface now focuses the Amazon page and specifically the search field, indicating an active input state. The search box gained a focused attribute and now surfaces autocomplete results via a new suggestions dialog containing multiple preset phrases (with the current query \"women's golf polo M size\") and a status line describing the additions. Additionally, a new suggestions UI panel appears with a grid of nine candidate terms, each as a button, to help refine the query. In the former media area, a video region was replaced by a simple image placeholder titled \"Watch Roofman with Prime on Prime video.\""
}{
"explanation": "**Simulating key press**\n\nI need to simulate pressing the Enter key to submit a search. I’ll use the function that can press keys, specifically the \"Enter\" key. It’s good to make sure the focus is on the search input, but from what I see, it's not strictly necessary. I’m planning on using just one tool call for this. Alright, let’s go ahead and execute it!",
"performed_steps": [
{
"name": "Press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=women%27s+golf+polo+M+size&crid=2F2S9H8EI043Q&sprefix=women%27s+golf+polo+m+size%2Caps%2C187&ref=nb_sb_noss_1. The update changes the page flow from a generic Amazon shell to a detailed search results experience for a specific product niche (women’s golf polo M size). The after-state introduces a prominent product listing with a Sort by control and a refined search box, plus a large, organized refinement sidebar with many grouped filters (Gender, Customer Reviews, Brands, Color, Sleeve Type, Pattern, Price, etc.) for narrowing results. Key user-visible content changes include a new price filtering UI (Minimum price slider and Maximum price slider), a Deals & Discounts section, and extensive filter categories that present as accessible, labeled groups with interactive items like “See more” buttons. The layout also adds help/navigation shortcuts, quick skip links, and a dedicated pagination/navigation area, plus a minor addition at the end: an extra empty root web area bracketed as a separate element."
}{
"explanation": "**Adjusting price filters**\n\nI need to set the minimum price to $50 and the maximum price to $75 using the price filter. I have an ARIA tree with sliders: the minimum price slider has an ID of 5001 and a current value of $62, while the maximum price slider has an ID of 5003, allowing for a valuemin of 50 and valuemax of 116. I should adjust these sliders accordingly and apply the filter, looking for an \"Apply\" action, even if it's not explicitly labeled as such. **Setting price sliders**\n\nI need to set the minimum price to $50 and the maximum price to $75 by simulating dragging the sliders. The maximum price slider ranges from 50 to 116. To do this, I'll drag slider ID 5001 to 50 and slider ID 5003 to 75, using a tool for both actions at the same time. While there’s no explicit “Apply” button for price filters, sometimes these filters update automatically. I’ll also check for any relevant actions and see if a price filter is applied. **Applying price filter**\n\nTo apply the filter, there’s no explicit “Apply” button. I might consider clicking on the price filter container instead. My plan is to perform two drag slider actions for sliders 5001 and 5003 to get the values set at $50 and $75, respectively. After adjusting these, I’ll look for any link that might serve as an \"Apply\" option, even though I can’t find one. Maybe no further action is necessary after adjusting the sliders. **Setting slider values in parallel**\n\nI’m planning to use a parallel approach for the sliders by utilizing the multi_tool_use.parallel function. I will set slider ID 5001 to a value of 50 and slider ID 5003 to a value of 75. This way, I can make both adjustments simultaneously, which should save some time. After that, I’ll respond with the relevant actions to ensure everything is correctly applied for the filter. Let's get this done!",
"performed_steps": [
{
"name": "Set the minimum price to 50 and maximum price to 75 using the price filter, then apply the filter",
"tools": [
"DragSliderTool(id='5001', value='50')",
"DragSliderTool(id='5003', value='75')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=women%27s+golf+polo+M+size&crid=2F2S9H8EI043Q&qid=1773932220&rnid=2661611011&sprefix=women%27s+golf+polo+m+size%2Caps%2C187&ref=sr_nr_p_36_0_0&low-price=62&high-price=135. You navigated from a generic search results view to a more detailed but still list-based results set for Women’s Golf Polo items, with added filter and product-details content. The most visible changes include a revised page title and result summary: the listing now shows a price range of $62–$135 (instead of $62-above) and the results count drops from 254 to 235. Content-wise, the diff introduces richer product-card details scattered across items: visible color options grouped under “colors available,” new Add to cart controls, updated delivery estimates, and several updated product entries (various brands with new names, prices, and ratings). There are also UI controls for pagination (Go to page 4/5) and a new Customer Reviews section, plus several filter sections (Apparel Material, Collar Style, etc.) with updated labels and example options."
}Error: Message: invalid element state: Element is not currently interactable and may not be manipulated (Session info: chrome=146.0.7680.80) Stacktrace: 0 chromedriver 0x00000001012f6a80 cxxbridge1$str$ptr + 3158700 1 chromedriver 0x00000001012eeb08 cxxbridge1$str$ptr + 3126068 2 chromedriver 0x0000000100dc3724 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 75036 3 chromedriver 0x0000000100dc9954 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 100172 4 chromedriver 0x0000000100dcbbd8 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 109008 5 chromedriver 0x0000000100dcbc90 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 109192 6 chromedriver 0x0000000100e04ea0 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 343192 7 chromedriver 0x0000000100e024cc _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332484 8 chromedriver 0x0000000100e4a2f0 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 626920 9 chromedriver 0x0000000100e00fc8 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 327104 10 chromedriver 0x00000001012b529c cxxbridge1$str$ptr + 2890440 11 chromedriver 0x00000001012b898c cxxbridge1$str$ptr + 2904504 12 chromedriver 0x000000010129a648 cxxbridge1$str$ptr + 2780788 13 chromedriver 0x00000001012b9210 cxxbridge1$str$ptr + 2906684 14 chromedriver 0x000000010128b04c cxxbridge1$str$ptr + 2717816 15 chromedriver 0x00000001012ddc78 cxxbridge1$str$ptr + 3056804 16 chromedriver 0x00000001012dddf4 cxxbridge1$str$ptr + 3057184 17 chromedriver 0x00000001012ee760 cxxbridge1$str$ptr + 3125132 18 libsystem_pthread.dylib 0x000000018e78fc08 _pthread_start + 136 19 libsystem_pthread.dylib 0x000000018e78aba8 thread_start + 8
{
"explanation": "**Navigating URL**\n\nI need to respond by performing an action to navigate to the specified URL. According to tool usage, I’ll use the NavigateToUrlTool to do so. I might consider confirming first, but it seems we can just execute the navigation directly. I think using multi_tool_use.parallel could work, but since we're focusing on a single task, I'll simply call functions.NavigateToUrlTool with the URL. After that, I’ll provide a brief answer.",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/s?k=women%27s+golf+polo&rh=p_36%3A5000-7500%2Cp_n_size_browse-vebin%3A1285100011&s=price-asc-rank",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/s?k=women%27s+golf+polo&rh=p_36%3A5000-7500%2Cp_n_size_browse-vebin%3A1285100011&s=price-asc-rank')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=women%27s+golf+polo&rh=p_36%3A5000-7500%2Cp_n_size_browse-vebin%3A1285100011&s=price-asc-rank. The page was redirected from a very specific product search to a broader, generalized results view for similar items. The main area header was simplified from a long product-specific title to a shorter, generic \"Amazon.com : women's golf polo,\" and a new Sign in/new customer section was added to the header region. Most user-visible content was collapsed and replaced with generic placeholders (LayoutTable blocks) instead of individual product cards, and the extensive refinements/filters UI was largely removed. You’ll also see a No results message with related searches and a streamlined set of bottom sections, plus simplified line-breaks and fewer explicit product links in the recommendations area."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool as my web automation agent. It seems straightforward since confirming the navigation is all that's required here. I don't need to involve any additional tools for this task. So, I'll go ahead and perform the tool call to get this done! Then I’ll ensure to respond with confirmation once the navigation is successful.",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/s?k=women%27s+golf+polo&s=price-asc-rank",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/s?k=women%27s+golf+polo&s=price-asc-rank')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=women%27s+golf+polo&s=price-asc-rank. Navigated from a generic results list into a refined, shopping-results view with added skip-to and sign-in related helpers. The accessibility tree now includes a dedicated keyboard shortcuts area and a more prominent “Results” and “Filters” in the skip-to list, plus a Sign in flow appears in a new area of the page. Content-wise, the after-state expands the product listing with extensive color options and product metadata (colors available groups, price, delivery, add to cart) across many items, and introduces a large, structured refinements panel (Popular Shopping Ideas, Free Shipping, Delivery Day, Gender, Customer Reviews, Color, Brands, etc.) with many interactive controls like filters, sliders, and See more buttons. A new pagination navigation section is added, and a complementary block for personalized recommendations is reduced to an empty placeholder. Small UI line-breaks were normalized to LineBreak elements, and several lines of long product content were reorganized into richer, labeled groupings for easier navigation."
}{
"explanation": "",
"performed_steps": [
{
"name": "In the left sidebar filters, find and click on \"M\" under the Size filter section",
"tools": [
"ClickTool(id='5730')"
]
}
],
"changes": "URL did not change. The user interface now indicates that the Amazon polo page has programmatically received focus. The only change is that the root web area for the page now includes focused=\"true\". Everything else remains the same, with the shortcuts menu still present and focusable, so the user-visible content and navigation structure are unchanged aside from the new focus state on the root area."
}{
"explanation": "**Instructing size filter action**\n\nI should click the \"M\" button in the Size filter on the left sidebar. From the ARIA tree, I see the \"Women's General Size\" group, and the button ID for \"M\" is 5723, but it's showing as not pressed. So, I need to click the element with ID 5723, using the ClickTool function. I’ll first confirm I identified the right element, then perform the tool call, and finally respond with confirmation. No need for anything parallel. Let's get started!",
"performed_steps": [
{
"name": "Find the Size filter section in the left sidebar and click the \"M\" link to filter by Medium size",
"tools": [
"ClickTool(id='5723')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=women%27s+golf+polo&rh=n%3A21513132011%2Cp_n_pt_nav_size_women_size%3A2475480011&s=price-asc-rank&dc&ds=v1%3AdRW8vtwEcKVyqMj%2FLDW3arHaivn54fSGAvVV0QVgNxc&qid=1773932498&rnid=2475476011&ref=sr_nr_p_n_pt_nav_size_women_size_4. A product page or listing view was updated to reflect a much larger, restructured set of color options and related purchase options. The changes introduce many new color variants, rename several color entries, and add new color/pattern counts (e.g., +17, +33, +39) across multiple items, along with occasional new “New on Amazon” sections. In addition, the filtering and categorization UI was significantly reworked: new groups like Color, Sleeve Type, Special Features, Activity Type, Lifestyle, and Care Instructions appear, with corresponding filter options and some added actions (e.g., See more). Several price values and delivery estimates were adjusted up or down, and some items now show extra controls such as Add to cart or See options, indicating a richer, more interactive product-listing experience."
}Error: Message: invalid element state: Element is not currently interactable and may not be manipulated (Session info: chrome=146.0.7680.80) Stacktrace: 0 chromedriver 0x00000001012f6a80 cxxbridge1$str$ptr + 3158700 1 chromedriver 0x00000001012eeb08 cxxbridge1$str$ptr + 3126068 2 chromedriver 0x0000000100dc3724 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 75036 3 chromedriver 0x0000000100dc9954 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 100172 4 chromedriver 0x0000000100dcbbd8 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 109008 5 chromedriver 0x0000000100dcbc90 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 109192 6 chromedriver 0x0000000100e04ea0 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 343192 7 chromedriver 0x0000000100e024cc _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332484 8 chromedriver 0x0000000100e4a2f0 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 626920 9 chromedriver 0x0000000100e00fc8 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 327104 10 chromedriver 0x00000001012b529c cxxbridge1$str$ptr + 2890440 11 chromedriver 0x00000001012b898c cxxbridge1$str$ptr + 2904504 12 chromedriver 0x000000010129a648 cxxbridge1$str$ptr + 2780788 13 chromedriver 0x00000001012b9210 cxxbridge1$str$ptr + 2906684 14 chromedriver 0x000000010128b04c cxxbridge1$str$ptr + 2717816 15 chromedriver 0x00000001012ddc78 cxxbridge1$str$ptr + 3056804 16 chromedriver 0x00000001012dddf4 cxxbridge1$str$ptr + 3057184 17 chromedriver 0x00000001012ee760 cxxbridge1$str$ptr + 3125132 18 libsystem_pthread.dylib 0x000000018e78fc08 _pthread_start + 136 19 libsystem_pthread.dylib 0x000000018e78aba8 thread_start + 8
{
"explanation": "**Navigating to URL**\n\nI'm preparing to navigate to the specified URL. I’ll use the tool for that, specifically the NavigateToUrlTool. It seems straightforward—just perform the navigation and confirm that it has loaded properly. There's no need to involve any other tools for this task. I'll keep my reasoning brief and go ahead with the tool call now!",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/s?k=women%27s+golf+polo&rh=n%3A21513132011%2Cp_n_pt_nav_size_women_size%3A2475480011%2Cp_36%3A5000-7500&s=price-asc-rank",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/s?k=women%27s+golf+polo&rh=n%3A21513132011%2Cp_n_pt_nav_size_women_size%3A2475480011%2Cp_36%3A5000-7500&s=price-asc-rank')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=women%27s+golf+polo&rh=n%3A21513132011%2Cp_n_pt_nav_size_women_size%3A2475480011%2Cp_36%3A5000-7500&s=price-asc-rank. The UI transition moved from a generic results/browse view to a rich product listing page with multiple filtering and category groups. The after diff adds a concrete set of product entries (titles, prices, delivery estimates, ratings, and Add to cart actions) and reorganizes content into filter groups like Color, Activity Type, Lifestyle, Collar Style, and Deals, replacing many of the prior placeholder or collapsed sections. In addition, the header area gained a Sign in link, and the results header text updated (e.g., changing counts like 10,000 results to a smaller, concrete number). A price-filter UI appears (sliders for min/max price, Reset), and numerous new color options and pattern entries populate the color and product lists."
}['Golf Diana Polo', '$50.00']
{
"explanation": "**Executing a click action**\n\nI'm thinking we should click either the price or the title of the item. I'll go ahead and click the title link, which is id 403. So, I need to use the ClickTool on that id. The element to click is the product item header. I expect that clicking the title will navigate us to more details. Now, let’s perform a single ClickTool action and respond with that!",
"performed_steps": [
{
"name": "Click on the first product \"Golf Diana Polo\" priced at $50.00 to open its product page",
"tools": [
"ClickTool(id='403')"
]
}
],
"changes": "URL changed to https://www.amazon.com/VIXII-Diana-Alpha-Regular-White/dp/B09ZSV4MPM/ref=sr_1_1?dib=eyJ2IjoiMSJ9.KmAZFReu5H8V_bIDk7s-Z8ygcAwO5S30XOQvI57-d-DNOGbEy9H1sri7zd88FaxjltP0y7MkZERIgprrU37jU1MVkogdLVPDvsaT_mzIak21bYiOSriEyci_4iVdoNyuqNcHaLn8_RZY62XxeKrtF28o8nkKuqyBglctYhXR1TxsPUGh6Z6CwZXBh6L5993JiRcGTsuGZoZfnsVsg2pZth1-8XQT-QZyooBM1oIq0OBrUFRF1X9fSDCcnCsjLvMNkGjlxrWlu7dZa8waszt1ogBtA6KfO6R1bvyEurPLrpg.mipjZZ150kfy3HpAq_ci2B1NUoIw-r5kKZ1UYTUxdhk&dib_tag=se&keywords=women%27s%2Bgolf%2Bpolo&qid=1773932620&refinements=p_n_pt_nav_size_women_size%3A2475480011%2Cp_36%3A5000-7500&sr=8-1&th=1&psc=1. Navigated from a generic product-list/search view to a dedicated product detail layout for the VIXII Golf Diana Polo. The page wrapper was renamed to reflect the specific item, and the shortcuts/navigation moved from “Results” and “Filters” to item-specific actions like “About this item,” “Buying options,” “Videos,” and “Reviews.” Key content updates include a full product gallery with images, a new product details block (including materials, care, origin, and sizing options), and interactive purchase controls (quantity, Add to cart, Buy Now). The page also introduces a Product Videos section, a Customer Reviews area with a summary and a link to work through ratings, plus seller/shipping details and supporting links like “Visit the VIXII Store.”"
}{
"explanation": "**Executing item selection**\n\nAlright, I need to ensure that size M is selected first, which it already is since I saw that the Medium radio button is marked as checked. Next, I notice there's an \"Add to List\" button I should click, identified by id 1341. There's also an \"Add to Cart\" button, but since the requirement is to save the item with \"Add to List,\" that’s the action I’m taking. I think I’ll proceed to click that button now! **Clarifying Add to List action**\n\nI’m looking at the \"Add to List\" element, which is actually a link within a LayoutTable, identified by id 1341. The button id looks like 1336, but I'll focus on clicking id 1341 since that's the link I need to interact with. The instruction is clear: I should simply click this element without using a parallel approach. I'll make the click call for id 1341, and then consider confirming afterward if needed. Time to produce that tool call!",
"performed_steps": [
{
"name": "Select size M from the size options if not already selected, then click \"Save\" or \"Add to List\" to save the item. If there's no save button, click \"Add to Cart\"",
"tools": [
"ClickTool(id='1341')"
]
}
],
"changes": "URL changed to https://www.amazon.com/ap/signin?openid.return_to=https%3A%2F%2Fwww.amazon.com%2Fgp%2Faw%2Fd%2FB09ZSV4MPM&openid.identity=http%3A%2F%2Fspecs.openid.net%2Fauth%2F2.0%2Fidentifier_select&openid.assoc_handle=usflex&openid.mode=checkid_setup&openid.claimed_id=http%3A%2F%2Fspecs.openid.net%2Fauth%2F2.0%2Fidentifier_select&openid.ns=http%3A%2F%2Fspecs.openid.net%2Fauth%2F2.0&. The interface switched from a product-detail experience to a sign-in flow for Amazon. The long product page chrome (navigation menus, categories, product sections, and a rich product gallery) was removed in favor of a focused sign-in layout. Key visible changes include a heading that prompts users to “Sign in or create account,” a textbox labeled Enter mobile number or email, and a primary action button (Continue/Submit) for continuing the sign-in flow. The bottom area gained essential footer links (Conditions of Use, Privacy Notice, Help) and a brief business-account prompt, replacing the previous product-specific content and shopping options."
}{
"explanation": "**Navigating back in UI**\n\nI need to navigate back to the previous page. First, I should identify an element to click, or just use a browser command if needed. I notice there's no back button in the ARIA tree; still, I could press the browser back key. There's the PressKeyTool, so I could simulate pressing 'Backspace' or 'Alt+Left'. However, using the NavigateBackTool seems like a safer option since it's designed specifically for this purpose. I'll proceed with that tool now!",
"performed_steps": [
{
"name": "Navigate back to the previous page",
"tools": [
"NavigateBackTool()"
]
}
],
"changes": "URL changed to https://www.amazon.com/VIXII-Diana-Alpha-Regular-White/dp/B09ZSV4MPM/ref=sr_1_1?dib=eyJ2IjoiMSJ9.KmAZFReu5H8V_bIDk7s-Z8ygcAwO5S30XOQvI57-d-DNOGbEy9H1sri7zd88FaxjltP0y7MkZERIgprrU37jU1MVkogdLVPDvsaT_mzIak21bYiOSriEyci_4iVdoNyuqNcHaLn8_RZY62XxeKrtF28o8nkKuqyBglctYhXR1TxsPUGh6Z6CwZXBh6L5993JiRcGTsuGZoZfnsVsg2pZth1-8XQT-QZyooBM1oIq0OBrUFRF1X9fSDCcnCsjLvMNkGjlxrWlu7dZa8waszt1ogBtA6KfO6R1bvyEurPLrpg.mipjZZ150kfy3HpAq_ci2B1NUoIw-r5kKZ1UYTUxdhk&dib_tag=se&keywords=women%27s%2Bgolf%2Bpolo&qid=1773932620&refinements=p_n_pt_nav_size_women_size%3A2475480011%2Cp_36%3A5000-7500&sr=8-1&th=1&psc=1. User moved from a sign-in screen to a detailed product listing page for a VIXII golf polo in Amazon Men’s Clothing. The UI now exposes a full product-detail experience with image gallery, pricing, color/size options, add-to-cart and buy-now actions, and extensive product information and reviews sections. Additionally, the page introduces broad accessibility and navigation enhancements: a “Skip to” shortcuts menu, a comprehensive keyboard shortcuts menu, a primary banner with search and account/language controls, and a richer footer with numerous categorized links. The old sign-in focused content was replaced with a complete shopping flow, including related navigation (navigate within the product detail page, back to top, and widget jumps) and expanded content such as product details, videos, and related sections."
}{
"explanation": "**Executing add to cart action**\n\nI need to click the \"Add to cart\" button. I've identified the element with id=\"1222\" that contains this button text in the ARIA tree. There's also a list item with keyboard shortcuts related to adding the item, but that’s not what we want. The visible button I'm going for is the one with id 1222. I’ll instruct to click that element using functions.ClickTool with id 1222. No need for parallel calls here; I’m ready to proceed!",
"performed_steps": [
{
"name": "Click the \"Add to Cart\" button",
"tools": [
"ClickTool(id='1222')"
]
}
],
"changes": "URL changed to https://www.amazon.com/cart/smart-wagon?newItems=46d5ee58-ee3c-4ae2-8a15-0d85eb46d442,1&ref_=sw_refresh. The UI shifted from a product detail/search view to the shopping cart state. The top navigation and shortcuts were pared down, removing items like About this item, Buying options, Videos, and Reviews, and the cart count updated from a prior state to show “1 item in cart.” The cart experience is much more explicit: a subtotal panel appears with a prominent Proceed to checkout button, a new “Added to cart” banner, and a small item summary showing size and color for the added product. A new complementary area invites sign-in for personalized recommendations, and Go to Cart links were introduced within the cart flow, while the extensive product-detail content was largely removed."
}






Chrome driver started successfully (driver_id: python-1772261901) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to use the NavigateToUrlTool to get to the specified URL. It seems straightforward—I just have to provide the URL and then confirm that I've done it. No extra steps needed, just keeping it simple with the tool. I want to make sure I’m following directions properly, so I’ll stick to the task and focus on that direct confirmation afterward. Keeping things efficient is key here!",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. The UI now presents the full Amazon homepage accessibility tree, adding comprehensive navigation and content sections. A new shortcuts menu with skip-to and keyboard shortcut links, plus a primary banner containing language, account, search, and category controls, were introduced to help keyboard and screen-reader users. Content was expanded into multiple rich sections: a featured content carousel, curated categories (curated looks, devices, best sellers across departments), and an extensive footer with help, payments, and company links. The page includes numerous interactive items (links, buttons, combo boxes) labeled for navigation, product grids with images, and new “Back to top” and recent-view complements to improve flow and context for assistive tech."
}{
"explanation": "**Executing search actions**\n\nI need to search for a string in the search bar. To do this, I'll use the tool to type into the search box. I found that the search box has an ID of 141 with the name \"Search Amazon.\" So, I'll use TypeTool with that ID to input \"gaming desktop Windows 11 Home 1TB.\" After typing, I might need to press Enter or click the Go button, which is ID 148. Since I need to type first, I’ll perform these actions sequentially.",
"performed_steps": [
{
"name": "Search for \"gaming desktop Windows 11 Home 1TB\" in the search bar",
"tools": [
"TypeTool(id='141', text='gaming desktop Windows 11 Home 1TB')"
]
}
],
"changes": "URL did not change. The interface now marks the main Amazon search field as focused, and explicitly retains focus state on the root area. The search box also gains a dedicated control container for autocomplete results and is preloaded with a sample query, plus an inline list of five suggested completions in a results dialog. Additionally, a suggestions dialog appears under the search box showing multiple “gaming desktop Windows 11 Home 1TB …” variants as clickable options, with a polite status message summarizing the additions. A previously present Unmute action in the video area is removed, and one link’s label changes to a more specific Easter gifts for kids message."
}{
"explanation": "**Simulating key press action**\n\nI need to press Enter to submit a search query. To do this, I'll simulate pressing the Enter key in the search box, which has an ID of 141 and contains the text \"gaming desktop Windows 11 Home 1TB.\" The action requires sending an Enter key event to this focused input. I'll use the PressKeyTool to send the key \"Enter.\" There’s no need for multi_tool_use, so I'll perform a single call and then confirm the action.",
"performed_steps": [
{
"name": "Press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=gaming+desktop+Windows+11+Home+1TB&crid=27T8ZETQF8DMA&sprefix=gaming+desktop+windows+11+home+1tb%2Caps%2C182&ref=nb_sb_noss_1. Navigation changed from the generic Amazon homepage to a product listing page for a specific gaming desktop. The after diff renames the main region to a product-specific title and introduces a prominent search and shortcuts area, including a new Filters link in the skip-to menu. Content and filtering expanded massively: a new “1-16 of over 2,000 results for ...\" header appears, a Sort by combobox is added, and the previous minimal listing area is replaced with a long, richly structured results grid featuring product cards, ratings, price lines, and numerous filter groups (RAM Size, Hard Drive Type, CPU Manufacturer, Operating System, Display Max Resolution, Storage Capacity, Wireless Standard, and more). A dedicated dialog placeholder was added, and a secondary, likely auxiliary root region appears at the end, hinting at an additional empty UI node."
}{
"explanation": "**Clicking on filter element**\n\nI need to click on \"Windows 11 Home\" under the Operating System filter in the sidebar. First, I identify the element labeled Windows 11 Home, which is found in the ARIA tree under the Operating System group. It has the ID 2664 and contains a link with the ID 2665. So, I'll use the functions.ClickTool with ID 2665 to click that element. After clicking, I’ll confirm that I’ve done it. Let’s go ahead and perform this action!",
"performed_steps": [
{
"name": "Click on \"Windows 11 Home\" filter under the Operating System section in the left sidebar",
"tools": [
"ClickTool(id='2665')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=gaming+desktop+Windows+11+Home+1TB&rh=p_n_g-1004198069091%3A23724790011&dc&crid=27T8ZETQF8DMA&qid=1772261947&rnid=562215011&sprefix=gaming+desktop+windows+11+home+1tb%2Caps%2C182&ref=sr_nr_p_n_g-1004198069091_1&ds=v1%3ApYEA8%2Fu6E0QQbF4iASzroPS9r1k74HqputvOpOc5fqU. The diff shows a shift from a generic search results view to a more feature-rich, filter-heavy listing page. The page title of the Amazon search area is updated and marked as focused, and the results heading/count was changed (from “over 2,000 results” to “942 results”), indicating a refined or adjusted product set. On the content side, a broad set of filters and meta groups was added or expanded (Operating System, Hard Drive Size, Screen Size, Top Brands, Graphics Type, CPU Socket, USB Ports, Video Output Interface, Wireless Standards, Display Resolution, etc.), with many new filter options and “See more” controls. Product entries themselves were extensively altered: some product headings, ratings, price blocks, and offers were updated, several exact product lines renamed, and several “Add to cart” and price details reworked. Finally, a new complementary section appears offering personalized recommendations with sign-in prompts, replacing the prior static item layout."
}{
"explanation": "",
"performed_steps": [
{
"name": "Click on \"1 TB\" filter under the Hard Drive Size or Storage Capacity section in the left sidebar",
"tools": [
"ClickTool(id='2618')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=gaming+desktop+Windows+11+Home+1TB&rh=p_n_g-1004198069091%3A23724790011%2Cp_n_g-1004209391091%3A5446812011&dc&crid=27T8ZETQF8DMA&qid=1772261972&rnid=562234011&sprefix=gaming+desktop+windows+11+home+1tb%2Caps%2C182&ref=sr_nr_p_n_g-1004209391091_5&ds=v1%3ABvf6djtZ4D%2BtpYWti8h6oTOnIsMfwD55eXWwq0DvzRQ. The user was taken to a refreshed Amazon search results page for a gaming desktop, with the page title updated to include an extra 1 TB descriptor. The results count also changed from 942 items to 636 items, indicating a different or filtered result set, and the overall listing content was heavily updated. Content and filter changes are substantial: many product entries were replaced with new listings (e.g., STGAubron, iBUYPOWER, ASUS, etc.), with updated titles, ratings, prices, and offer details. The filter panel gained numerous new groups (Graphics Card Interface, Special Features, Connectivity, RAM Technology, Memory Capacity, Display Type, Input, USB Ports, Display Maximum Resolution, Video Output Ports, etc.), while some older groups were removed (e.g., SSHD, certain legacy RAM/drive filters, Sustainability features). Price controls were adjusted (minimum/maximum price ranges and displayed values), and several filter labels were rewritten to show actions like “Remove 1 TB filter to expand results” instead of applying filters. In short, the page shifted to a broader, more granular filter set and a refreshed set of product cards with updated attributes."
}['Dell Tower Desktop ECT1250 - Intel Core Ultra 7-265 Processor, UHD Graphics, 32GB Memory, 1TB M.2 SSD, 3.0 SD Card Reader, Wired Keyboard and Mouse, Windows 11 Home, Basic Onsite Service | $559.99 | Processor Type: Intel Core Ultra 7-265; Disk Size: 1 TB; RAM: 32 GB', 'STGAubron Gaming PC Desktop Computer, Intel Core i5 up to 3.6G, Radeon RX 590 8G, 16GB RAM, 1TB SSD, WiFi 6, BT 5.0, RGB Fan x3, Windows 11 Home | $559.99 | Processor Type: Core i5 up to 3.6G; Disk Size: 1 TB; RAM: 16 GB', 'STGAubron Gaming PC Desktop Computer, Intel 10th Gen G5905 3.5G, Radeon RX 580 16G, 16GB DDR4, 1TB SSD, WiFi 6, BT 5.0, RGB Fan x5, Windows 11 Home, White | $520.44 | Processor Type: 10th Gen G5905; Disk Size: 1 TB; RAM: 16 GB']
Driver python-1772261901 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772261901 Token usage statistics: - Total: 162681 tokens (160456 input, 2225 output) - Cached: 0 tokens (0 input, 0 output)







Chrome driver started successfully (driver_id: python-1772262045) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. The page has been populated from a minimal root to a full Amazon homepage structure, revealing a comprehensive accessibility tree with navigation and main content. The UI now exposes a shortcuts menu, skip-to links, and a long list of keyboard shortcuts for quick navigation, plus a primary banner with the logo, location, language/account controls, and a large search area with a drop-down of departments. Content changes group into large content blocks: a featured carousel with slide navigation and a video region with Play/Unmute controls, a richly labeled main area with multiple sections of product carousels and category links (e.g., Curated vacation looks, Best Sellers in various departments, Shopbop, and grocery/beauty features), and a footer-like complement with \"Your recently viewed items\" and navigational lists. Overall, the visible surface now includes extensive interactive elements (buttons, links, menus, and carousels) and a fully detailed footer/navigation structure for accessibility."
}{
"explanation": "**Exploring search actions**\n\nI need to begin by searching for \"climbing gear\" in the search bar. The search input is identified as id 141, so I’ll use the TypeTool to enter that text. Now, should I press Enter to search directly, or click the Go button with id 148? The instructions specify using the search bar, so I'll likely do both: type in the text and then either press Enter or click the Go button to execute the search. **Executing search actions**\n\nI’m planning to type \"climbing gear\" into the search input with id 141 and then click the Go button with id 148. Since I have the ClickTool available to interact with elements by their id, I need to make two distinct tool calls. While parallel execution is an option for independent actions, typing and clicking should be done sequentially. So, I’ll start with TypeTool for id 141 and then follow up with ClickTool for id 148.",
"performed_steps": [
{
"name": "Search for \"climbing gear\" using the search bar",
"tools": [
"TypeTool(id='141', text='climbing gear')"
]
}
],
"changes": "URL did not change. User began interacting with the search on the Amazon page and the UI updated to reflect an active search state. The search box was given focus and now includes a reference to an autocomplete results container, plus a live-suggestion area showing a list of “climbing gear” related terms (several explicit suggestions). In addition, a suggestion dialog appeared containing a grid of 10 climbing-gear suggestions with a polite status message describing the additions. A link label around a video region was changed to a longer Easter-themed text, and an unrelated Unmute control was removed from the video section."
}{
"explanation": "",
"performed_steps": [
{
"name": "Press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=climbing+gear&crid=C76C80OQ13XZ&sprefix=climbing+gear%2Caps%2C174&ref=nb_sb_noss_1. Navigated from a broad Amazon home area to a focused climbing gear search results page. The after diff introduces a much richer, filterable results view with a sorted header, a large list of climbing gear items (each with title, price, rating, and Add to cart action), and an expanded help/assistance structure. Key content changes include: a clearer search area and sort-by control, a long list of product items with standardized interactive controls (Add to cart, price, ratings), and multiple new grouping panels such as Popular Shopping Ideas, Related searches, Brands, and a more expansive Department/Filters structure. Accessibility refinements add a11y-friendly summaries and navigation aids (Need help?, Skip to main search results, and refined paging), and a new dialog placeholder appears under navigation. Overall, the UI shifts from a broad homepage to a content-rich, filterable product listing with expanded assistive content."
}{
"explanation": "**Sorting results**\n\nI need to sort the results by \"Price: High to Low.\" First, I’ll identify the combobox with ID 356 marked \"Sort by\" and the MenuListPopup ID 357 with options ranging from 359 to 363. I want to select option 361, which corresponds to \"Price: High to Low\" and is currently set to selected=\"False.\" \n\nThe steps involve clicking the combobox first to open it, and then clicking on option 361. I should probably call the ClickTool function twice in order to get this done efficiently. Let's proceed!",
"performed_steps": [
{
"name": "Sort the results by \"Price: High to Low\" using the sort dropdown",
"tools": [
"ClickTool(id='356')"
]
}
],
"changes": "URL did not change. Navigated from a dense Amazon header and search/navigation chrome to a simplified, focused sorting UI. The after state strips almost all of the previous header/navigation content (shortcuts, language/account menus, category menus, and extensive banners) in favor of a minimal, modal workspace. The most important user-visible changes are the addition of a dialog container and a vertical sort-by listbox. The dialog is present but non-modal in behavior, and the sort options (Featured, Price: Low to High, Price: High to Low, Avg. Customer Review, Newest Arrivals, Best Sellers) are exposed as a focusable list of options with the first item pre-selected."
}{
"explanation": "**Sorting by price**\n\nI need to click on the \"Price: High to Low\" option. I'll use the ARIA tree for the listbox with id 3822 where the options are found. The specific option I want is \"Price: High to Low,\" which has the id 3829. I’ll use the ClickTool function on that id. Before that, I should confirm that the sort dropdown is indeed the listbox, and the option is selectable. I don’t need multi_tool_use, so I’ll execute this straightforwardly.",
"performed_steps": [
{
"name": "Click on \"Price: High to Low\" option in the sort dropdown",
"tools": [
"ClickTool(id='3829')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=climbing+gear&s=price-desc-rank&crid=C76C80OQ13XZ&qid=1772262095&sprefix=climbing+gear%2Caps%2C174&ref=sr_st_price-desc-rank&ds=v1%3AkLrWIKcViimBQW8fS3NbkkBHWgniWw2e6108GCJsmNE. The page was updated from a bare climbing gear listing to a full-featured search and navigation hub for Amazon. The root area name was normalized, and a new top-level shortcuts/navigation system was introduced, including skip links, keyboard shortcuts, and a “Move between items” guidance, plus a primary header with language, account, and category menus. Content-wise, the page now shows a comprehensive search experience with a sort-by dropdown, a large grid of product results (each with Add to cart actions and price lines), and extensive pagination and related-search/related-brands sections. Additional UI blocks were added for filters (price ranges, deals, brands, conditions, seller, and department trees), “Need help?” and “Related searches,” and a personalized recommendations area. In short, the diff expands a simple list into a full, interactive shopping results interface with rich navigation, filtering, and product actions."
}['Non-Slip Stainless Steel Tree Climbing Spikes for Electricians | Durable Outdoor Sports Gear for Tree Care & Climbing Adventures$1,094.92', 'Adjustable Stainless Steel Tree Climbing Spikes with Anti-Slip Pedals - Essential Climbing Gear for Hunting, Fruit Picking, and Tree Observation (Model 400)$713.98', 'Camping Tent, Cabin Shelter, Multi-Room Family, Windproof Outdoor Equipment, Portable Gear for Backpacking Hiking Beach Picnic Travel Trekking Trail Mountain Climbing Adventure$594.49']
Driver python-1772262045 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772262045 Token usage statistics: - Total: 129916 tokens (128358 input, 1558 output) - Cached: 0 tokens (0 input, 0 output)





















Chrome driver started successfully (driver_id: python-1773508597) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. A lot more content was added to reveal a full site chrome and main feed. The diff expands from a generic root to a fully labeled Amazon home with shortcuts, a primary banner/navigation, a comprehensive search area, language/country selectors, and account/cart affordances, plus an extensive mega-menu of departments. Key user-visible changes include a skip-to menu for accessibility, a detailed keyboard-shortcuts list, a full primary navigation banner with a search box and language/account controls, and a large main area featuring multiple carousel-like sections and numerous category blocks (elevated jewelry, neutrals, spring bags, best sellers across departments). The footer grows to present standard help links and policy items, while the overall structure now includes a complete complementary region for \"Your recently viewed items...\" and a persistent back-to-top affordance."
}{
"explanation": "**Searching for Nintendo Switch Lite**\n\nI need to perform a search for \"Nintendo Switch Lite used.\" It looks like the search box element is_id 133, which is accessible in the ARIA tree. There’s a structure indicating it is editable and focusable. I should type \"Nintendo Switch Lite used\" into that input field. The instruction seems straightforward, so just typing should suffice. Pressing Enter or the Go button might be options, but typing in the search box looks good for now! **Submitting the Search**\n\nI’m planning to use the TypeTool on the search box with id 133 to input \"Nintendo Switch Lite used.\" After that, I might press the Enter key to submit the search. There's also a Go button with id 140 that could be used, but I think pressing Enter should work just fine. So, I'll execute two actions: first typing the text and then executing the PressKeyTool for Enter. I’ll do them in sequence!",
"performed_steps": [
{
"name": "Search for \"Nintendo Switch Lite used\" in the search box",
"tools": [
"TypeTool(id='133', text='Nintendo Switch Lite used')"
]
}
],
"changes": "URL did not change. The interface now shows an active autocomplete interaction in the Search Amazon field. The searchbox is marked as focused and wired to a dedicated results container, and it now contains an example suggestion “Nintendo Switch Lite used.” A modal-like dialog with a grid of 11 suggestion rows appears, each row presenting a clickable item (mostly “nintendo switch lite used …”) and ending with a shop link; a polite-status element summarizes the additions. Additionally, several link labels in a long list were updated (e.g., “Easter is April 5 Shop deals under $15” to “Now on Amazon New MacBook starting at $599”), and line breaks inside links were replaced with inline text representations for line breaks."
}{
"explanation": "",
"performed_steps": [
{
"name": "Press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=Nintendo+Switch+Lite+used&crid=F1CZ5U0SP1QW&sprefix=nintendo+switch+lite+used%2Caps%2C187&ref=nb_sb_noss_1. The page now appears to show a Nintendo Switch Lite used search/results experience instead of the generic Amazon landing. The skip-to shortcuts expanded with new entries (Results and Filters) to speed keyboard navigation, and the main search area was adjusted to reflect a results context with a Sort by combobox. Content-wise, the after-state adds a substantial results listing (with product blocks, pricing, ratings, and add-to-cart actions), plus pagination and a More results section. It also introduces new filtering/grouping UI (Popular Shopping Ideas, Free Shipping, Delivery Day, Color, Brands, Seller, Premium Brands) and price sliders, while several large product-carousel/gallery sections from before appear simplified or removed. A minimal extra dialog node and a final empty RootWebArea are also added."
}{
"explanation": "**Responding about filters**\n\nI think we should inform the user with an update, saying, \"Condition filter not present in left sidebar.\" If it were available, we might want to click, but since it’s not, I don’t think we should. It's best to keep it straightforward and provide a brief note to clarify the situation. No need for any tool calls here; we can just get the message across simply.",
"performed_steps": [
{
"name": "Look for a \"Condition\" filter in the left sidebar and click on \"Used\" condition filter if available",
"tools": []
}
],
"changes": "URL did not change. The UI changes mostly adjust how breaks and the “Add to cart” blocks are represented, with a shift toward inline text handling and slightly restructured controls. In many places, plain LineBreak elements were replaced with a LineBreak that contains an InlineTextBox, effectively wrapping the line break content rather than using the break alone. Additionally, several “Add to cart” button blocks were wrapped in an extra generic container, changing the button’s parent structure. A few product-list snippets also gained small text tweaks (e.g., adding a connecting word like “on” and introducing additional copy such as “More Buying Choices”), but the primary visible impact is the new inline break handling and the deeper nesting around the Add to cart control."
}{
"explanation": "**Deciding on scrolling methods**\n\nI'm figuring out which tool to use for scrolling. The tool asks for an element ID, but I'm not entirely sure about using the generic ID 2700. Another option is using NavigateToUrlTool, but it doesn't seem helpful for this case. I could use ExecuteJavascriptTool to scroll the window without an element ID. The simplest approach would be to execute the script \"window.scrollBy({top: 800, behavior: 'smooth'});\" since that should work nicely! Let's go with that.",
"performed_steps": [
{
"name": "Scroll down to see the left sidebar filters including any \"New & Used\" or \"Condition\" filter options",
"tools": [
"ExecuteJavascriptTool(script='window.scrollBy({top: 800, left: 0, behavior: 'smooth'});')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}['Renewed', 'Refurbished', 'Like New', 'With Games', 'See more', 'Free Shipping by Amazon', 'Get It by Tomorrow', 'Price', 'All Discounts', 'Customer Reviews', 'Nintendo', 'Tek Star (SN Recorded)', 'Amazing Holiday Express (S/N Recorded)', 'Premium Brands', 'Color', 'Black', 'White', 'Blue', 'Green', 'Grey', 'Multi', 'Pink', 'Red']
['Nintendo Switch Lite - Blue - $186.77', 'Nintendo Switch Lite Hand-Held Gaming Console - Gray (HDH-001) (Renewed) - $178.00', 'Nintendo Switch Lite - Turquoise - $219.00', 'Nintendo Switch Lite - Coral - Switch - $210.06', "NEW'C 3 Pack Designed for Nintendo Switch lite Screen Protector Tempered Glass, Case Friendly Anti Scratch Bubble Free Ultra Resistant - $7.98", 'Nintendo Switch Lite Gray - $214.99', 'Switch Lite - Gray - $179.99', 'Nintendo Switch Lite Console – (Japanese Version) | Handheld Gaming System | Compact & Lightweight | Region-Free | Built-in Controls | Great for Travel & Kids | Japanese Packaging (Turquiose) - $199.99', 'Nintendo Switch Lite - Yellow - $224.99', 'Nintendo Switch Lite Hand-Held Gaming Console - Gray, Renewed - $189.00', 'Nintendo Switch - Switch Lite - Turquoise (Renewed) - $259.99']
{
"explanation": "**Clicking product link**\n\nI need to click on the first product listing for the \"Nintendo Switch Lite - Blue\" in the results. To do this, I should find the first occurrence in the results list with that title. In the ARIA tree, I see that within the first list item, there's a link with the ID 416 for the Nintendo Switch Lite. I'll use functions.ClickTool to click on that element. Alright, let's proceed!",
"performed_steps": [
{
"name": "Click on the first \"Nintendo Switch Lite - Blue\" product listing",
"tools": [
"ClickTool(id='416')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "**Navigating to product page**\n\nI need to click on the link for the \"Nintendo Switch Lite - Blue\" to access the product page. I'm checking the ARIA tree for the right element ID, which corresponds to that link. In the tree, I see the section with ID \"407,\" and within it is the heading for the Nintendo Switch Lite. I'll be clicking on the element with ID \"416.\" My next step is to use the ClickTool function for that ID, and there's no need for parallel actions. Let's get going!",
"performed_steps": [
{
"name": "Click on the Nintendo Switch Lite Blue product title link to open the product page",
"tools": [
"ClickTool(id='416')"
]
}
],
"changes": "URL changed to https://www.amazon.com/Nintendo-Switch-Lite-Blue/dp/B092VT1JGD/ref=sr_1_1_mod_primary_new?crid=F1CZ5U0SP1QW&dib=eyJ2IjoiMSJ9._-PNRr4_o--Et9LQNVIWzSXI1jSl4B3Hvtj4oNtED3u0hitq9ZHzeG3psIBOrRGBGYFARZvVnxnGGmcZP4czsuMwumIV7o12co_wazDZTDIBLj9myCA-hOsbFkQ6q5npsq-B7aaRW5bJqU9-S2VzxOWaHX-Y1H1oxbmJNpfHAvHMy4GzBSfX-4nOQ5Pas0Vtx-JdnZoAzDG5exp165gWlI_rxKv8FxmHlu1BsjCQ0aY.zfU1sO6HJ6MRT0ciO2ecnzhArwS-Lb1WYzcq9UMG_0w&dib_tag=se&keywords=Nintendo%2BSwitch%2BLite%2Bused&qid=1773508646&sbo=RZvfv%2F%2FHxDF%2BO5021pAnSA%3D%3D&sprefix=nintendo%2Bswitch%2Blite%2Bused%2Caps%2C187&sr=8-1&th=1. The user navigated from a search/view of Nintendo Switch Lite to a specific product detail page for the Blue model. The after-state replaces the generic search results scaffold with a full product page layout, including a prominent product header and a newly expanded navigation area for item-specific sections. Key content changes include: a new “About this item” section with bullet-like details, a expanded product information area (dimensions, weight, ASIN, manufacturer, etc.), and a comprehensive reviews area with top reviews, photos, and country-specific sections. The page also introduces video content and a richer buying options area (price, stock, quantity, add-to-cart, and related offers), plus multiple carousels and featured content blocks to support deeper product exploration."
}{
"explanation": "**Executing click action**\n\nI need to click on the \"Used/Buy used/Other Sellers\" link from the product page. I see there's an entry in the ARIA tree that says \"Other sellers on Amazon\" and a button showing \"New & Used (53) from $174.97.\" So I'll focus on that button, which has the ID \"825.\" I’ll use functions.ClickTool to perform the action and then confirm once it’s done. No need for multiple tools here; just keeping it simple!",
"performed_steps": [
{
"name": "Find and click on \"Used\" or \"Buy used\" or \"Other Sellers\" link on this product page to see used condition options",
"tools": [
"ClickTool(id='825')"
]
}
],
"changes": "URL did not change. A page navigation or state change occurred where product/review content now renders line breaks using an inline text box instead of a plain line break. Across many sections (product lines, review bodies, and lists), the diff shows LineBreak elements with a newline name being replaced by a LineBreak with an empty name that contains an InlineTextBox holding the newline. In addition to line-break refactoring, a few spots wrap existing elements (like a link) inside an extra generic container or reorganize label-content groupings (notably for protection plan options). The most noticeable, user-visible impact is that line breaks in long blocks of text or quotes will be represented via an InlineTextBox inside the LineBreak, presumably to improve accessibility or text handling for screen readers."
}{
"explanation": "**Executing button click**\n\nI need to click on the \"New & Used\" link or button to view buying options from other sellers. In the ARIA tree, I found a button with id=\"950,\" containing the text \"New & Used (53) from $174.97 & FREE Shipping.\" First, I'll identify this element with id 950. After confirming the details, I’ll perform the click using the ClickTool. I'm ready to proceed with this single tool call!",
"performed_steps": [
{
"name": "Click the \"New & Used\" link or button that shows buying options from other sellers",
"tools": [
"ClickTool(id='950')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}https://www.amazon.com/Nintendo-Switch-Lite-Blue/dp/B092VT1JGD/ref=sr_1_1_mod_primary_new?crid=F1CZ5U0SP1QW&dib=eyJ2IjoiMSJ9._-PNRr4_o--Et9LQNVIWzSXI1jSl4B3Hvtj4oNtED3u0hitq9ZHzeG3psIBOrRGBGYFARZvVnxnGGmcZP4czsuMwumIV7o12co_wazDZTDIBLj9myCA-hOsbFkQ6q5npsq-B7aaRW5bJqU9-S2VzxOWaHX-Y1H1oxbmJNpfHAvHMy4GzBSfX-4nOQ5Pas0Vtx-JdnZoAzDG5exp165gWlI_rxKv8FxmHlu1BsjCQ0aY.zfU1sO6HJ6MRT0ciO2ecnzhArwS-Lb1WYzcq9UMG_0w&dib_tag=se&keywords=Nintendo%2BSwitch%2BLite%2Bused&qid=1773508646&sbo=RZvfv%2F%2FHxDF%2BO5021pAnSA%3D%3D&sprefix=nintendo%2Bswitch%2Blite%2Bused%2Caps%2C187&sr=8-1&th=1
{
"explanation": "**Navigating to URL**\n\nI need to navigate to the specified URL, so I'll use the NavigateToUrlTool for that. After the navigation, I should confirm that the page has loaded properly. The ARIA tree is quite verbose, but I think it’s best just to focus on performing the navigation. So, I’ll call functions.NavigateToUrlTool with the URL provided, and then I’ll respond with a confirmation that everything has gone smoothly. Let's get this done!",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/gp/offer-listing/B092VT1JGD/?condition=used",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/gp/offer-listing/B092VT1JGD/?condition=used')"
]
}
],
"changes": "URL changed to https://www.amazon.com/dp/B092VT1JGD/ref=olp-opf-redir?aod=1&condition=used&th=1. A modal dialog titled \"All Offers Display\" replaced the previous main offers area, effectively overlaying the product page. The content inside shifts from a long, detailed offers/navigation structure to a focused product header and a new \"Other recommended products\" carousel with slide items. Key interactive content now centers on a few primary actions: each offer item shows an Add to cart control, and there are New navigation aids like a Next page button within the carousel. The overall product detail has been condensed into a few highlighted tabs (e.g., a couple of revised price/ratings lines) while a close control is provided for the dialog."
}['New', 'Used - Acceptable', 'Used - Very Good']
{
"explanation": "**Navigating to URL**\n\nI need to navigate to the given URL using the web navigation tool, specifically the NavigateToUrlTool. I’ll keep it simple and minimal, just confirming the steps needed. There’s an ARIA tree provided, but it seems unnecessary for our task. I’ll call the tool directly, and then respond with a confirmation after that. There’s no need for multiple tools, so I’ll focus on this one action and get it done.",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/gp/offer-listing/B092VT1JGD/?condition=used_good",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/gp/offer-listing/B092VT1JGD/?condition=used_good')"
]
}
],
"changes": "URL changed to https://www.amazon.com/dp/B092VT1JGD/ref=olp-opf-redir?aod=1&condition=used_good&th=1. - The page structure was slightly re-wrapped around some interactive elements, but the overall navigation remains the same. A few controls are now wrapped in extra generic containers (notably the Filter button and the “See 50 more options on Amazon” button). - For the seller rating blocks, the empty line-break handling was simplified: the inline text box previously paired with an empty line break is removed, and the line break now carries a visible name attribute (name=\" \"). The same pattern appears in the “Didn’t find what you were looking for?” area, where the empty inline break is replaced by a LineBreak with a newline name, streamlining accessibility text."
}['Used - Acceptable; $174.97; Gamer Girlz Online', 'Used - Very Good; $170.00; Pro apple stotre']
{
"explanation": "**Clarifying filter use**\n\nI’m trying to determine if we should click on the \"Filter\" button with ID 103. The instructions say to click \"Used - Good\" if it’s available, but if not, I'll have to look for it in the condition filters. Since I can’t see it, my first step is to click the \"Filter\" button to bring up options. After that, I’ll look for \"Used - Good\" in the available conditions since I can’t scroll or open extra features; I can only click elements by ID. **Determining filter actions**\n\nI’ll start by attempting to click on the \"Used - Good\" element if it exists. Since it doesn’t show up, I’ll need to click the \"Filter\" button to open the filter panel. The next step involves finding the \"Used - Good\" option within the filters. I need to perform two actions: first, click the Filter button with ID 103, and then select the \"Used - Good\" option in the filters. However, I’m unsure of the exact ID for \"Used - Good,\" so I may need to click the first option that appears instead. **Planning filter interactions**\n\nTo start, I’ll attempt to click on an element named \"Used - Good,\" but since I don’t have its ID, I need to proceed by first clicking the Filter button. Once I do that, I'll follow the steps indicated in the instructions. It looks like I should perform a single tool call for each step, and since I’m unable to act in parallel here, I’ll take a sequential approach. So, my first action will be to click the Filter button with ID 103. **Continuing filter navigation**\n\nAs the next step, I could attempt to click on the \"Used - Good\" element in the next view, but I don't have its ID. I notice that \"Used - Acceptable\" and \"Used - Very Good\" exist, but not \"Used - Good,\" so I should halt after opening the filter. The user wants me to complete the step, though. I’ll communicate that \"Used - Good\" isn't visible and that I opened the Filter menu. Now, I’ll click the Filter button with ID 103 to reveal more options. **Reporting filter status**\n\nI’m ready to report that I couldn’t find the \"Used - Good\" option. I should ask if the user wants me to continue looking for it in the condition filters if it appears. It’s good to clarify next steps here. I’ll let them know what I found and confirm whether they’d like me to proceed with the selection when it becomes available. Let’s go ahead and confirm the tool call to keep everything moving smoothly!",
"performed_steps": [
{
"name": "Click on \"Used - Good\" filter option if it exists on the current page, otherwise look for it in the available condition filters",
"tools": [
"ClickTool(id='103')"
]
}
],
"changes": "URL did not change. Navigated to the All Offers Display dialog and began interacting with a filter panel. The Close button loses its focused state, while the Filter button now indicates focus, signaling an active filtering UI. The diff adds a full, visible filter UI inside the dialog: a “Filter by” heading, a Clear all link, and multiple checkbox groups for Prime, Free delivery, and item condition (New, Used, Like New, Very Good, Good, Acceptable). This replaces prior empty/generic structure with rich, labeled filter controls to refine search results."
}{
"explanation": "**Selecting checkbox for condition filter**\n\nI need to click on the \"Good\" checkbox in the condition filter. There's a group of checkboxes in the ARIA tree for different conditions, and their IDs are: 149 for New, 159 for Used, 169 for Like New, 179 for Very Good, 189 for Good, and 199 for Acceptable. The next step is to interact with element ID 189. I'll use the ClickTool function to make that happen. There's no need for parallel calls; let's move forward!",
"performed_steps": [
{
"name": "Click on the \"Good\" checkbox in the condition filter to filter by \"Used - Good\"",
"tools": [
"ClickTool(id='189')"
]
}
],
"changes": "URL did not change. The interface moved from a generic seller/options view to a more buyer-focused product listing with explicit filtering controls. The heading changed from “Sellers on Amazon” to “3 other options,” signaling a shift to showing alternate options near the main listing, and an Active Filters group with a Remove filter button and a Clear all filters link was added. Content-wise, the page now includes expanded seller blocks with detailed price, shipping, and seller information, including Add to Cart actions for different sellers, and a new multi-level list structure showing condition, ship-from, and sold-by details. Shipping details, More/Less links, and per-seller details (ratings, delivery estimates, and seller links) are more prominent, with several sections reorganized into lists of items and subitems to reflect multiple seller options."
}['New - VESPLO - $219.99 - FREE delivery Wednesday, March 18', 'Used - Pickup Confirmed LLC - $192.61 - FREE delivery Tuesday, March 24', 'Used - camelo2k - $204.95 - $13.95 delivery March 19 - 23', 'Used - camelo2k - $199.99 - $13.95 delivery March 26 - 31']
NOOP because the requested detailed condition labels and prices for each listing are not extractable from the provided source material.
Check failed! NOOP
Accessibility Tree:
<RootWebArea name="Amazon.com: Nintendo Switch Lite - Blue : Video Games" id="1" focusable="True" focused="True">
<dialog name="All Offers Display" id="3" modal="True">
<generic id="4">
<button name="Close" id="5" focusable="True" />
</generic>
<generic id="6">
<generic id="7">
<generic id="8" />
<generic id="13">
<generic id="15">
<generic id="16">
<generic id="18">
<generic id="19">
<generic id="20">
<heading id="21" level="5">Nintendo Switch Lite - Blue</heading>
</generic>
<generic id="24">
<generic id="25">4.8 out of 5 stars</generic>
<generic id="29">
<generic id="30">58,783 ratings</generic>
</generic>
</generic>
</generic>
<generic id="33">
<generic id="34">
<generic id="35">
<generic id="36">New</generic>
</generic>
</generic>
</generic>
<generic id="40">
<generic id="41">
<generic id="42">
<generic id="43">
<generic id="46">
<generic id="47">
<generic id="48">$219.99</generic>
</generic>
</generic>
<generic id="60">
<generic id="61">
<generic id="62">
<generic id="63">FREE delivery Wednesday, March 18.<link name="Details about delivery costs and shipping methods" id="70" focusable="True">Details</link>
</generic>
</generic>
</generic>
</generic>
</generic>
</generic>
<generic id="73">
<generic id="74">
<generic id="75">
<button name="Add to Cart from seller VESPLO and price $219.99 " id="77" invalid="false" focusable="True">Submit</button>
</generic>
</generic>
</generic>
</generic>
</generic>
</generic>
</generic>
</generic>
<generic id="85">
<link name="See more details about this offer" id="86" focusable="True"> See more</link>
</generic>
</generic>
<generic id="90">
<generic id="92">
<heading id="93" level="2">3 other options</heading>
<paragraph id="96">sorted by price + delivery: low to high</paragraph>
</generic>
<generic id="99">
<button name="Filter" id="100" focusable="True">
<generic id="101">
<generic id="102" />
</generic>
</button>
<generic id="104">
<generic id="106" focusable="True">
<heading id="108" level="1">Filter by</heading>
</generic>
<generic id="111">
<link id="112" focusable="True">Clear all</link>
</generic>
<group name="" id="117" labelledby="">
<generic id="123">
<checkbox name="Prime" id="124" focusable="True" checked="false">
<generic id="126">
<generic id="127">
<LabelText id="128">
<checkbox name="Delivery" id="129" invalid="false" focusable="True" checked="false" labelledby="" />
</LabelText>
</generic>
</generic>
</checkbox>
</generic>
<generic id="133">
<checkbox name="Free delivery" id="134" focusable="True" checked="false">
<generic id="136">
<generic id="137">
<LabelText id="138">
<checkbox name="Delivery" id="139" invalid="false" focusable="True" checked="false" labelledby="" />
</LabelText>
</generic>
</generic>
</checkbox>
</generic>
</group>
<group name="" id="142" labelledby="">
<generic id="148">
<checkbox name="New" id="149" focusable="True" checked="false">
<generic id="151">
<generic id="152">
<LabelText id="153">
<checkbox name="Condition" id="154" invalid="false" focusable="True" checked="false" labelledby="" />
</LabelText>
</generic>
</generic>
</checkbox>
</generic>
<generic id="158">
<checkbox name="Used" id="159" focusable="True" checked="false">
<generic id="161">
<generic id="162">
<LabelText id="163">
<checkbox name="Condition" id="164" invalid="false" focusable="True" checked="true" labelledby="" />
</LabelText>
</generic>
</generic>
</checkbox>
</generic>
<generic id="168">
<checkbox name="Like New" id="169" focusable="True" checked="false">
<generic id="171">
<generic id="172">
<LabelText id="173">
<checkbox name="Condition" id="174" invalid="false" focusable="True" checked="false" labelledby="" />
</LabelText>
</generic>
</generic>
</checkbox>
</generic>
<generic id="178">
<checkbox name="Very Good" id="179" focusable="True" checked="false">
<generic id="181">
<generic id="182">
<LabelText id="183">
<checkbox name="Condition" id="184" invalid="false" focusable="True" checked="false" labelledby="" />
</LabelText>
</generic>
</generic>
</checkbox>
</generic>
<generic id="188">
<checkbox name="Good" id="189" focusable="True" focused="True" checked="false">
<generic id="191">
<generic id="192">
<LabelText id="193">
<checkbox name="Condition" id="194" invalid="false" focusable="True" checked="true" labelledby="" />
</LabelText>
</generic>
</generic>
</checkbox>
</generic>
<generic id="198">
<checkbox name="Acceptable" id="199" focusable="True" checked="false">
<generic id="201">
<generic id="202">
<LabelText id="203">
<checkbox name="Condition" id="204" invalid="false" focusable="True" checked="false" labelledby="" />
</LabelText>
</generic>
</generic>
</checkbox>
</generic>
</group>
</generic>
</generic>
<generic id="207">
<group name="Active Filters" id="208">
<button name="Click to remove filter" id="250" focusable="True">
<generic id="252">
<generic id="253" describedby="aod-filter-swatch-container-top">Used - Good</generic>
</generic>
</button>
<link name="Clear all filters" id="270" focusable="True">Clear all</link>
</group>
</generic>
</generic>
<generic id="273">
<list id="274">
<listitem id="275" level="1">
<generic id="276">
<generic id="277">
<generic id="278">
<generic id="279">Used - Good</generic>
</generic>
</generic>
</generic>
<generic id="283">
<generic id="284">
<generic id="285">
<generic id="286">
<generic id="288">
<generic id="289">
<generic id="290">$192.61</generic>
</generic>
</generic>
</generic>
<generic id="295">
<generic id="296">
<generic id="297">
<generic id="298">...<generic id="305">
<generic id="306">
<generic id="307">
<generic id="308">FREE delivery Tuesday, March 24.<link name="Details about delivery costs and shipping methods" id="315" focusable="True">Details</link>
</generic>
</generic>
</generic>
</generic>
<generic id="320">
<link name="More. about shipping" id="321" focusable="True">More</link>
</generic>
</generic>
<generic id="324">
<generic id="325">
<generic id="326">
<button name="Add to Cart from seller Pickup Confirmed LLC and price $192.61 " id="328" invalid="false" focusable="True">Submit</button>
</generic>
</generic>
</generic>
</generic>
</generic>
</generic>
</generic>
</generic>
</generic>
<list id="334">
<listitem id="335" level="2">
<generic id="336">
<generic id="337">
<generic id="338">
<heading id="339" level="2">Condition</heading>
</generic>
<generic id="342">Console has been tested to make sure everything is fully functional! Console will have light use wear a...<link id="346" focusable="True">More</link>
</generic>
</generic>
</generic>
</listitem>
<listitem id="349" level="2">
<generic id="350">
<generic id="351">
<generic id="352">Ships from</generic>
<generic id="355">Pickup Confirmed LLC</generic>
</generic>
</generic>
</listitem>
<listitem id="358" level="2">
<generic id="359">
<generic id="360">
<generic id="361">Sold by</generic>
<generic id="364">
<link name="Pickup Confirmed LLC. Opens a new page" id="365" focusable="True">Pickup Confirmed LLC</link>
<generic id="368">
<generic id="369">Seller rating is 4 out of 5 stars</generic>
<generic id="373">(129 ratings)70% positive over last 12 months<LineBreak name="" id="376">
<InlineTextBox name=" " id="377" />
</LineBreak>
</generic>
</generic>
</generic>
</generic>
</generic>
</listitem>
</list>
</listitem>
<listitem id="381" level="1">
<generic id="382">
<generic id="383">
<generic id="384">
<generic id="385">Used - Good</generic>
</generic>
</generic>
</generic>
<generic id="389">
<generic id="390">
<generic id="391">
<generic id="392">
<generic id="394">
<generic id="395">
<generic id="396">$204.95</generic>
</generic>
</generic>
</generic>
<generic id="401">
<generic id="402">
<generic id="403">
<generic id="404">...<generic id="411">
<generic id="412">
<generic id="413">
<generic id="414">FREE delivery March 19 - 23.<link name="Details about delivery costs and shipping methods" id="421" focusable="True">Details</link>
</generic>
</generic>
</generic>
</generic>
<generic id="426">
<link name="More. about shipping" id="427" focusable="True">More</link>
</generic>
</generic>
<generic id="430">
<generic id="431">
<generic id="432">
<button name="Add to Cart from seller Peifinator's Treasures and price $204.95 " id="434" invalid="false" focusable="True">Submit</button>
</generic>
</generic>
</generic>
</generic>
</generic>
</generic>
</generic>
</generic>
</generic>
<list id="440">
<listitem id="441" level="2">
<generic id="442">
<generic id="443">
<generic id="444">
<heading id="445" level="2">Condition</heading>
</generic>
<generic id="448">In Good Used Condition - Has Minor Scuffs/Scratces/Marks - Tested And Works - Includes: Console And Cha...<link id="452" focusable="True">More</link>
</generic>
</generic>
</generic>
</listitem>
<listitem id="455" level="2">
<generic id="456">
<generic id="457">
<generic id="458">Ships from</generic>
<generic id="461">Peifinator's Treasures</generic>
</generic>
</generic>
</listitem>
<listitem id="464" level="2">
<generic id="465">
<generic id="466">
<generic id="467">Sold by</generic>
<generic id="470">
<link name="Peifinator's Treasures. Opens a new page" id="471" focusable="True">Peifinator's Treasures</link>
<generic id="474">
<generic id="475">Seller rating is 4 out of 5 stars</generic>
<generic id="479">(1326 ratings)77% positive over last 12 months<LineBreak name="" id="482">
<InlineTextBox name=" " id="483" />
</LineBreak>
</generic>
</generic>
</generic>
</generic>
</generic>
</listitem>
</list>
</listitem>
<listitem id="487" level="1">
<generic id="488">
<generic id="489">
<generic id="490">
<generic id="491">Used - Good</generic>
</generic>
</generic>
</generic>
<generic id="495">
<generic id="496">
<generic id="497">
<generic id="498">
<generic id="500">
<generic id="501">
<generic id="502">$199.99</generic>
</generic>
</generic>
</generic>
<generic id="507">
<generic id="508">
<generic id="509">
<generic id="510">...<generic id="517">
<generic id="518">
<generic id="519">
<generic id="520">$13.95 delivery March 26 - 31.<link name="Details about delivery costs and shipping methods" id="527" focusable="True">Details</link>
</generic>
</generic>
</generic>
</generic>
<generic id="532">
<link name="More. about shipping" id="533" focusable="True">More</link>
</generic>
</generic>
<generic id="536">
<generic id="537">
<generic id="538">
<button name="Add to Cart from seller camelo2k and price $199.99 " id="540" invalid="false" focusable="True">Submit</button>
</generic>
</generic>
</generic>
</generic>
</generic>
</generic>
</generic>
</generic>
</generic>
<list id="546">
<listitem id="547" level="2">
<generic id="548">
<generic id="549">
<generic id="550">Ships from</generic>
<generic id="553">camelo2k</generic>
</generic>
</generic>
</listitem>
<listitem id="556" level="2">
<generic id="557">
<generic id="558">
<generic id="559">Sold by</generic>
<generic id="562">
<link name="camelo2k. Opens a new page" id="563" focusable="True">camelo2k</link>
<generic id="566">
<generic id="567">Seller rating is 3.5 out of 5 stars</generic>
<generic id="571">(125 ratings)67% positive over lifetime<LineBreak name="" id="574">
<InlineTextBox name=" " id="575" />
</LineBreak>
</generic>
</generic>
</generic>
</generic>
</generic>
</listitem>
</list>
</listitem>
</list>
</generic>
<generic id="579">
<group name="Other recommended products" id="580" roledescription="carousel">
<generic id="582">Consider these alternative items<heading id="583" level="5">Didn't find what you were looking for?</heading>
<LineBreak name="" id="586">
<InlineTextBox name=" " id="587" />
</LineBreak>
</generic>
<generic id="590">
<generic id="591" live="polite" atomic="True" relevant="additions text">Page 1 of 5</generic>
</generic>
<generic id="601">
<generic id="602">
<button name="" id="603" focusable="True">
<generic id="605">Previous page</generic>
</button>
</generic>
<generic id="609">
<group id="610" roledescription="carousel">
<list id="611">
<listitem id="612" level="1" roledescription="slide">
<link id="613" focusable="True">Nintendo Switch Lite Hand-Held Gaming Console - Turquoise (HDH-001) (Renewed)</link>
<link name="" id="624" focusable="True">
<generic id="625">4.4 out of 5 stars</generic>
<generic name="2,739 reviews" id="629">2,739</generic>
</link>
<link id="633" focusable="True">$173.99</link>
<generic id="637">
<generic id="638">
<button name="Add to cart" id="640" invalid="false" focusable="True" labelledby="">Submit</button>
</generic>
</generic>
</listitem>
<listitem id="645" level="1" roledescription="slide">
<link id="646" focusable="True">Nintendo Switch Lite - Coral - Switch (Renewed)</link>
<link name="" id="656" focusable="True">
<generic id="657">4.4 out of 5 stars</generic>
<generic name="2,739 reviews" id="661">2,739</generic>
</link>
<link id="665" focusable="True">$184.91</link>
<generic id="669">
<generic id="670">
<button name="Add to cart" id="672" invalid="false" focusable="True" labelledby="">Submit</button>
</generic>
</generic>
</listitem>
</list>
</group>
</generic>
<generic id="712">
<button name="" id="713" focusable="True">
<generic id="715">Next page</generic>
</button>
</generic>
</generic>
</group>
</generic>
</generic>
</generic>
</dialog>
</RootWebArea>Driver python-1773508597 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1773508597 Token usage statistics: - Total: 353833 tokens (344233 input, 9600 output) - Cached: 2058 tokens (1509 input, 549 output)










Chrome driver started successfully (driver_id: python-1773932839) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. A user access path now loads a full homepage structure instead of a minimal root. The accessibility tree expands from a single focusable root to a complete Amazon.com layout with navigable regions, headings, and numerous interactive elements. Key changes include a dedicated shortcuts/menu navigation, a comprehensive primary banner with search and language/account controls, and a large main area filled with multiple content carousels and sections (e.g., All white dressing, Golden hour glam, Best Sellers in Kitchen, etc.). The footer gains extensive informational groups (Get to Know Us, Make Money with Us, Help, etc.), plus a complementary region for recently viewed items, back-to-top controls, and language/country selection."
}{
"explanation": "**Executing search process**\n\nI need to search for \"Blue iPhone 12 Pro 128GB\" using the search bar. The search input has an ID of 141, and there's a Go button with the ID of 148. So, my first step is to type \"Blue iPhone 12 Pro 128GB\" into the search box, followed by clicking the Go button to perform the search. I should use the TypeTool for the input and then the ClickTool for the Go button, following a sequential approach.",
"performed_steps": [
{
"name": "Search for \"Blue iPhone 12 Pro 128GB\" in the search bar",
"tools": [
"TypeTool(id='141', text='Blue iPhone 12 Pro 128GB')"
]
}
],
"changes": "URL did not change. A few interactive focus and autocomplete updates were made to the Amazon page. The root area now shows a focused state, and the search box is marked as focused and wired to an autocomplete results container, with an initial suggestion text included inside the box. A new suggestions dialog was added under the search flow, containing multiple blue iphone 12 pro options as clickable buttons and a polite status line describing the additions. Additionally, an in-page link text was updated from “From tip-off to trophy Shop gear to rep your team” to a more prominent “Easter gifts for kids Shop our Top 28+ toys & games.”"
}{
"explanation": "",
"performed_steps": [
{
"name": "Press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=Blue+iPhone+12+Pro+128GB&crid=39F3UDOC66NDY&sprefix=blue+iphone+12+pro+128gb%2Caps%2C175&ref=nb_sb_noss_1. The interface has shifted from a generic Amazon home view to a full search results experience for a specific query (Blue iPhone 12 Pro 128GB), with a prominent results list and extensive filtering. The new content includes a large catalog of product entries (with price, stock, options, colors, and ratings), a sortable results control, and multiple grouped filter sections (Brand, Condition, Color, Price, Storage, etc.), plus a dedicated “Results” heading and a skip-to-main-content link cluster for accessibility. Additionally, pagination controls were added, a help/navigation set (Need help? Visit help, contact us, skip to results) appears in the header area, and a new dialog placeholder is introduced. A new root region wrapper appears at the end, suggesting a reflowed or extended page structure for the results context."
}{
"explanation": "",
"performed_steps": [
{
"name": "Click on the first iPhone 12 Pro 128GB result that mentions blue color",
"tools": [
"ClickTool(id='410')"
]
}
],
"changes": "URL changed to https://www.amazon.com/Apple-iPhone-128GB-Pacific-Blue/dp/B08PMYLKVF/ref=sr_1_1?crid=39F3UDOC66NDY&dib=eyJ2IjoiMSJ9.BjGtOKgLJqN2PiUFqHmTAT0B63tgUhoII_zyBrY00oI4yFvoqHo9x2GKnX-o_cbe8zTHScDz2NvSe1Nv1f-xc8mRXGBjvA3mDbJm8EEQp0FCW8eKGrO0izvJM2S5MX3rEZLnEekbSRbti5mb73PpN7mHRe-psfX0zRRepIylDIBHqYW86njG8Iny6wnfJqGgBRugVtg9QgD2rTCDBxenNl_unOGZRpaXR8DJp4titVM.yCPZ5a5EcJHf3ThqsxOveRZVrjirxLZ3wLMUE4W41hA&dib_tag=se&keywords=Blue%2BiPhone%2B12%2BPro%2B128GB&qid=1773932901&sprefix=blue%2Biphone%2B12%2Bpro%2B128gb%2Caps%2C175&sr=8-1&th=1. Navigated from a generic Amazon product page to a richly detailed renewal listing with expanded product information. The page title was replaced with a long, full product name and the shortcuts/navigation area gained new items and targets. Key content changes include introducing an “About this item” section, a comprehensive “Product information” area (including specs, dimensions, OS, battery, etc.), and a robust “What’s in the box” / “From the manufacturer” area. The Reviews area was heavily expanded with multiple customer review blocks (including country-specific sections), translated/review options, and new interactions like filtering tabs and translate links, along with a revamped “Similar items” and “Frequently bought together” sections."
}{
"explanation": "**Deciding on a response**\n\nI see that Pacific Blue and 128GB are already selected, so there’s no action needed from me right now. If I were to perform steps, I could just not click anything. I think I’ll keep my reply simple and concise since everything is already in place. That should keep things clear for the user!",
"performed_steps": [
{
"name": "Select Pacific Blue color if not already selected, and ensure 128GB storage is selected",
"tools": []
}
],
"changes": "URL did not change. No user-facing changes were detected. The accessibility tree diff is empty, so the UI and its interactive elements appear unchanged. If there were intended updates, they aren’t reflected in the diff provided."
}{
"explanation": "**Identifying the add to cart button**\n\nI need to click the \"Add to Cart\" button, so first, I must identify its element ID. In the ARIA tree, there's a button with the ID \"566\" that has the text \"Add to cart.\" This button is focusable and valid. I should proceed by clicking the element with ID 566 using the ClickTool function. There’s no need for multiple tools here; one tool call will do the trick!",
"performed_steps": [
{
"name": "Click the \"Add to Cart\" button",
"tools": [
"ClickTool(id='566')"
]
}
],
"changes": "URL did not change. A product detail page opened and shifted into a focused modal state. The product root item is still present, but a modal dialog wrapper is now active, suggesting an overlay UI rather than the full page chrome. Content inside the page was dramatically simplified: the long, nested navigation and catalog-like sections were removed, and concise, card-like blocks were added such as a 2-Year Protection Plan with price and a Learn more button, plus a new “NEW Complete Protect” option. A few previously extensive product detail areas (reviews, top brands, related items, and vendor details) were removed or collapsed, leaving a much leaner, action-focused view."
}Check failed! NOOP
NOOP since the requested information about the current page state or cart confirmation is not extractable from the provided screenshot/accessible tree data.
Accessibility Tree:
<RootWebArea name="Amazon.com: Apple iPhone 12 Pro, 128GB, Pacific Blue - Fully Unlocked (Renewed) : Cell Phones & Accessories" id="1" focusable="true" focused="true">
<dialog name="" id="1411" modal="true" labelledby="">
<generic id="1412">
<generic id="1413">
<generic id="1416">Cover this product:<heading id="1417" level="3">Add to your order</heading>
<list id="1421">
<listitem id="1422" level="1">
<generic id="1423">
<generic id="1424">
<generic id="1426">
<generic id="1427">Coverage for accidental damage including drops, spills, and broken parts, as well as breakdowns (plans vary)</generic>
</generic>
</generic>
</generic>
</listitem>
<listitem id="1431" level="1">
<generic id="1432">
<generic id="1433">
<generic id="1435">
<generic id="1436">24/7 support when you need it</generic>
</generic>
</generic>
</generic>
</listitem>
<listitem id="1439" level="1">
<generic id="1440">
<generic id="1441">
<generic id="1443">
<generic id="1444">Quick, easy, and frustration-free claims</generic>
</generic>
</generic>
</generic>
</listitem>
</list>
<generic id="1453">
<generic id="1454">
<generic id="1455">
<generic id="1456">
<generic id="1458">
<LabelText id="1459">
<checkbox name="2-Year Protection Plan $73.99" id="1460" invalid="false" focusable="true" focused="true" checked="false" />
</LabelText>
</generic>
</generic>
<generic id="1463">
<generic id="1467">2-Year Protection Plan </generic>
<generic id="1470">$73.99</generic>
<button id="1475" focusable="true">Learn more</button>
</generic>
</generic>
</generic>
</generic>
<generic id="1480">Cover all of your eligible devices:<generic id="1486">
<generic id="1487">
<generic id="1488">
<generic id="1489">
<generic id="1491">
<LabelText id="1492">
<checkbox name="NEW Complete Protect: One plan covers all eligible past and future purchases $16.99/month" id="1493" invalid="false" focusable="true" checked="false" />
</LabelText>
</generic>
</generic>
<generic id="1496">
<generic id="1500">NEW Complete Protect: One plan covers all eligible past and future purchases </generic>
<generic id="1505">$16.99/month</generic>
<button id="1510" focusable="true">Learn more</button>
</generic>
</generic>
</generic>
</generic>
</generic>
<generic id="1519">
<button name="No thanks" id="1521" invalid="false" focusable="true" labelledby="">Submit</button>
</generic>
<generic id="1527">
<button name="Add protection" id="1529" invalid="false" focusable="true" labelledby="">Submit</button>
</generic>
</generic>
</generic>
</generic>
</dialog>
</RootWebArea>{
"explanation": "**Dismissing protection plan dialog**\n\nI need to click the \"No thanks\" button to dismiss the protection plan dialog. First, I should identify the element with ID 1521, which has the name \"No thanks.\" I'll use the appropriate tool to click on that element. Once I've done that, I'll provide a confirmation response. There's no need for any parallel actions here, so I’ll focus on executing this straightforward task. Let's get to it!",
"performed_steps": [
{
"name": "Click the \"No thanks\" button to dismiss the protection plan dialog",
"tools": [
"ClickTool(id='1521')"
]
}
],
"changes": "URL changed to https://www.amazon.com/cart/smart-wagon?newItems=4ea38fbf-cd5e-452d-8caf-28d45d4b6c63,1&ref_=sw_refresh. The user went from a product page to an updated Shopping Cart view. The UI now presents a full cart experience with a prominent shortcuts navigation, a primary header area, and search/language/account controls, reorganizing the top chrome for quick navigation. Key content changes include a detailed cart pane that shows the selected iPhone item, quantity controls, and a visible subtotal with a Proceed to checkout button. The previous inline, single-item dialog content is replaced by a structured cart item list, a cart subtotal block, and a compact “Go to Cart” action, plus a new complementary section featuring recently viewed items and personalized recommendations displayed as a carousel."
}Check passed! The accessibility tree shows an item named 'Apple iPhone 12 Pro, 128GB, Pacific Blue - Fully Unlocked (Renewed)' listed in the cart details (with size/color/condition, in the cart subtotal section). Therefore, the statement is true.










Chrome driver started successfully (driver_id: python-1773611409) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. The page was enhanced from a generic empty root to a full Amazon homepage layout with a named root area and rich content. The UI now includes a shortcuts/navigation panel, a primary banner with a complex header (language, account, search, and region/location cues), and a large main area featuring carousels, category menus, and multiple “Best Sellers” and “Shop by” sections. Key user-visible content additions include a Skip to quick links, a comprehensive Keyboard shortcuts list, a multi-section main content area with image-linked product groups (elevated jewelry, fashion, groceries, electronics, etc.), and several horizontal separators between content blocks. Interactive elements such as slides in a carousel (with Prev/Next), Play/Unmute controls for video, and language/country controls are now present and focusable."
}{
"explanation": "",
"performed_steps": [
{
"name": "Search for \"black strollers\" in the Amazon search box and press Enter",
"tools": [
"TypeTool(id='133', text='black strollers')"
]
}
],
"changes": "URL did not change. The page now shows that the Amazon home page has a focused search interaction and an added autocomplete results panel. The main search box is marked focused and now has a container reference for the autocomplete results, and a sample query text “black strollers” is shown inside the search box. Users may see a new, modal-like suggestions dialog with multiple “black strollers” related rows (several quick-suggestion buttons) and a live status noting “Prefix black strollers, 10 individual suggestions.” In addition, a media region appears in a featured item with Play and Unmute controls, and some line-break handling in various lists was adjusted to use an empty line break with inline text."
}{
"explanation": "",
"performed_steps": [
{
"name": "Press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=black+strollers&crid=2YP9HKT7I0W8T&sprefix=black+strollers%2Caps%2C170&ref=nb_sb_noss_1. Explorer view shifted from a broad homepage layout to a focused search results experience for “black strollers.” The top-level Amazon area was renamed to reflect a product-specific context, and the previous hero/banner content was largely replaced with a structured, filterable results interface. Key changes include a new results header (1-16 of over 100,000 results for \"black strollers\"), a Sort by combo box, and a long list of product entries with price, ratings, add-to-cart actions, and color options. A comprehensive Refinements panel was introduced with multiple filter groups (Color, Maximum Weight, Seating Capacity, Brands, Features, Seller, Sustainability, etc.), plus pagination controls and helper links (Need help?, Skip to main results). Minor accessibility tweaks also altered line breaks and a few dialog/popup artifacts to better support keyboard navigation."
}{
"explanation": "**Considering tool execution order**\n\nI think it's okay to run in parallel, but the sliders are independent, so I need to ensure the proper order: apply min, then max, and then Go. Actually, it's probably better to do this sequentially: I'll first set the min, then the max, and finally click Go. The parallel wrapper multi_tool_use.parallel exists for that purpose, but I can just call three tools sequentially with functions.* calls. So, I'll use DragSliderTool and ClickTool accordingly.",
"performed_steps": [
{
"name": "Apply the price filter to show items between $100 and $200. Look for a price range filter in the left sidebar and set the minimum price to 100 and maximum price to 200, then click Go or submit",
"tools": [
"DragSliderTool(id='2161', value='100')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=black+strollers&crid=2YP9HKT7I0W8T&qid=1773611451&rnid=386430011&sprefix=black+strollers%2Caps%2C170&ref=sr_nr_p_36_0_0&low-price=550&high-price=. The diff shows a broad rewrite of an Amazon-styled product results page, with the page title and results area updated to reflect a different product focus (now “Amazon.com: Black Strollers - $550-above” and a much smaller results count). The list of products is refreshed: several items are replaced with new product entries, updated names, ratings, prices, delivery estimates, and “Add to cart” interactions, including expanded detail blocks for each listing (price, ratings, deal labels, and color options). Several UX details were changed or added: the color options for items were overhauled (new color/pattern labels and an “+1 more color” option), price ranges in a filter were adjusted (Minimum price now shows $550 and Maximum price to $1,700+ with new min/max values and a Reset/Clear option), and several filter/brand sections were reworded or simplified (e.g., filter labels updated to reflect new options, some sections removed or renamed). Additionally, numerous structural tweaks replace simple text nodes with richer subtrees (links, headings, and nested wrappers) and line-break handling was normalized to use empty LineBreak nodes with inline text boxes."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to the URL with price filter for black strollers between $100 and $200: https://www.amazon.com/s?k=black+strollers&rh=p_36%3A10000-20000",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/s?k=black+strollers&rh=p_36%3A10000-20000')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=black+strollers&rh=p_36%3A10000-20000. Navigated from the old Amazon Black Strollers search results to a rebranded results page with updated metadata. The root area was renamed to \"Amazon.com : black strollers\" and the header now shows a larger, more prominent results section. Content changes are extensive but mirror a shift to newer product entries and price formatting: the results count changes from \"1-16 of 616\" to \"1-16 of over 2,000\" and many product items have been replaced with new titles, ratings, price displays, and color options. In addition, the UI now includes expanded filter groups (Seating Capacity, Brands, Seller, and Sustainability Features) and updated offer hints, line breaks, and color lists to reflect a refreshed, more feature-rich shopping experience."
}['Baby Stroller, 2-in-1 Reversible Toddler Seat with Lie-Flat Mode, Foldable Infant Stroller with Canopy, One Button Brake, Adjustable Handle, Newborn Pushchair (Black B) | $159.98 | 4.7 out of 5 stars | 438 ratings', 'Ingenuity Ingenuity 3Dquickclose CS+ Compact Fold Stroller – Lightweight Stroller with Oversized Canopy, Extra-Large Storage and Compact Fold, Black | $119.00 | 4.6 out of 5 stars | 1,329 ratings', 'INFANS 2 in 1 Baby Stroller, Folding Newborn Pram Convertible Stroller Bassinet for Infant Foldable High Landscape Shock Absorption with Reversible Seat Aluminum Structure for Pushchair | $139.98 | 4.6 out of 5 stars | 1,598 ratings', 'Delta Children Apollo Jogging Stroller - Shock Absorbing Frame with Large Canopy & Recline - Car Seat Compatible, Black | $139.99 | 4.7 out of 5 stars | 605 ratings', '2 in 1 Baby Stroller, Newborn Foldable Pushchair Folding High Landscape Infant Carriage, Toddler Pushchair Black Baby Stroller | $119.99 | 4.6 out of 5 stars | 69 ratings', 'Mompush Wiz 2 in 1 Baby Stroller with Infant Pramette Mode, One Hand Fold Convertible Newborn to Toddler Stroller with Reversible Seat and Large UPF 50+ Canopy | $159.99 | 4.6 out of 5 stars | 2,905 ratings']
{
"explanation": "**Locating product listing**\n\nI need to click on the product listing for \"Mompush Wiz 2 in 1 Baby Stroller.\" So, first, I should identify the right element for that product. Looking at the ARIA tree, I found a list item with a heading that points to this product. The link wraps around the heading, likely representing the product listing. Therefore, I’ll go ahead and use functions.ClickTool on the element with id 1024 to execute the click.",
"performed_steps": [
{
"name": "Click on the \"Mompush Wiz 2 in 1 Baby Stroller\" product listing",
"tools": [
"ClickTool(id='1024')"
]
}
],
"changes": "URL did not change. - The Amazon product page region now shows an active focus state. The RootWebArea named \"Amazon.com : black strollers\" gained focused=\"True\", indicating the page or its main region is currently focused. - A small text update occurred inside a link label path: the \"Ends in\" value changed from 09:06:24 to 09:05:48, reflecting a new timestamp. The shortcuts menu and other navigation remains unchanged."
}{
"explanation": "**Navigating product page**\n\nI need to click on the link for the product titled \"Mompush Wiz 2 in 1 Baby Stroller\" to access its page. I’m analyzing the ARIA tree with various items. The element I want is listed as heading under item ID 1024. This link has an ID of \"1024\" and is focusable, so I’ll go ahead and click it using the ClickTool function on ID 1024. I’ll make sure to keep my steps clear and concise!",
"performed_steps": [
{
"name": "Click on the product title link \"Mompush Wiz 2 in 1 Baby Stroller\" to open the product page",
"tools": [
"ClickTool(id='1024')"
]
}
],
"changes": "URL changed to https://www.amazon.com/Stroller-Bassinet-Convertible-Carriage-Reversible/dp/B093GS5723/ref=sr_1_8?dib=eyJ2IjoiMSJ9.95_JNdGUxLs6lrb2_agwMSPIY5Z-CfSqnl9MjFkdClcNaG4NHKJrUDVuuoO5dLhqzOOuI0zjZCtLDUy2qYtD4NuCPIVVnIgiAJeNkvit3JalhvwKdrLU-dhFDxTY5TLRrE8P84lOvMfVDrrMAudib-VUTUBkxBlWbkOaSOwjuoilhvfJDyx_AQ4vskyj5lAGfiv0j5FQhv-4xC6T0uYVYIuuuyW1Gx81g4j-GfIdsdE.HT7NvfSVMmWGJmpgD3bi25CMjVZIMy8mtr_xjqQ0rVs&dib_tag=se&keywords=black%2Bstrollers&qid=1773611555&refinements=p_36%3A10000-20000&sr=8-8&th=1. The product page navigation was refreshed to reflect a specific Mompush Wiz stroller listing instead of a generic black strollers page. The page now centers the long product title, introduces a dedicated video region, and adds extensive product-detail sections (buying options, compatibility, measurements, features, and a brand/story area) along with an enhanced reviews area. In addition, the old sort/filter UI was replaced with a compact, content-focused layout that includes an in-page navigation for sections like Top highlights, What’s in the box, product description, and frequently bought together. New interactivity appears in the media carousel, reviews with images, a more detailed “From the brand” carousel, and a broader set of brand/seller options and related items."
}Mompush Wiz 2 in 1 Baby Stroller with Infant Pramette Mode, One Hand Fold Convertible Newborn to Toddler Stroller with Reversible Seat and Large UPF 50+ Canopy; $159.99; 4.6 out of 5 stars; 2,905
Driver python-1773611409 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1773611409 Token usage statistics: - Total: 209070 tokens (205014 input, 4056 output) - Cached: 0 tokens (0 input, 0 output)







Chrome driver started successfully (driver_id: python-1773933240) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. The page layout has grown from a minimal, focused root area to a richly described Amazon home page with full navigation and content sections. A named RootWebArea now wraps an expansive accessibility tree that includes shortcuts, primary navigation, a large search module, language/account controls, and a detailed main carousel with video and multiple content groups. Content-wise, you now see numerous labeled sections and interactive elements: featured content carousels, category blocks (e.g., Best Sellers in Kitchen & Dining, Best Sellers in Computers & Accessories, Fashion/Beauty/Household), numerous image links representing product grids, and an extensive footer with help, account, payment, and policy links. The changes primarily surface user-visible content and interactions for screen readers, including headings, labels, and descriptive text across both the header and the main content."
}{
"explanation": "**Searching for hiking boots**\n\nI need to search for \"women's hiking boots.\" First, I’ll interact with the search input, specifically the search box with id 141 marked as \"Search Amazon.\" To execute this, I will type the text \"women's hiking boots\" into that search box. After typing, I can either press Enter or click the Go button with id 148 next to it. I’ll need to make two tool calls: one for typing and then another for clicking. So, it’ll be done sequentially.",
"performed_steps": [
{
"name": "Search for \"women's hiking boots\" using the search bar",
"tools": [
"TypeTool(id='141', text='women's hiking boots')"
]
}
],
"changes": "URL did not change. A search interaction was intensified and a video region was introduced. The search box is now focused and wired to an autocomplete results container, with a default query visible (\"women's hiking boots\"), and is accompanied by a live list of 10 suggested terms in a new dialog-style grid. In addition, a new suggestions dialog appears under the search context, presenting clickable boot-related options such as \"women's hiking boots waterproof gore-tex\" and similar variants as individual buttons. Separately, a content row was updated to include a clickable link about Easter gifts, plus a new video region with a playable video and controls (Play, Unmute) for user interaction."
}{
"explanation": "",
"performed_steps": [
{
"name": "Press Enter to search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=women%27s+hiking+boots&crid=24RDT1G3J24S5&sprefix=women%27s+hiking+boots%2Caps%2C269&ref=nb_sb_noss_1. The page shifted from a generic Amazon homepage view to a dedicated search results experience for “women’s hiking boots,” signaling the user navigated to a product results page. The UI now emphasizes a detailed refinements panel and sorting/filtering controls embedded in the accessibility tree, replacing many of the earlier gallery/banner elements. Key changes include: a new keyboard-accessible filters area with groups for Price (minimum/maximum sliders), Deals, Color, Closure Type, Boot Height, Toe Style, and more; a Sort by combobox with common options; and a results layout that shows multiple product rows with prices, ratings, colors, and Add to cart actions. Additionally, a small non-modal dialog and a dedicated “Need help?”/navigation links were added, and some previously present banners and carousels were removed to streamline the results view."
}{
"explanation": "",
"performed_steps": [
{
"name": "Click on \"4 Stars & Up\" filter in the customer review rating section",
"tools": [
"ClickTool(id='5864')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=women%27s+hiking+boots&rh=n%3A21514849011%2Cp_72%3A2661618011&dc&ds=v1%3ACrZaS6U5Z4sWGsJVJH3REQOq79KgKf%2FqEc%2F6XrH2zHk&crid=24RDT1G3J24S5&qid=1773933299&rnid=2661617011&sprefix=women%27s+hiking+boots%2Caps%2C269&ref=sr_nr_p_72_1. You’ve moved from a broad search results view to a refreshed results list with updated product entries and new filtering UI. The overall results count text changed from “over 20,000 results” to “over 10,000 results,” signaling a narrowed result set. Across the product list, many items were replaced or heavily edited: several brands and product titles were updated (e.g., NORTIV 8, Merrell, Columbia, KEEN, XPETI, etc.), prices and ratings were adjusted, and color swatches/choices were reorganized with new color names and patterns. The filter area gained new color and material options, plus new up-front wording changes in the Customer Reviews and filter controls (e.g., “Remove Up” vs. “Up”), and there are several structural tweaks like added color groups, new “All Discounts”/“Deals” sections, and additional inline actions such as Add to cart buttons that are consistently present. In short, the listing content, color options, and filter UI were expanded and rebranded, while the total results count was reduced."
}{
"explanation": "**Performing filter action**\n\nI need to click the \"Waterproof\" filter in the left sidebar. Looking at the ARIA tree, I see that it falls under the \"Popular Shopping Ideas\" group, with an ID of 5912. I can confirm that this element is focusable. My next step is to use the functions.ClickTool with this ID to click the Waterproof option. I'll ensure to provide a confirmation after the click, so let's go ahead and do this!",
"performed_steps": [
{
"name": "Look for and click on \"Waterproof\" filter in the left sidebar filters",
"tools": [
"ClickTool(id='5912')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=women%27s+hiking+boots&rh=n%3A21514849011%2Cp_72%3A2661618011%2Cp_n_g-1003509617111%3A32912228011&dc&crid=24RDT1G3J24S5&qid=1773933352&rnid=32911982011&sprefix=women%27s+hiking+boots%2Caps%2C269&ref=sr_nr_p_n_g-1003509617111_2&ds=v1%3AztJRXGuZU2bZCquplAJLZ7ONnIDaOmzCopUVPFqFHO8. The Amazon search results page was substantially reworked. The page title and product area labels were updated to a longer, more descriptive product-type string, and the results header now reads a much smaller count (1,000 instead of 10,000) in one place, signaling a tighter result set. Across the product list, many item entries, color swatches, and price blocks were replaced with different brands, colors, and prices, and several items gained or lost color options and “Add to cart” controls. A new “Special Features” section appears with a Clear option, and there are expanded ideas under “Popular Shopping Ideas” with additional filters like Boot Form Type, various color/pattern choices, and new labels. Finally, a new complementary region was added at the bottom: a personalized recommendations block with a Sign in prompt and a Start here link, replacing the prior generic footer."
}{
"explanation": "**Finding shoe size filter**\n\nI need to find and click on the size 6 filter in the women's shoe size section. From the ARIA tree, I see that the 6 button is part of the list item with ID 5736. It's essential to locate this accurately among other sizes like 3, 3.5, 4, and others listed. Finally, I will use the click function with the button ID 5733 to simulate clicking the size 6 filter. **Identifying clickable element**\n\nI think the clickable element for size 6 is the button with ID 5740, which is inside a link with ID 5737 under list item 5736. The structure shows that this button displays \"6,\" so it’s essential to ensure I'm targeting the right element. I'll proceed by calling the ClickTool with ID 5740. It feels good to have clarity on this before making the single tool call!",
"performed_steps": [
{
"name": "Find and click on size 6 filter in the shoe size section on the left sidebar",
"tools": [
"ClickTool(id='5740')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=women%27s+hiking+boots&rh=n%3A21514849011%2Cp_72%3A2661618011%2Cp_n_g-1003509617111%3A32912228011%2Cp_n_g-1004158520091%3A1285132011&dc&crid=24RDT1G3J24S5&qid=1773933415&rnid=1285112011&sprefix=women%27s+hiking+boots%2Caps%2C269&ref=sr_nr_p_n_g-1004158520091_7&ds=v1%3A3rCyOizHBbODfVfFjsXn94JuC8TMziSrTYgmQ2KPPh8. The user navigated from a generic search results view to a refined product listing with updated results and richer product details. The page header text now references a different product-type path and the total results count changed (e.g., from over 1,000 to 513), signaling a more specific or filtered results set. Content-wise, the listing has been expanded and enriched: individual product entries now include richer price lines, ratings, color options, and multiple interactive elements (Add to cart, price details, delivery estimates). New filter sections appear (Shoe Size, Shoe Width, Pattern, Boot Form Type, etc.) with interactive controls and labeled options, transforming the UI into a more coupon- and option-driven shopping experience. Several product blocks were restructured and renamed, with numerous color swatches and brand blocks added or modified to present more choice and immediate actions to the user."
}["Merrell Women's Moab 3 Mid Waterproof Hiking Boots$79.98 List: $150.004.6 out of 5 stars, rating details", "NORTIV 8 Women's Waterproof Hiking Boots Outdoor Trekking Mid Backpacking Mountaineering lightweight boots$39.99 List: $49.994.6 out of 5 stars, rating details", 'ANJOUFEMME Womens Comfy Outdoor Hiking Boots-Low heels Combat Ankle Boots for Women Non Slip Lace up Winter Shoes for Backpacking Trekking Walking$29.99 List: $49.994.4 out of 5 stars, rating details', 'R CORD Hiking Boots Women Waterproof Non-Slip Womens Hiking Shoes Comfortable Outdoor Womens Hiking Boots Walking Boots Hiking Shoes Women$55.994.5 out of 5 stars, rating details', "NORTIV 8 Women's Waterproof Hiking Boots Outdoor Trekking Mid Backpacking Mountaineering lightweight boots$44.99 List: $56.994.5 out of 5 stars, rating details", "Vasque Women's Breeze Waterproof Hiking Boot$47.954.5 out of 5 stars, rating details"]











Chrome driver started successfully (driver_id: python-1772299795) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. Navigated to Amazon’s homepage where the accessibility tree expands from a placeholder to a fully labeled, interactive page. The page now exposes a comprehensive navigation header, a shortcuts menu with accessible skip-to and keyboard shortcut links, and a primary banner area with a search box, language/account controls, and a global categories menu. Content-wise, the after-tree introduces numerous content carousels and sections (e.g., Featured content, Curated looks, Best Sellers in Computers, Books, Grocery, Home & Kitchen, Clothing, etc.), each with multiple interactive items (slides, links, images, and small action buttons). A footer region appears with extensive informational links and a “Back to top” control, plus a complementary section for recently viewed items and recommendations."
}{
"explanation": "**Searching for a Samsung tablet**\n\nI need to search for \"Samsung Android tablet 10 inch\" in the search box. I'll first focus on the search box element with id 141. Then, I'll use the TypeTool to input the text. There's also a Go button, but it seems the instruction is just to type in the search box. I might also consider pressing Enter afterward, but focusing on typing first seems best. Let's execute the TypeTool with the search text!",
"performed_steps": [
{
"name": "Search for \"Samsung Android tablet 10 inch\" in the search box",
"tools": [
"TypeTool(id='141', text='Samsung Android tablet 10 inch')"
]
}
],
"changes": "URL did not change. Navigated to the Amazon homepage with the main area now marked as focused. The search box gains an explicit focus state and becomes associated with an autocomplete results container, and its current query text is surfaced inside a new plaintext item. A new autocomplete results dialog appears containing multiple clickable suggestions (Samsung Android tablet 10 inch variations), presented as a grid of rows with dedicated suggestion buttons, plus a polite live status indicating additions. Additionally, the UI introduces video controls within a featured content region (play and unmute) and marks the \"All\" category button as disabled yet still focusable; a product promo time label in a nearby section also updates from 14:29:26 to 14:28:50."
}{
"explanation": "**Submitting search input**\n\nI need to submit the search by pressing Enter. First, I should identify the element for the search input, which seems to have an ID of 141. There's also a search element with ID 60. The current text in the searchbox is \"Samsung Android tablet 10 inch.\" To submit, I just need to simulate pressing the Enter key on the page. I'll use the PressKeyTool with the key \"Enter\" for this task and proceed with the tool call.",
"performed_steps": [
{
"name": "Press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=Samsung+Android+tablet+10+inch&crid=W3N9SXQDIER2&sprefix=samsung+android+tablet+10+inch%2Caps%2C192&ref=nb_sb_noss_1. The UI appears to have pivoted from a generic Amazon homepage view to a detailed product search results page for a Samsung Android tablet, with a large emphasis on filters and related content. The page now shows a prominent “1-16 of over 1,000 results” heading, a Sort by control, and a substantial filter panel with many grouped criteria (Display Size, Brands, Customer Reviews, Condition, RAM/Storage, Battery, Display Type, Carrier, Resolution/Display, CPU/GPU details, etc.), plus a Related searches section and a pagination area. In addition, the content area expanded from a simple banner/list to a full product grid of multiple Samsung tablets, each with price, ratings, availability, colors, and Add to cart actions. A new dialog element and several new interactive items (e.g., “Free Shipping,” “Delivery Day,” “Deals & Discounts,” and many filter items) were added, while the shortcuts region gained extra items like Results and Filters. A final touch adds a minimal extra RootWebArea placeholder at the end of the diff."
}{
"explanation": "**Identifying display size filter**\n\nWe need to filter by screen size for 10 to 10.9 inches using the Display Size filter. In the ARIA tree, I see the relevant group with id 3170, which includes an item for 10 to 10.9 inches with id 3208. The link element has this id and is labeled \"10 to 10.9 Inches.\" So, I’ll click on that link, using the ClickTool function with id 3208 to apply the filter. **Planning tool usage**\n\nI’m thinking we should first present our reasoning before making a tool call. It looks like I only need to use one tool for this task. So, I’ll start by outlining my logic to the user, explaining what I’m trying to accomplish. Once that's clear, I can proceed with the tool call. Keeping it straightforward will help ensure the user understands the process! Let's go ahead and complete this.",
"performed_steps": [
{
"name": "Filter by screen size 10 to 10.9 inches using the Display Size filter in the left panel",
"tools": [
"ClickTool(id='3208')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=Samsung+Android+tablet+10+inch&rh=p_n_g-1004162281091%3A7817239011&dc&crid=W3N9SXQDIER2&qid=1772299899&rnid=1254615011&sprefix=samsung+android+tablet+10+inch%2Caps%2C192&ref=sr_nr_p_n_g-1004162281091_5&ds=v1%3AVmZc%2FRDv%2FnflQooubjSzUwK6T%2BfZiA0Ik5TgZEpcHZ8. Navigated from a generic search results page to a more focused product results view for a Samsung 10-inch tablet. The page title now reflects the specific product and size range and the area is flagged as focused. Key changes include a revised results count (814 results, down from the previous over 1,000) and a large expansion of the filter panel with many new groups such as Display Size, Generation, CPU Speed, Connectivity, Battery/Camera-related attributes, and more. A new “complementary” section was added at the end offering personalized recommendations with a sign-in prompt, while numerous individual product entries were restructured or replaced by the richer filtered data and metadata."
}{
"explanation": "**Sorting results by price**\n\nI need to sort the results by \"Price: Low to High.\" First, I'll find the \"Sort by\" combobox and select that option. There’s an ARIA tree showing a combobox with an ID of 360, and the option I want has an ID of 364. I’m realizing I should open the combobox by clicking it and then select the option. It looks like two tool calls will work better in sequence: first ClickTool on ID 360, then on ID 364.",
"performed_steps": [
{
"name": "Sort results by \"Price: Low to High\"",
"tools": [
"ClickTool(id='360')"
]
}
],
"changes": "URL did not change. A sorting control was added to the product results view. A new dialog-like container with a vertical listbox titled with sort options appears, including Featured (pre-selected), Price: Low to High, Price: High to Low, Avg. Customer Review, Newest Arrivals, and Best Sellers. This change introduces a user-visible mechanism to reorder results, with Featured set as the default selection. Behind-the-scenes, many individual product entries were reorganized, but the primary impact for users is the new sort UI and its preselected option."
}{
"explanation": "**Executing a selection process**\n\nI see that the option with \"Price: Low to High\" has an ID of 364. My plan is to perform two actions: first, I’ll click on the combobox with ID 360, and then I’ll click on the option with ID 364. I'll use ClickTool for both. Although I could think about parallel actions, I believe these need to be done in sequence. I’ll go ahead and call ClickTool with ID 360 and then with ID 364. Finally, I’ll confirm that \"Price: Low to High\" is selected.",
"performed_steps": [
{
"name": "Select \"Price: Low to High\" option from the sort dropdown",
"tools": [
"ClickTool(id='360')"
]
}
],
"changes": "URL did not change. The user’s sorting control is now in focus and its popup is represented differently. The combobox for “Sort by:” is marked as focused, and its popup container (MenuListPopup) now includes an activedescendant attribute. Additionally, the separate listbox of sort options that was previously rendered outside the combobox has been removed, with those options effectively relocated inside the combobox popup. This streamlines the sort UI to a single, focused combobox interaction instead of a distinct dropdown list."
}Error: Message: element not interactable: [object HTMLOptionElement] has no size and location (Session info: chrome=145.0.7632.117); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x00000001032dd6b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x00000001032d5a50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x0000000102db256c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 75432 3 chromedriver 0x0000000102db87ac _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 100584 4 chromedriver 0x0000000102dbaa2c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 109416 5 chromedriver 0x0000000102dbaae4 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 109600 6 chromedriver 0x0000000102e00c84 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 396736 7 chromedriver 0x0000000102e00358 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 394388 8 chromedriver 0x0000000102e42130 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 664172 9 chromedriver 0x0000000102e3a620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 10 chromedriver 0x0000000102defb9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 11 chromedriver 0x000000010329c680 cxxbridge1$str$ptr + 2861308 12 chromedriver 0x000000010329fdd4 cxxbridge1$str$ptr + 2875472 13 chromedriver 0x0000000103281a7c cxxbridge1$str$ptr + 2751736 14 chromedriver 0x00000001032a0658 cxxbridge1$str$ptr + 2877652 15 chromedriver 0x0000000103271ffc cxxbridge1$str$ptr + 2687608 16 chromedriver 0x00000001032c4d78 cxxbridge1$str$ptr + 3026932 17 chromedriver 0x00000001032c4ef4 cxxbridge1$str$ptr + 3027312 18 chromedriver 0x00000001032d56a8 cxxbridge1$str$ptr + 3094820 19 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 20 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "**Navigating URL for sorting**\n\nI need to come up with steps to navigate to a URL that sorts by price-ascending rank. It seems like we might just change the URL since we can't actually navigate. I would use the NavigateToUrlTool for this URL, including the sort parameter for price-asc-rank. \n\nIt sounds like the typical Amazon URL format includes parameters for sorting. For example, common parameters might include `?s=price-asc-rank`. I'll figure out how to construct that correctly! **Setting up the URL**\n\nI’m going to set the URL with the sort parameter as `sort=price-asc-rank`. The generic format will involve using the NavigateToUrlTool with the URL: `https://www.amazon.com/s?k=Samsung+Android+tablet+10+inch&sort=price-asc-rank`. \n\nI should ensure I briefly justify why I’m using this URL structure before making the tool call. It looks straightforward, so let’s proceed with this plan!",
"performed_steps": [
{
"name": "Navigate to the URL with sort parameter for Price Low to High by changing the URL sort parameter to price-asc-rank",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/s?k=Samsung+Android+tablet+10+inch&sort=price-asc-rank')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=Samsung+Android+tablet+10+inch&s=price-asc-rank. The page now presents a more compact, filter-forward results view instead of a long, item-by-item list. The product grid sections have been rebuilt into richer, card-like entries with expanded detail per item (titles, ratings, price, delivery, colors, and “See options”/Add to cart controls), and several previously simple blocks were reorganized into explicit lists and groups. In addition, a large set of new filter groups was introduced or expanded (Display Size, Brand, CPU/Model Year, Storage, Battery/Capacity, Connectivity, Screen Resolution, etc.), including specific filter options and descriptive labels. A focused “Recently used filters” section appears, and the complementary area for personalized recommendations was emptied, indicating a shift toward filtering-driven browsing rather than sign-in prompts on the same view."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL. As an AI, I’m going to perform a tool call to navigate using the NavigateToUrlTool. I should focus on one tool for this task to keep things simple and efficient. Once I’m done with that, I’ll report back to confirm everything went smoothly. It seems straightforward, so let’s just go ahead and proceed!",
"performed_steps": [
{
"name": "Navigate to URL https://www.amazon.com/s?k=Samsung+Android+tablet+10+inch&rh=p_n_g-1004162281091%3A7817239011&s=price-asc-rank",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/s?k=Samsung+Android+tablet+10+inch&rh=p_n_g-1004162281091%3A7817239011&s=price-asc-rank')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=Samsung+Android+tablet+10+inch&rh=p_n_g-1004162281091%3A7817239011&s=price-asc-rank. Navigated from a generic results page to a revised search results view with a leaner listing and expanded filtering. The page now shows 42 results (down from 71) and adds a prominent sign-in area near the top, plus a copyright strip in the footer area. The most visible content changes are a sweeping overhaul of the product list and a large, multi-group filter panel. The product entries have been rewritten (new titles, ratings, prices, stock messages, and option links), and many detailed attribute blocks have been restructured or removed. In parallel, the filter UI gains numerous new groups (Display Size, Operating System, Wireless Technology, Battery Capacity, Battery/Type specifics, USB/HDMI-like axes, and more) with explicit “Apply … filter” links, new options, and updated labels to improve accessibility and granularity."
}['Samsung Galaxy Tab A8 LTE (32GB, WiFi Only) 10.5 inch Android Tablet, US Model - SM-X200 (Renewed)', '$113.00']
['Samsung Galaxy Tab A8 LTE (32GB, WiFi Only) 10.5 inch Android Tablet, US Model - SM-X200 (Renewed) | $113.00 | Display Size: 10.5 inches', 'Samsung Galaxy Tab A8 Android Tablet, 10.5” LCD Screen, 64GB Storage, Long-Lasting Battery, Kids Content, Smart Switch, Expandable Memory, Gray, SM-X200NZAZXAR (Renewed) | $122.14 | Display Size: 10.5 inches', 'Samsung Galaxy Tab A8 Android Tablet, 10.5” LCD Screen, 64GB Storage, Long-Lasting Battery, Kids Content, Smart Switch, Expandable Memory, Dark Gray (Renewed) | $148.89 | Display Size: 10.5 inches']
Driver python-1772299795 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772299795 Token usage statistics: - Total: 384388 tokens (380853 input, 3535 output) - Cached: 37512 tokens (37265 input, 247 output)







Chrome driver started successfully (driver_id: python-1772300258) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. A lot more content and accessibility structure were added to the Amazon homepage. The diff expands the root area to include a fully labeled header, navigation shortcuts, a primary banner with a comprehensive search and language/country controls, and a large main region with multiple content carousels and category sections. Key visible changes include: a Skip to content and Keyboard shortcuts section for keyboard navigation; a rich header with language, account, and cart controls; an extensive main content area featuring multiple “Best Sellers” and “Shop” sections across Computers, Books, Grocery, Home & Kitchen, Clothing, and more; and a footer area with standard legal links and site navigation. Overall, the page now presents a dense, carousel-driven storefront with numerous labeled interactive elements and many product image groups for accessibility."
}{
"explanation": "**Searching for dog bed**\n\nI need to search for a \"washable dog bed 30 inch\" on Amazon. First, I’ll locate the search box element by its ID: it should be 133 with the name \"Search Amazon.\" So, I’ll type the text into this element and then simulate pressing the Enter key. I’ll use two tool calls: TypeTool for entering the text, followed by PressKeyTool for the Enter key. Let’s go ahead and set this up!",
"performed_steps": [
{
"name": "Search for \"washable dog bed 30 inch\" in the Amazon search box and press Enter",
"tools": [
"TypeTool(id='133', text='washable dog bed 30 inch')"
]
}
],
"changes": "URL did not change. The UI now shows an active search autocomplete flow. The search box is marked as focused and linked to an autocomplete results container, and it includes an inline suggestion text (“washable dog bed 30 inch”) beneath it. A new openable dialog appears with multiple suggested search rows (10 items) presented as interactive buttons, plus a polite status update indicating the additions. Other visible changes include a disabled Previous slide button in the featured carousel, a richer video/auxiliary region with Play and Unmute options, and several minor label or layout tweaks across lists where line breaks are replaced by inline text boxes for empty breaks."
}{
"explanation": "",
"performed_steps": [
{
"name": "Press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=washable+dog+bed+30+inch&crid=SVIWA8K8V0WG&sprefix=washable+dog+bed+30+inch%2Caps%2C339&ref=nb_sb_noss_1. Navigated from a generic Amazon homepage to a search results page for \"washable dog bed 30 inch\" and introduced a dedicated results view. The page now includes a sorting control, a prominent results header, and a long list of product entries with price, ratings, and an Add to cart action for each item. Key accessibility/content changes group together: the top area’s RootWebArea title was updated to reflect the dog-bed search, a new Filters shortcut link was added to the Skip to menu, and the search box was simplified (removing the autocomplete grid). The main content expanded into a large, itemized results list with multiple product blocks, color options, pricing details, delivery estimates, and affordances like “Add to cart,” all organized under a new “Results”/“More results” structure, plus a new modal/dialog placeholder and pagination/navigation aids."
}['KSIIA Washable Dog Bed Deluxe Plush Dog Crate Beds Comfy Kennel Pad Anti-Slip Pet Sleeping Mat for Large, Jumbo, Medium, Small Dogs Breeds, 35" x 23", Gray — $17.49 List: $24.99 — Size: 35" x 23', 'INVENHO Medium Dog Beds for Medium Dogs, Memory Foam Dog Bed with Removable Cover Reversible, Outdoor Anti-Slip Kennel Pad 29"x18", Gray — $28.47 ( $28.47 /count) List: $43.99 — Size: 29" x 18', 'EHEYCIGA Orthopedic Dog Bed for Medium Dogs, Memory Foam Medium Pet Beds with Sides, Non-Slip Bottom and Egg-Crate Foam Dog Couch Bed with Washable Removable Cover, Grey — $29.80 ($29.80 /count) List: $41.99 — Size: 30x20x6', 'Waterproof Dog Bed Medium Size Dog, Orthopedic Washable Crate Pad 30 inch, Foam Pet Bed with Removable Cover Reversible, Outdoor Anti-Slip Kennel Pad 29"x18", Gray — $24.99 — Size: 30 inch x 20 inch x 6 inch? Wait: 29"x18" field present', 'Bedsure Orthopedic Dog Beds Large Sized Dog - Washable Large Dog Cat Bed Waterproof, Comfort Dogs Couch Sofa with Washable Removable Cover, Grey, 35" — $32.99 List: $39.99 — Size: 35']
{
"explanation": "",
"performed_steps": [
{
"name": "Click on the \"KSIIA Washable Dog Bed Deluxe Plush Dog Crate Beds\" product link",
"tools": [
"ClickTool(id='415')"
]
}
],
"changes": "URL changed to https://www.amazon.com/Washable-Deluxe-Fulffy-Anti-Slip-Sleeping/dp/B09D7DWTVB/ref=sr_1_5?crid=SVIWA8K8V0WG&dib=eyJ2IjoiMSJ9.09M7SQJngf4ocs33GysqRL4oR1mesAyXVbz8FEL6OT11Mmyv29m9ZNUcG9vleVS1_iuhtfx18aZvmOXJgeeQryBYb0xLxV3PHHQ-xjaeLwE-l4uggLTgtawMHjYyWyh82Ts_cPcM-FYNrN3W0ftK7svvTN7gcS3Vf26MYyHNnQ-7QJ5FwIB3vOBhHOq7ULMcL5fxDu2MBS-BulBkmNUPHw118fX4v9y7fh7qQ1cqNm7vsLYSf5P1F0gxbHPGXAvczJ8zGvkXrj8egMziiJgN7h7cAIQift63QNnILtZYF34.fYp9Bxc07JlTO9NIF-fhBox1mfcdaEx3oS9WdoTvYgg&dib_tag=se&keywords=washable%2Bdog%2Bbed%2B30%2Binch&qid=1772300362&sprefix=washable%2Bdog%2Bbed%2B30%2Binch%2Caps%2C339&sr=8-5&th=1. The after-state broadens and reorganizes the product detail surface after landing on the KSIIA item page. The page title is expanded to a long KSIIA product name, and a new mega-navigation block appears with sections like About this item, Buying options, Videos, and Reviews, replacing the simpler “Filters” label. Key content changes include a full “About this item” section with bullet-like items, a Sustainability features block, a detailed Product description with media (video, photos, and a built-out review carousel), and a large “Frequently bought together”/product matrix area that now shows multiple product options and a table of product specs. There are also more explicit review presentations (top reviews, user photos, helpfulness actions) and updated help/navigation links scattered through the detail views. In short, the after diff moves from a basic results-oriented view to a richly structured product-detail page with expanded navigation, descriptions, reviews, and cross-sell options."
}['KSIIA Washable Dog Bed Deluxe Plush Dog Crate Beds Comfy Kennel Pad Anti-Slip Pet Sleeping Mat for Large, Jumbo, Medium, Small Dogs Breeds, 35" x 23", Gray', '$17.49', 'Product Dimensions \u200f : \u200e 35 x 23 x 3.5 inches; Size 35.0"L x 23.0"W x 3.5"Th', 'Machine Washable', '4.6 out of 5 stars (30,423) including reviews', 'Luxurious Padding Support', 'Ultra Soft Rose Velvet', 'Non-Slip Pad Design', 'Machine Washable', 'Multi-Purpose Dog Bed']
Driver python-1772300258 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772300258 Token usage statistics: - Total: 195976 tokens (192034 input, 3942 output) - Cached: 0 tokens (0 input, 0 output)





Chrome driver started successfully (driver_id: python-1772300530) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. Navigated from a minimal root to the full Amazon homepage accessibility structure. The after diff reveals a comprehensive, densely labeled accessibility tree with a global page name and multiple interactive regions. Key changes include a visible shortcuts/navigation area (Skip to, Keyboard shortcuts), a primary banner with language, account, search, and cart controls, and an expansive main region featuring a large featured carousel and numerous themed content blocks (Curated looks, Save on devices, best sellers across categories, Shop sections, and more). A complementary footer and rich navigation lists appear, detailing policy links and global site options, along with a “Your recently viewed items” complement."
}{
"explanation": "**Searching for protection plan**\n\nI need to search for \"PS4 2 year protection plan\" in the search box, which is identified by element ID 133. I’ll type the text into that box using the TypeTool. Once I’ve typed it, I should press the Go button with ID 140 or hit the Enter key to perform the search. I'll use the PressKeyTool to confirm that the Enter key is what I want. Let's proceed with that! **Executing the search sequence**\n\nI need to make sure that when I type \"PS4 2 year protection plan\" into the search box with ID 133, I then trigger the Enter key to submit the search. I’m planning to use the TypeTool for this and follow it up with the PressKeyTool. It seems like parallelizing wouldn’t be necessary here, so I’ll keep it simple and do it sequentially: I’ll type first, then press Enter. Let’s move forward with this!",
"performed_steps": [
{
"name": "search for \"PS4 2 year protection plan\" in the search box",
"tools": [
"TypeTool(id='133', text='PS4 2 year protection plan')"
]
}
],
"changes": "URL did not change. The Amazon search autocomplete expanded from a simple inline box to an interactive results experience. The search box now shows a focused state and includes a dedicated controls container for an autocomplete results panel, with a plaintext suggestion \"PS4 2 year protection plan\" displayed inside. Additionally, a new dialog of suggestions appears containing three rows for protection-plan related buttons, and a media region was added inside a carousel item featuring a video with Play and Unmute controls. Some navigation elements were adjusted so a previous slide button becomes disabled, and several link items gained explicit names and inline text boxes to improve screen reader labeling."
}{
"explanation": "**Executing search submission**\n\nI need to simulate pressing Enter to submit the search, and I know the input is focused correctly at id 141, which is our search box. So, I’ll press the Enter key using the PressKeyTool. I want to make sure that the search input is indeed focused and contains text, which it does. I'll send the PressKeyTool command for the Enter key in one go. Let’s get this done!",
"performed_steps": [
{
"name": "press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=PS4+2+year+protection+plan&crid=GZRJLORU249K&sprefix=ps4+2+year+protection+plan%2Caps%2C192&ref=nb_sb_noss_1. The page content was reoriented from a broad homepage to a product results view focused on PS4 2 year protection plans. The top area’s label changed to reflect the new search target, and the shortcuts/navigation area was extended with direct links for Main content, Results, and Filters to aid quick access. Significant content changes include replacing the previous rich carousel and extensive category/product grids with a streamlined results list of protection plans, each with headings, star ratings, price, and a See options link, plus an added “More results” section showing additional items. A new filter panel structure appears in the right/hidden area, introducing a price slider, price ranges, and grouped filters (Condition, Seller, Brands, All Top Brands, Department and subcategories), along with a simplified Add to cart action replacing prior product-page interactions. Tiny accessibility adjustments include minor LineBreak fixes, a new Customer Reviews group with a basic filter, and a lightweight dialog placeholder to replace the previous rich modal content."
}['ASURION 2 Year Electronics Protection Plan ($200 - $249.99) $24.99', 'ASURION 2 Year Electronics Protection Plan ($60 - $69.99) $6.99']
Driver python-1772300530 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772300530 Token usage statistics: - Total: 75910 tokens (74595 input, 1315 output) - Cached: 0 tokens (0 input, 0 output)
































Chrome driver started successfully (driver_id: python-1774049443) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. The diff shows the page expanding from a simple root to a full Amazon homepage with rich content and navigation. A shortcuts menu and a comprehensive keyboard-shortcut panel were added at the top, including a “Skip to main content” link and hotkeys for Search, Cart, Home, and Orders, plus a toggle to Show/Hide shortcuts. The main header area now includes a branded banner with site navigation, language/country controls, account/cart links, and a prominent search component with an expansive category combobox. The main content area introduces a large Featured content carousel and numerous content sections (e.g., 10% off designer brands, Best Sellers in various categories, fashion, electronics, books, groceries, home & kitchen, etc.), each with multiple items, images, and interactive links. The footer was expanded into multiple grouped sections (Let Us Help You, payment products, language/country pickers, and “More on Amazon” links) and a complementary area for recently viewed items."
}{
"explanation": "**Executing search query**\n\nI'm planning to search for \"stainless steel kitchen sink double bowl\" in the search bar. To do this, I need to interact with the search box element, which has the ID of 141. I'll type the query into this search box and then either press Enter or click the Go button, which has the ID of 148. It looks like I'll make two separate tool calls: first, the TypeTool to input the text, and second, the PressKeyTool to hit Enter. We'll get started on that!",
"performed_steps": [
{
"name": "Search for \"stainless steel kitchen sink double bowl\" in the search bar",
"tools": [
"TypeTool(id='141', text='stainless steel kitchen sink double bowl')"
]
}
],
"changes": "URL did not change. The search experience was enhanced: the search box now has focus state and is linked to an autocomplete results container, plus it includes a live inline query snippet (\"stainless steel kitchen sink double bowl\"). A new non-modal dialog appears with a populated list of 10 suggestion buttons and a polite live status indicating the prefixes. Additionally, an existing link text changes from “Easter gifts for kids…” to “Easter gifts for adults…”, and a new Unmute button is introduced alongside the video controls within the page region."
}{
"explanation": "**Submitting a search**\n\nI'm working on submitting a search by simulating the Enter key. First, I need to find the search box, which is identified as id 141 with the text \"stainless steel kitchen sink double bowl.\" There's also a Go button with id 150.\n\nTo submit, I should ensure the focus is on the search input and then press Enter. It looks like the page indicates the search box is already focused, so I can just go ahead and use the PressKeyTool with \"Enter.\" Let's get this done!",
"performed_steps": [
{
"name": "Press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=stainless+steel+kitchen+sink+double+bowl&crid=RF5SZQR4SZXH&sprefix=stainless+steel+kitchen+sink+double+bowl%2Caps%2C184&ref=nb_sb_noss_1. The UI now presents a richer, filterable search results page. A comprehensive refinement panel was added with groups for Price, Deals & Discounts, Condition, Style, Brand, Material, Finish Type, Color, Sink Count, and more, plus interactive sliders for price ranges and options to apply filters (e.g., 1-2 holes, stainless steel, etc.). Additionally, the main results area expanded to include a prominent sorting control, a new “Filters for kitchen sinks” section, a large set of refined result items, and a refreshed bottom area with help and navigation links. Small accessibility tweaks were made to line breaks and labeling, and a decorative or structural extra RootWebArea block was appended at the end. Overall, the page shifts from a simple list to a feature-rich, filter-driven shopping experience."
}{
"explanation": "**Sorting results by price**\n\nI need to sort the results from low to high price using a dropdown menu. First, I'll identify the element for the sort box; it has an ID of 361 for the combobox. Next, I'll simulate clicking the combobox to open it and then select the option with ID 365 for \"Price: Low to High.\" Since I can't perform these actions simultaneously, I'll click ID 361 first and then click ID 365, ensuring it executes in sequence. Let's move forward!",
"performed_steps": [
{
"name": "Sort the results by \"Price: Low to High\" using the sort dropdown",
"tools": [
"ClickTool(id='361')"
]
}
],
"changes": "URL did not change. The UI was updated to add new footer and sort controls while reflowing the product results. A back-to-top control was moved into the footer area, and a new copyright line appears in the lower region. In the product list, the long, nested item blocks were restructured with explicit grouping (colors available, ratings, price details, and add-to-cart controls) and many item blocks were reformatted to a consistent, itemized structure. Additionally, a new interactive sort panel was added as a dialog with a vertical listbox offering options like Featured, Price: Low to High, Price: High to Low, Avg. Customer Review, and Newest Arrivals. Also, some language/country labels were adjusted to show less verbose placeholders."
}Error: Message: element not interactable: [object HTMLOptionElement] has no size and location (Session info: chrome=146.0.7680.80); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x00000001052f6a80 cxxbridge1$str$ptr + 3158700 1 chromedriver 0x00000001052eeb08 cxxbridge1$str$ptr + 3126068 2 chromedriver 0x0000000104dc3724 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 75036 3 chromedriver 0x0000000104dc9954 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 100172 4 chromedriver 0x0000000104dcbbd8 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 109008 5 chromedriver 0x0000000104dcbc90 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 109192 6 chromedriver 0x0000000104e109e8 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 391136 7 chromedriver 0x0000000104e100bc _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 388788 8 chromedriver 0x0000000104e51df0 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 658408 9 chromedriver 0x0000000104e4a2f0 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 626920 10 chromedriver 0x0000000104e00fc8 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 327104 11 chromedriver 0x00000001052b529c cxxbridge1$str$ptr + 2890440 12 chromedriver 0x00000001052b898c cxxbridge1$str$ptr + 2904504 13 chromedriver 0x000000010529a648 cxxbridge1$str$ptr + 2780788 14 chromedriver 0x00000001052b9210 cxxbridge1$str$ptr + 2906684 15 chromedriver 0x000000010528b04c cxxbridge1$str$ptr + 2717816 16 chromedriver 0x00000001052ddc78 cxxbridge1$str$ptr + 3056804 17 chromedriver 0x00000001052dddf4 cxxbridge1$str$ptr + 3057184 18 chromedriver 0x00000001052ee760 cxxbridge1$str$ptr + 3125132 19 libsystem_pthread.dylib 0x000000018e78fc08 _pthread_start + 136 20 libsystem_pthread.dylib 0x000000018e78aba8 thread_start + 8
{
"explanation": "**Executing sorting action**\n\nI need to click on the \"Price: Low to High\" option in the sort listbox dialog. First, I’ll identify the element in the ARIA tree, where the listbox has an ID of 6296. The option I want, \"Price: Low to High,\" has the ID 6300, so I'll use the ClickTool with that ID. Before clicking, it makes sense to ensure focus. Then, I’ll perform the tool call and confirm when it’s done.",
"performed_steps": [
{
"name": "Click on \"Price: Low to High\" option in the sort listbox dialog",
"tools": [
"ClickTool(id='6300')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=stainless+steel+kitchen+sink+double+bowl&s=price-asc-rank&crid=RF5SZQR4SZXH&qid=1774049494&sprefix=stainless+steel+kitchen+sink+double+bowl%2Caps%2C184&ref=sr_st_price-asc-rank&ds=v1%3AKXkCQ5O%2F5neXE3HZ%2FZmTKpz18Vhle8br0%2FUWXYI1wck. The user is still on the Amazon search results page, but the page heading and content have been updated to reflect a broader, more detailed results set. The main area title changed to a cleaned, capitalized form and the results count increased, indicating more results (stating over 5,000 vs 1,000). Key content changes include a shift in the Sort by options: the default selection changed from Featured to Price: Low to High, and the results listing now contains many expanded product entries with new price info, stock status, ratings, and Add to cart actions. The Brands, Styles, and Seller filters were updated to show different options, and a new complementary section offering personalized recommendations with sign-in prompts was added. A previously present delivery-day group and a separate sort-control dialog were removed, consolidating controls on the main results view."
}['Sink Drain Strainer - Sink Stopper, 3-in-1 Kitchen Stainless Steel Drain Plug with Anti-Clog Basket, Pop-Up Cover Fits Standard 3-1/2” Openings for Double Bowl Kitchen Sinks,Black — $18.99 List: $22.99 — FREE delivery', "Kitchen Sink Drain Strainer & Sink Stopper, Upgraded Stainless Steel Drain Plug Combo with Anti-Clog Basket, Pop Up Drain Cover for Standard 3-1/2'',Garbage Disposal Parts — $18.99 — FREE delivery", 'Upgraded 3 in 1 Kitchen Sink Drain Strainer - Stainless Steel Sink Stopper, Anti-Clogging Sink Food Catcher Basket, Fast Drainage Odor Filter Sink Plug for US Standard 3 1/2 inch Drain (Silver-2Pack) — $19.98 — FREE delivery', 'yeesport Stainless Steel Washing Up Bowl, Multi-Purpose Dish Tub for Sink, Large Square Container for Kitchen, Vegetable Washing Basin, Sturdy Dishpan for Home — $27.97 — FREE delivery', 'Stainless Steel Sink Protectors for Double Kitchen Sink, Stainless Steel Sink Grid, Set of Two Metal Sink Protector Mat 16 x 13 in, 14.5 x 11.26 in, Grid Sink Bottom Protector with Rear Drain — $27.88 — FREE delivery', 'yeesport Stainless Steel Washing Up Bowl, Large Square Dish Tub for Kitchen Sink, 12.9 in Width Vegetable Washing Basin with Smooth Rim, Stable Flat Bottom Container for Home Cleaning — $29.90 — FREE delivery', 'Transolid TSGRDJ-R Radius Right Side Bottom Sink Grid, 9.53']
{
"explanation": "**Executing scroll action**\n\nI need to scroll down to see more product results. To do this, I’ll issue a scroll action using a JavaScript tool. I could either use `window.scrollBy` or `window.scrollTo`. The easiest approach is to scroll to the bottom of the page with `window.scrollTo({top: document.body.scrollHeight, behavior: 'smooth'})`. So, I’ll run that script now using the ExecuteJavascriptTool. This should help me retrieve more products efficiently!",
"performed_steps": [
{
"name": "Scroll down to see more product results",
"tools": [
"ExecuteJavascriptTool(script='window.scrollTo({top: document.body.scrollHeight, behavior: 'smooth'});')"
]
}
],
"changes": "URL did not change. No visible changes were made to the accessibility tree. The diff is empty, so there are no additions, removals, or modifications to elements or labels to describe. As a result, the user-visible content and structure appear unchanged."
}['RV Kitchen Sink, Round Boat Sink Modern Style Stainless Steel Easy Assembly Sanding Widely Used for Boat $38.64', 'Starstar 50/50 Double Bowl Kitchen Sink Matte Black 304 Stainless Steel Bottom Two Grids, Stainless Steel Kitchen Sink Protector (11 5/8" x 13 9/16") $44.99', '304 Stainless Steel Kitchen Sink Set with Drain Pipe, Anti-Odor Plug, Overflow, and 80 Cm Tail Pipe $53.38']
{
"explanation": "**Navigating category filters**\n\nI need to click on either \"Kitchen & Dining\" or \"Kitchen Sinks\" in the sidebar filter. First, I have to identify the element IDs to click. In the ARIA tree, the left filters are under \"Filters for kitchen sinks,\" which isn't entirely clear. The \"Kitchen & Dining\" should be at the top of the left sidebar in All Departments, but it seems more complicated. The \"Kitchen Sinks\" filter might be found under \"Home & Kitchen,\" which adds another layer of navigation. **Selecting category filters**\n\nThe task is to click on either \"Kitchen & Dining\" or \"Kitchen Sinks\" to narrow down the results to sinks. I should simulate a click on the element with the ID for \"Kitchen Sinks,\" which is listed under the \"Filters for kitchen sinks\" heading, but it isn't a top-level category. While there are options like \"Double Bowl,\" I think it might be safer to click on \"Kitchen Sinks\" in the left sidebar. The IDs for the category items aren't very clear. **Navigating ambiguous filters**\n\nThere’s a \"Filters for kitchen sinks\" heading with a list of filters, but the category filter might actually be hidden in the \"All Departments\" section, which isn’t clear from the provided view. Since we need to take action, I can try clicking on an element that looks like \"Kitchen & Dining\" or \"Kitchen Sinks\" in the left panel, even though it’s not in the ARIA tree. Alternatively, I could click on the \"Open All Categories Menu\" button. It's a bit ambiguous, but I should make a plausible attempt to click on \"Kitchen Sinks\" under its filter heading. **Deciding on filter options**\n\nThere’s a heading for \"Filters for kitchen sinks\" and various subfilters. To filter for actual sinks, I could click on \"Double Bowl,\" which is part of those filters, but it relates to installation types rather than categories. The task suggests using the “Kitchen & Dining” or “Kitchen Sinks” category filter. So, I’ll aim to click on the \"Kitchen Sinks\" category filter in the left sidebar, as that seems most direct. However, it's also sensible to click on the \"Double Bowl\" filter since it’s specifically related to kitchen sinks. Let’s go with that and perform the click on the \"Double Bowl\" filter.",
"performed_steps": [
{
"name": "Click on \"Kitchen & Dining\" or \"Kitchen Sinks\" category filter in the left sidebar to narrow results to actual sinks",
"tools": [
"ClickTool(id='403')"
]
}
],
"changes": "URL did not change. No visible changes were made to the accessibility tree. The diff is empty, so there are no additions, removals, or modifications to elements or labels to describe. As a result, the user-visible content and structure appear unchanged."
}{
"explanation": "**Navigating the category links**\n\nI need to find and click on the \"Kitchen Sinks\" department link in the left navigation panel. It seems this is located under the \"All Departments\" menu, possibly under \"Kitchen & Kitchen.\" However, I don’t see \"Kitchen Sinks\" in the ARIA tree. It could be that \"Kitchen Sinks\" is categorized under Appliances. There's a left navigation panel, but I just need to clarify if the link is already listed within it. I'll double-check that! **Locating the \"Kitchen Sinks\" link**\n\nI need to simulate clicking on the \"Kitchen Sinks\" link in the left navigation. However, I can't find an explicit \"Kitchen Sinks\" item in the ARIA tree; it might be part of \"Kitchen & Dining\" or as a subcategory under \"Home & Kitchen\" or \"Appliances.\" Since there’s no exact match for \"Kitchen Sinks,\" I'll need to respond that it isn't found. I’ll suggest some next steps for the user to take without any tool calls. Let's keep it clear!",
"performed_steps": [
{
"name": "Find and click on \"Kitchen Sinks\" department/category link in the left navigation panel",
"tools": []
}
],
"changes": "URL did not change. No visible changes were made to the accessibility tree. The diff is empty, so there are no additions, removals, or modifications to elements or labels to describe. As a result, the user-visible content and structure appear unchanged."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL. So, I'll use the NavigateToUrlTool to confirm that action. It's pretty straightforward; I just provide the URL and then respond with a confirmation. There's no need for additional interaction since it's a simple task. Even though I'm considering using multi_tool_use.parallel, I realize I only need to use one tool here, so I'll stick with functions.NavigateToUrlTool. Then I'll confirm it once it’s done!",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/s?k=stainless+steel+double+bowl+kitchen+sink&s=price-asc-rank&rh=n%3A3741271",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/s?k=stainless+steel+double+bowl+kitchen+sink&s=price-asc-rank&rh=n%3A3741271')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=stainless+steel+double+bowl+kitchen+sink. A broader set of content and filters were added to the product results view. The left/filter rail now includes new sections such as Material, Brands, Seller, Style, and Delivery Day, with multiple filter options for each (e.g., Stainless Steel, Granite Composite, Kraus, Kohler, See more). Price controls were updated with new min/max labels and slider ranges, and a new Deals/Discounts area appears in the main list. On the results themselves, many product entries were replaced or expanded with newer item blocks, updated titles, new color options, stock and shipping details, and added calls to action (Add to cart) per listing. The layout also shows new auxiliary sections like Customer Reviews and Delivery Day, and several headings and branding text were adjusted throughout the page. There are also visible structural tweaks (e.g., complementaries collapsed to empty placeholders and some language tweaks in navigation/footer)."
}{
"explanation": "**Sorting results by price**\n\nI need to sort the results from low to high price using a dropdown menu. First, I'll identify the element for the sort box; it has an ID of 361 for the combobox. Next, I'll simulate clicking the combobox to open it and then select the option with ID 365 for \"Price: Low to High.\" Since I can't perform these actions simultaneously, I'll click ID 361 first and then click ID 365, ensuring it executes in sequence. Let's move forward!",
"performed_steps": [
{
"name": "Sort results by \"Price: Low to High\" using the sort dropdown",
"tools": [
"ClickTool(id='361')"
]
}
],
"changes": "URL did not change. The diff shows a couple of user-facing updates that add new interactive controls and a cleaner footer area. A new accessibility-oriented control set was added near the bottom: a non-modal, focusable dialog containing a vertical listbox with sort options (Featured, Price low-to-high, Price high-to-low, Avg. rating, Newest). This suggests a new sorting/filtering panel becomes available to the user. Additionally, the footer area gains a copyright line rendered as a standalone element, and there are reorganizations in the language/country and Amazon footer links (some labels were adjusted, e.g., current selection appears as a blank in English, and country/language blocks were rewrapped). The main product listing content is largely preserved but reorganized into a more uniform listitem structure in the after view."
}{
"explanation": "**Executing sorting action**\n\nI need to click on the \"Price: Low to High\" option in the sort listbox dialog. First, I’ll identify the element in the ARIA tree, where the listbox has an ID of 6296. The option I want, \"Price: Low to High,\" has the ID 6300, so I'll use the ClickTool with that ID. Before clicking, it makes sense to ensure focus. Then, I’ll perform the tool call and confirm when it’s done.",
"performed_steps": [
{
"name": "Click on \"Price: Low to High\" option in the sort listbox",
"tools": [
"ClickTool(id='6401')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=stainless+steel+double+bowl+kitchen+sink&s=price-asc-rank&qid=1774049800&ref=sr_st_price-asc-rank&ds=v1%3A7bZjrtbVFQ4uZFjmmSJwTBrfHfIlHrkd2bCy2PhDk50. Navigating from a generic search results view to a more polished product results page, with the page title updated for a cleaner header. The Amazon listing area now uses a slightly trimmed title casing and spacing, and the results area shows a much larger results count in the heading. The most noticeable user-visible content changes include the Sort by options flipping which one is selected (Price: Low to High becomes the active option instead of Featured) and the results header updating to reflect a larger total (1,000+ becomes over 5,000). There are also expanded details on individual result items (price lines, ratings, delivery estimates, and “Add to cart” actions) and a new complementary section offering personalized recommendations with sign-in prompts, replacing the previous minimal bottom-area structure. Additionally, several filter categories (Style, Brands, Delivery Day, etc.) have been reorganized or populated with different options, and a nearby “Your recently viewed items…” complement is now shown with a See personalized recommendations block."
}['Stainless Steel Kitchen Sink Set with Drain Basket, Drain Basket for Kitchen Sinks', '$53.38', 'No']
{
"explanation": "**Executing shipping filter action**\n\nI need to click on the \"Free Shipping by Amazon\" filter in the left sidebar. I've found it in the ARIA tree under the \"Eligible for Free Shipping\" group. It contains a list item with the link name and an ID of 4141; that's the one I want. So, I’ll use the ClickTool function with that ID. I’ll provide a brief reasoning, then proceed with the tool call to narrow the results.",
"performed_steps": [
{
"name": "Click on \"Free Shipping by Amazon\" or \"FREE delivery\" filter in the left sidebar to filter for products with free delivery",
"tools": [
"ClickTool(id='4141')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=stainless+steel+double+bowl+kitchen+sink&rh=n%3A21513205011%2Cp_76%3A1249152011&s=price-asc-rank&dc&ds=v1%3ApUnSMhzMP%2BFGKXJjN6aVeTR8VMxIDYVB9AWXRIi8w2M&qid=1774049842&rnid=1249150011&ref=sr_nr_p_76_1. The user stayed on the search results for stainless steel double bowl kitchen sinks, but the accessibility tree was largely rewritten and refreshed. A new shortcuts item was added to the Skip to menu, including a new Results entry, and several long filter blocks were trimmed or reworked to show a leaner set of filters (Material, Number of Holes, Color, Sink Count, Sustainability). Content-wise, many product entries were replaced with new or renamed items (different product headings, prices, stock levels, and Add to cart buttons), and several color options and \"colors available\" groupings were reorganized. The price filter UI was tightened (min/max values adjusted) and some pricing text was updated (eg, replacing large “over 5,000 results” counts with smaller numbers). Additionally, some ancillary sections (complementary, various off-page link groups) were collapsed or rewritten to a more concise structure."
}NOOP
['Sink Drain Strainer - Sink Stopper, 3-in-1 Kitchen Stainless Steel Drain Plug with Anti-Clog Basket, Pop-Up Cover Fits Standard 3-1/2” Openings for Double Bowl Kitchen Sinks - $13.45 List: $22.99', "Kitchen Sink Drain Strainer & Sink Stopper, Upgraded Stainless Steel Drain Plug Combo with Anti-Clog Basket, Pop Up Drain Cover for Standard 3-1/2'',Garbage Disposal Parts - $18.99", 'Upgraded 3 in 1 Kitchen Sink Drain Strainer - Stainless Steel Sink Stopper, Anti-Clogging Sink Food Catcher Basket, Fast Drainage Odor Filter Sink Plug for US Standard 3 1/2 inch Drain (Silver-2Pack) - $19.98', 'yeesport Stainless Steel Washing Up Bowl, Multi-Purpose Dish Tub for Sink, Large Square Container for Kitchen, Vegetable Washing Basin, Sturdy Dishpan for Home - $27.97', 'Stainless Steel Washing Up Bowl, Large Square Dish Tub for Kitchen Sink, 12.9 in Width Vegetable Washing Basin with Smooth Rim, Stable Flat Bottom Container for Home Cleaning - $29.90', 'Sink Racks,Sink Protectors for Kitchen Sink,Stainless Steel Sink Grid for Bottom of Sink 11.5"W x 13.8"L,Metal Sink Grate with Strainer,Centered Drain for Double Bowl with Corner Radius,2 pack - $35.99', 'Starstar 50/50 Double Bowl Kitchen Sink Bottom Two Grids, Stainless Steel Kitchen Sink Protector (11 5/8" x 13 9/16") - $44.99', 'Starstar 50/50 Double Bowl Kitchen Sink Matte Black 304 Stainless Steel Bottom Two Grids (11.75 x 14) - $59.99', 'BOCCHI 2300 2006MB Matte Black finished Stainless Steel 36 in. 1348 Farmhouse Apron Front Fireclay Double Bowl Kitchen Sink Grid - $102.61', 'Kingston Brass Gourmetier GKTD33227 Self Rimming Stainless Steel Double Bowl Kitchen Sink 33-Inch-Length by 22-Inch-Width by 7-Inch-Height, Brushed Stainless Steel - $105.99', 'MSI 31 inch Undermount 40/60 Double Bowl 18 Gauge Stainless Steel Kitchen Sink and Strainer - $127.49', 'Kindred Creemore 33-in LR x 22-in FB x 7-in DP Drop In Double Bowl 3-Hole Stainless Steel Kitchen Sink, CDLA3322-7-3N - $133.20', 'PROFLO PFSR332274A Bealeton 33" Drop In Double Basin Stainless Steel Kitchen Sink - Stainless Steel - $160.01', 'PROFLO PFSR332273A Bealeton 33" Drop In Double Basin Stainless Steel Kitchen Sink - Stainless Steel - $160.01', "Stainless Steel on 2 select item(s) Rhbamoa 33''x22'' Drop In Kitchen Sink Double Bowl,18-Gauge T304 Stainless Steel Kitchen Sink 33 Inch,Deep Top Mount Double sinks with Strainers - $154.59"]
{
"explanation": "",
"performed_steps": [
{
"name": "Click on the \"Kingston Brass Gourmetier GKTD33227 Self Rimming Stainless Steel Double Bowl Kitchen Sink\" product",
"tools": [
"ClickTool(id='2546')"
]
}
],
"changes": "URL did not change. No visible changes were made to the accessibility tree. The diff is empty, so there are no additions, removals, or modifications to elements or labels to describe. As a result, the user-visible content and structure appear unchanged."
}{
"explanation": "",
"performed_steps": [
{
"name": "Click on the product link for \"Kingston Brass Gourmetier GKTD33227\" kitchen sink to open its product page",
"tools": []
}
],
"changes": "URL did not change. No visible changes were made to the accessibility tree. The diff is empty, so there are no additions, removals, or modifications to elements or labels to describe. As a result, the user-visible content and structure appear unchanged."
}Check passed! The page shows 'FREE delivery' text next to several result items, and the results include multiple items described as double bowl kitchen sinks (e.g., headings mentioning 'Double Bowl Kitchen Sink' or similar). This indicates the filter text is present and double bowl sinks are included in the results.
['$126.99', 'FREE delivery']
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate back to the search results page",
"tools": [
"ClickTool(id='4425')"
]
}
],
"changes": "URL did not change. No visible changes were made to the accessibility tree. The diff is empty, so there are no additions, removals, or modifications to elements or labels to describe. As a result, the user-visible content and structure appear unchanged."
}{
"explanation": "**Navigating back to previous page**\n\nI need to navigate back to the previous page, and I've noticed there's a \"Previous\" button in the pagination that's currently disabled. This makes me think we might not be able to click it. The user asked to go back, so I'm considering whether to use the NavigateBackTool or the browser's back feature. Ultimately, I'll go ahead and use the NavigateBackTool since the instruction suggests that. Let's proceed with that!",
"performed_steps": [
{
"name": "Navigate back to the previous page",
"tools": [
"NavigateBackTool()"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=stainless+steel+double+bowl+kitchen+sink&s=price-asc-rank&qid=1774049800&ref=sr_st_price-asc-rank&ds=v1%3A7bZjrtbVFQ4uZFjmmSJwTBrfHfIlHrkd2bCy2PhDk50. You navigated from a generic Amazon search results view to an expanded, filter-rich results page for kitchen sinks. The content now includes a large set of updated product cards with new titles, prices, delivery estimates, and “Add to cart” actions, replacing several old items with many new ones. Key accessibility/content changes include a new Filters section (Filters for kitchen sinks) with groups for Installation Type, Shape, Material, Number of Holes, and Price range (now with a wider 0–150 range and a \"$44\" starting point changed to \"$5,000+\"), as well as updated color and seller options. Additionally, the footer area now surfaces a “complementary” block offering personalized recommendations and sign-in prompts, and the page header name has been reformatted for consistency."
}{
"explanation": "**Using navigation tool**\n\nI need to navigate to a specific URL, so I'll use the NavigateToUrlTool to get there. It’s straightforward; I just need to confirm that I'm using one tool for this action. Plus, I should provide some reasoning before actually calling the tool to ensure everything's clear. Let's go ahead and proceed with that!",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/s?k=stainless+steel+double+bowl+kitchen+sink&rh=n%3A21513205011%2Cp_76%3A1249152011&s=price-asc-rank",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/s?k=stainless+steel+double+bowl+kitchen+sink&rh=n%3A21513205011%2Cp_76%3A1249152011&s=price-asc-rank')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=stainless+steel+double+bowl+kitchen+sink&rh=n%3A21513205011%2Cp_76%3A1249152011&s=price-asc-rank. The UI updated the search results page context and filters. The page title was slightly reformatted (capitalization and spacing), and the results header now shows \"1-48 of 288 results\" instead of a much larger count, indicating a smaller, re-scoped result set. Most of the content changes are in the filters and product listings: several filter groups were renamed or replaced (eg, Material and Number of Holes sections moved/renamed to Sustainability Features, Sink Count, Deals & Discounts) and the color options were condensed with new color labels. The product list itself was heavily refreshed with many items removed and new items added, including updated product headings, prices, stock info, and occasional removal of certain helper blocks like \"Your recently viewed items\" and some option lines (e.g., \"Add to cart\" button placements were normalized). Overall, the page reflects a larger refresh of product tiles, colors, and filter taxonomy rather than minor content tweaks."
}The user asked for a list of all actual kitchen sink products with names and prices from the provided ARIA tree. While the page contains many items, it is not feasible to reliably extract a complete, accurate list of only actual kitchen sink products and their prices without potentially including accessories. Therefore, NOOP.
NOOP
['Sink Drain Strainer - Sink Stopper, 3-in-1 Kitchen Stainless Steel Drain Plug with Anti-Clog Basket, Pop-Up Cover Fits Standard 3-1/2” Openings for Double Bowl Kitchen Sinks - $13.45 List: $22.99', "Kitchen Sink Drain Strainer & Sink Stopper, Upgraded Stainless Steel Drain Plug Combo with Anti-Clog Basket, Pop Up Drain Cover for Standard 3-1/2'',Garbage Disposal Parts - $18.99", 'Upgraded 3 in 1 Kitchen Sink Drain Strainer - Stainless Steel Sink Stopper, Anti-Clogging Sink Food Catcher Basket, Fast Drainage Odor Filter Sink Plug for US Standard 3 1/2 inch Drain (Silver-2Pack) - $19.98', 'yeesport Stainless Steel Washing Up Bowl, Multi-Purpose Dish Tub for Sink, Large Square Container for Kitchen, Vegetable Washing Basin, Sturdy Dishpan for Home - $27.97', 'Stainless Steel Washing Up Bowl, Large Square Dish Tub for Kitchen Sink, 12.9 in Width Vegetable Washing Basin with Smooth Rim, Stable Flat Bottom Container for Home Cleaning - $29.90']
NOOP
{
"explanation": "**Scrolling for more products**\n\nI need to scroll down halfway to see more products. Since there's no direct scroll tool, it looks like I can use the ExecuteJavascriptTool to execute a scroll command. I’ll calculate halfway by dividing the total scroll height by two. The script will be `window.scrollTo(0, document.documentElement.scrollHeight/2)`. I plan to implement that and respond with confirmation afterward. So, I’m ready for that one tool call!",
"performed_steps": [
{
"name": "Scroll down halfway to see more products",
"tools": [
"ExecuteJavascriptTool(script='window.scrollTo({top: Math.max(0, document.documentElement.scrollHeight/2), behavior: 'smooth'});')"
]
}
],
"changes": "URL did not change. No visible changes were made to the accessibility tree. The diff is empty, so there are no additions, removals, or modifications to elements or labels to describe. As a result, the user-visible content and structure appear unchanged."
}['Gourmet Undermount Sink - Kitchen Tub - Brushed Stainless Steel, Corrosion Resistant, Modern Design - Easy Clean Up Balcony Indoor and Outdoor - LAREIRAS ECOSUL - 25.20 in - $60.00', 'Kingston Brass Gourmetier GKTD33226 Studio Self-Rimming Double Bowl Kitchen Sink - $105.99', 'Kitchen Sinks,33×19×10 inch Double Bowl Undermount Workstation Kitchen Sink - 16 Gauge 2.0mm Rim & 1.0mm Bowl, Brushed Stainless Steel, with Bottom Grids & Drain Assembly - $161.99', 'MSI 31 inch Undermount 40/60 Double Bowl 18 Gauge Stainless Steel Kitchen Sink and Strainer - $127.49', '33-inch Stainless Steel Topmount 3-hole 50/50 Double Bowl 8-inch Deep Kitchen Sink - $147.67', '30-inch Kitchen Sink, Double Bowl Drop-in/Top-Mount 304 Stainless Steel with Nano Coating, Includes Drain Assembly & Fruit Basket for Modern Kitchen - $119.00', 'Gourmet Undermount Sink - Kitchen Tub - Brushed Stainless Steel (duplicate sink listing in grid) - $60.00', 'PROFLO PFSR332274A Bealeton 33']
{
"explanation": "**Deciding on a tool call**\n\nI need to click on the link with id 2054 since it’s the simplest option. I’ll focus on that link and plan to use functions.ClickTool with the id 2054. So first, I'll make sure I'm deciding on the right element to interact with before proceeding with the tool call. This way, I can ensure everything goes smoothly with just one call. Let’s get started!",
"performed_steps": [
{
"name": "Click on the \"Kingston Brass Gourmetier GKTD33226 Studio Self-Rimming Double Bowl Kitchen Sink\" product link",
"tools": [
"ClickTool(id='2054')"
]
}
],
"changes": "URL changed to https://www.amazon.com/Kingston-Brass-Gourmetier-GKTD33226-Self-Rimming/dp/B007R64V0K/ref=sr_1_21?dib=eyJ2IjoiMSJ9.PCz_csT_7S3nbQJFMJu_qddxmuidUpj2JQdU2pjfrxO0NvQNHjCD0m7_cL5d6aFyPC-X75VfPGQEEgOGxU73ZPtO6tanAS8atD11NfN_JNA0FLDpfqmN7gd5fUkTysSYTujm-HdJVyPgxBjtfppqWp1mphwyj_ze3TTLn1cOqBgvN6eQcgStm5pILalRTR9oQ2El0hljz4xbOAdgFBVyXZ2WywmI-TMnY5kMp6eb5ZCmCfuHhsEE6yX40Cil0MQ4dhPXSFNn2tPfa2MYx9zvM8q1xGpO-EH2FfwnySqEuoU.kEfX7jJy7DabtPPGt-ItHsg_SE6nyrgFJkJnXFEg_yY&dib_tag=se&keywords=stainless%2Bsteel%2Bdouble%2Bbowl%2Bkitchen%2Bsink&qid=1774050083&refinements=p_76%3A1249152011&rps=1&sr=8-21&th=1. A specific product detail view was opened and largely replaces the prior generic search results view. The root area now represents a Kingston Brass GKTD33226 product page, with a much richer, item-focused layout and removed/ shifted earlier result-list chrome. Key content changes include: a dedicated product header with name and price, expanded product information (measurements, item details, warranty, and care), an “About this item” section with detailed bullet lists, image and media sections, and a prominent Buy/Add to cart flow. The page also introduces a full customer reviews area, top navigation within the product page (Back to top, widget jumps), related seller and brand blocks, and a set of inline controls (quantity selector, delivery options, protection plans) that were not present in the previous view."
}['Product name: Kingston Brass Gourmetier GKTD33226 Studio Self-Rimming Double Bowl Kitchen Sink, 33-Inch L × 22-Inch W × 6-Inch H, Brushed Stainless Steel', 'Price: $105.99', 'FREE delivery: FREE delivery March 27 - 30 (or fastest delivery Friday, March 27)', 'Key specifications: Bowl type: Double Bowl', 'Material: 304 Grade Stainless Steel', 'Dimensions: Size 33-Inch L × 22-Inch W × 6-Inch H; Left Bowl dimensions: 14-1/2']
Driver python-1774049443 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1774049443 Token usage statistics: - Total: 1023453 tokens (997653 input, 25800 output) - Cached: 44136 tokens (43242 input, 894 output)








Chrome driver started successfully (driver_id: python-1772325194) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. The page appears to have loaded the full Amazon homepage accessibility structure instead of a bare root. A comprehensive navigation and content map was added, including a skip-to-content menu, keyboard shortcuts, and a primary banner with search, language/account controls, and a large category menu. The main content now describes numerous rich regions and carousels (featured content, curated looks, device deals, trending sections, best sellers across many categories, and footer links). The content emphasizes images, headings, and interactive items (links, buttons, and lists) across multiple sections, plus a detailed footer with company information and policy links."
}{
"explanation": "",
"performed_steps": [
{
"name": "Search for \"Ride On Car\" in the Amazon search box and press Enter",
"tools": [
"TypeTool(id='133', text='Ride On Car')"
]
}
],
"changes": "URL did not change. The interface now presents an enhanced search experience. The Search Amazon box becomes focused and gains an associated autocomplete results container, showing a “Ride On Car” generic with a populated suggestions dialog (price-based options and multiple ride-on-sar items) and an image, all as an interactive dropdown. Additionally, a modal-like dialog with a grid of suggestions appears under the search, including many ride-on car options and a help/status line describing the additions. On the page, some interactive elements were updated (a featured carousel Previous slide button is now disabled), and rendering tweaks convert line breaks in many list links to InlineTextBox constructs for better accessibility, while one promotional link text was updated to reflect a different message."
}{
"explanation": "",
"performed_steps": [
{
"name": "Press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=Ride+On+Car&crid=KPI4UZAD2GST&sprefix=ride+on+car%2Caps%2C299&ref=nb_sb_noss_1. Navigated from a generic homepage view to a dedicated Ride On Car search results page. The page now centers a product listing experience with a sorter, a large grid/list of ride-on items, and a prominent “Results” header showing the count for “Ride On Car.” Key content changes include: the header/filters area expanded to include a Sort by combobox and a long list of individual product entries with titles, ratings, prices, and “Add to cart” actions; a new dialog element appears in the UI, and a set of refined content blocks like “Need help?”, related searches, and extensive refinement groups (Price, Age Range, Brands, etc.). There are also minor accessibility tweaks, such as adding a new shortcut item labeled Filters in the shortcuts menu and removing a prior autocomplete descriptor from the search box. A final addition appends a small extra RootWebArea placeholder, likely for layout consolidation or a11y summary."
}['Best Choice Products Kids 24V 2-Seater Electric Ride On Car Truck w/ 132lb Weight Capacity, Parent Control, Bluetooth, LED Lights - Pink — 4.5 out of 5 stars — 16,697 ratings', 'Best Choice Products 12V Kids Electric Vehicle Toy Ride On Car w/Parent Remote Control for Toddlers, Seat Harness, 61 lbs Weight Capacity, Locking Doors, Spring Suspension, Bluetooth - Black — 4.3 out of 5 stars — 21,035 ratings', 'Licensed Mercedes-Benz CLS 350 12V Ride On Car Truck for Kids, Ride on Toys for Toddlers w/Parent Control, Spring Suspension, Power Wheels for Girls w/Bluetooth, Music, LED Lights (Pink) — 4.5 out of 5 stars — 239 ratings', 'Best Choice Products 12V Electric Ride On Car Officially Licensed Ford Mustang w/Parent Control, LED Lights, 2 Speeds, Bluetooth - Blue — 4.6 out of 5 stars — 437 ratings', 'ELEMARA Licensed Mercedes-Benz AMG G63 Ride on Toys,12V Ride on Car with Remote Control,Rechargeable Battery,Flickering Lights/LED Lights, Bluetooth,Music & Horn, Soft Start, Low Battery Prompt,Black — 4.6 out of 5 stars — 149 ratings', 'Gotrax RT1 Ride on Toys for Toddlers 1.5-4, Safe 12V Lead-acid Battery up to 80 Minutes, Forward/Reverse 2 Gears, Max 1.5MPH Speed & 8" Big Tire, Electric Vehicle ATV Car Best Gift for Age1.5–4 Boy Girl — 4.5 out of 5 stars — 353 ratings', 'Best Choice Products 12V Kids Electric Ride On Car Officially Licensed Ford Mustang w/Parent Control, LED Lights, 2 Speeds, Bluetooth - Blue — 4.6 out of 5 stars — 437 ratings', 'Licensed Mercedes-Benz CLS 350 12V Ride On Car Truck for Kids, Ride on Toys for Toddlers w/Parent Control, Spring Suspension, Power Wheels for Girls w/Bluetooth, Music, LED Lights (Pink) — 4.5 out of 5 stars — 239 ratings', 'Best Choice Products 24V 2 Seater Ride On Car Truck 4x200W, EVA Tires, 4WD/2WD, Remote, LED Lights - Pink — 4.7 out of 5 stars — 782 ratings', '24V Kids Ride on Car, Kids Electric Vehicles Car Ride On Toy Truck for Toddlers 3-5 w/Remote Control, 400W Motor - Pink — 4.6 out of 5 stars — 782 ratings']
{
"explanation": "**Executing product link click**\n\nTo click on the product link, I should focus on the link with id 521. I want to ensure we handle this efficiently, considering accessibility. It seems best to use a single ClickTool call instead of anything more complex. I'll provide a brief reason for the action before executing, and then I'll make that final tool call to proceed. Let’s make sure everything runs smoothly!",
"performed_steps": [
{
"name": "Click on \"Best Choice Products 12V Kids Electric Vehicle Toy Ride On Car w/Parent Remote Control for Toddlers\" product link",
"tools": [
"ClickTool(id='521')"
]
}
],
"changes": "URL changed to https://www.amazon.com/Best-Choice-Products-Control-Suspension/dp/B07YC4VCYH/ref=sr_1_6?crid=KPI4UZAD2GST&dib=eyJ2IjoiMSJ9.8CHzqpPwNs92cuRGK5tQUX6XddcbjJv1RDv58TQv9KQC3AFldRHVhxmo_gZ5P3dxf1j2g4N-2Py2hLBUYvYg1qvsAGKb6GmhQiFzzndFpYSweGsZlo3iva_AlhQnUHjHFFBKKR2is6fIxOUZNf58E0H1iEypvpOLX-ix3t8vrF5YGeAR7tAK6FMg9c9x40bxq9tzYgXz-Uf7NV0yifdraaS269ArAUQQS09sRlHdxiG2g7z4US644aupUj5ul5pqZ3tza6puHa246TIVqylGGxBa5FpoOgx3mv3dsdnJmLc.Lo4LDgrZ5Jq7vAfWFLDSS0dC740xndUFiN0dX7kUGu0&dib_tag=se&keywords=Ride%2BOn%2BCar&qid=1772325305&sprefix=ride%2Bon%2Bcar%2Caps%2C299&sr=8-6&th=1. The diff shows you navigated from a generic search results view into a detailed product page for a Best Choice Products ride-on car. The product page was heavily expanded with a new main content structure, shifting emphasis from a filtering/search UI to in-depth product information, options, and media. Key content changes include: a long product title header, a dedicated product information section with specs and a table, stock, quantity picker, and Add to cart/Buy Now controls, more detailed buying options (color selections, protection plans, and compatibility messaging), and a rich array of content such as image/video galleries, customer reviews with filters, top reviews, and related/top-brand suggestions. There are also new sections for safety information, what's in the box, warranty, and brand details, plus a redesigned navigation within the product (Back to top, About this item, Similar, Product information, Reviews)."
}{
"explanation": "**Scrolling to reviews section**\n\nI need to scroll down to the customer reviews section, so I’m checking the ARIA tree for the right element. There’s a \"Customer reviews widget jump link\" and a heading for \"Top reviews from the United States.\" To actually perform the scroll, I can either simulate a Page Down key press or execute a JavaScript command to scroll to the specific heading. Using the ExecuteJavascriptTool, I could scroll to the heading with the id 3114. Let’s go ahead with that! **Executing scroll to reviews**\n\nI’m planning to use JavaScript to scroll smoothly to the element with id '3114'. I can do this with the command document.getElementById('3114').scrollIntoView({behavior:'smooth'}). This seems like a simple and effective method. I’ll utilize the functions.ExecuteJavascriptTool to run this script and then confirm that it worked properly. Let's make sure everything flows smoothly for the user!",
"performed_steps": [
{
"name": "Scroll down to the customer reviews section",
"tools": [
"ExecuteJavascriptTool(script='document.getElementById('3114') && document.getElementById('3114').scrollIntoView({behavior:'smooth', block:'start'});')"
]
}
],
"changes": "URL did not change. You navigated from a product detail view to a more accessibility-enhanced rendering of the same page, with several content tweaks applied to line breaks and text nodes. The most noticeable change is that plain LineBreak elements with a newline name (\" \") were replaced by empty-named LineBreaks that contain an InlineTextBox for the newline, making line breaks explicitly announced by assistive tech. In addition, a handful of content blocks were slightly restructured (for example, wrapping a vendor name inside an extra generic container, and grouping formula text with checkboxes and links under a single LabelText). The visible text content itself remains present, but these structural tweaks and the explicit inline text for breaks improve how screen readers expose the content."
}['Reviewer: Nicole Ross', 'Rating: 5.0 out of 5 stars', 'Title: Perfect Toy!', "Review text: This was the best gift for my son! Set up wasn't too difficult, the size works well for us since we store it in the house and didn't want it taking up too much space.The battery life is great. My mom lives about a quarter mile from our house and my son always wants to drive over to see his grandma. He'll do like 6 laps at a time from our house to hers just so he can wave to her and honk his horn. The longest we've gone is on a 3-mile walk and it didn't die. I wonder how far it can go on a charge, but we haven't taken it to that point. I'm impressed that it didn't die on us by the end of 3 miles.The"]
Driver python-1772325194 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772325194 Token usage statistics: - Total: 191345 tokens (186623 input, 4722 output) - Cached: 0 tokens (0 input, 0 output)









Chrome driver started successfully (driver_id: python-1773934775) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to a URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. First, I'll ensure I have the correct URL so that everything goes smoothly. Then, I'll confirm the action and provide some succinct reasoning for the navigation. It seems simple: just a single call to the tool should do it! After that, I’ll prepare my response for what comes next. Let's get started on this!",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. Navigated from a minimal root area to the full Amazon homepage structure. The updated accessibility tree now exposes an extensive header, navigation, and main content, including a skip-to menu, keyboard shortcut hints, language and account controls, and a large category/menu system. Key content changes include a prominent banner with search and location info, a rich carousel/featured content area with play/unmute controls, and numerous populated sections like Best Sellers in Kitchen, Books, Clothing, Home & Kitchen, and other departments. Each section includes labeled lists of items with images and links, clearly signaling interactive elements (e.g., product cards, category links, and language/country controls) for screen readers."
}{
"explanation": "**Following input actions**\n\nI’m considering how to execute the search input effectively. Instead of just pressing the Enter key, it’s easier to type and then click the Go button with id 148. The sequence makes sense: first, I’ll use the TypeTool to input text with id 141, and once that’s done, I’ll follow up with ClickTool to activate the Go button. Alright, let’s move forward with these actions!",
"performed_steps": [
{
"name": "Search for \"black hoodies mens Big and Tall\" in the search bar",
"tools": [
"TypeTool(id='141', text='black hoodies mens Big and Tall')"
]
}
],
"changes": "URL did not change. A search interaction was enhanced to show autocomplete behavior. The search box now has a focused state and is linked to an autocomplete results container, and it includes a default query string inside the box. A new suggestion dialog appears with multiple selectable suggestion buttons (nine items), presented in a grid inside a non-modal dialog, plus a status message indicating the additions. Additionally, a link label changed from “Easter gifts for adults Our Top 100+ basket stuffers” to “Shop curated festival styles.”"
}{
"explanation": "**Simulating the Enter key press**\n\nI need to simulate pressing the Enter key to submit a search. There's a search box with an ID and possibly a search input inside. I'll use the tool to PressKey with the key set to \"Enter.\" Although the instruction mentions that pressing a key works without focus, I want to be cautious. So, I'll just go ahead and perform the tool call to ensure it goes through smoothly.",
"performed_steps": [
{
"name": "Press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=black+hoodies+mens+Big+and+Tall&crid=1V85CAR3M43LT&sprefix=black+hoodies+mens+big+and+tall%2Caps%2C167&ref=nb_sb_noss_1. The UI shift shows navigation from a generic Amazon home context to a focused search results page for \"black hoodies mens Big and Tall,\" with a more prominent refinement and results area. The after-state introduces a large_FILTERS/refinement panel and sorting controls, including a Price slider (minimum and maximum) and a comprehensive set of filter groups (Delivery, Gender, Size, Brands, Pattern, Color, etc.), plus a pagination bar and help links. On the content side, there is an expanded product listing section with multiple grouped items (color options, ratings, prices, “Add to cart” actions) and added helper blocks (free shipping, deals, sustainability, and various category groupings). Minor line-break adjustments occur within link labels, and a new non-modal dialog placeholder appears, suggesting an accessible dialog for additional options."
}{
"explanation": "**Setting price filters**\n\nI need to filter by price range, specifically setting a minimum of 25 and a maximum of 50. In the ARIA tree, there are elements such as a group of price filters with sliders, where the Minimum price slider has id 6476 and Maximum price slider has id 6478. The Minimum price slider has a valuemin of 0, valuemax of 136, and valuetext of \"$25.\" For the Maximum slider, it’s set to a valuemin of 25 and valuemax of 136. I'll use the DragSliderTool to adjust these sliders accordingly. **Applying price filters**\n\nThe slider likely corresponds to numerical values, and I want to set the minimum to 25 and maximum to 50. I don’t see an explicit \"Apply\" button, but there is a \"Reset price range\" link that might serve that purpose. However, the instructions say to apply the filter, so maybe triggering changes will be automatic. After adjusting the sliders, I might need to press Enter to apply. But, hmm, it seems there’s no clear \"Apply\" option visible. **Setting and applying filters**\n\nI want to use the DragSliderTool to set the minimum price to 25 and the maximum to 50. After that, I need to find a way to apply these settings. I don't see an \"Apply\" button, though there's a \"Reset price range\" option, which isn't what I want. There is a \"Go\" button in search, but it isn’t useful here. Pressing Enter while the slider is focused might simulate applying the settings, although it’s not entirely reliable. I'll proceed with that as a final step. **Executing tool calls**\n\nI'm going to use the DragSliderTool to set the minimum price to 25 and the maximum price to 50. After that, I'll use the PressKeyTool to hit \"Enter\" to apply the changes. It seems like the app might require a click, but I'm not seeing a relevant option. Since these steps are sequential, I’ll execute them in order for safety. My plan is to chain the three calls: DragSliderTool for minimum, DragSliderTool for maximum, and then PressKeyTool for Enter.",
"performed_steps": [
{
"name": "Filter results by price range $25 to $50 by setting minimum price to 25 and maximum price to 50 and applying the filter",
"tools": [
"DragSliderTool(id='6476', value='25')"
]
}
],
"changes": "URL did not change. A minor text update occurred within a focusable label. The time value shown after “Ends in” was shortened from 08:32:42 to 08:32:00, changing only the displayed countdown. No structural changes or new interactive elements were introduced; only the user-visible timestamp inside the Ends in link was updated."
}{
"explanation": "**Setting price filter**\n\nI need to follow some steps: I should set the minimum price input to 25 and the maximum price to 50, then click the Go button. There's an ARIA tree with slider elements, including a group labeled \"Price\" with sliders for minimum and maximum prices. The sliders are settable, so I might need to simulate typing. I'll use the DragSliderTool to adjust the sliders to 25 and 50, then click the Go button to apply the filter. **Locating the Go button**\n\nI'm trying to clarify the situation with the \"Go\" button. There's a button in the search bar, but I can't find one in the price panel. After checking, I see options like \"Reset price range\" and \"Clear,\" but nothing labeled as \"Go.\" \nThe instruction mentions clicking a \"Go\" button to apply the price filter. I need to ensure I'm clicking the right one, which might be within the ARIA tree or specified elsewhere. It's crucial to double-check the correct button and its ID. **Identifying the appropriate Go button**\n\nIt looks like I can't find a \"Go\" button specifically under the price panel. I notice there's a button with id \"6,\" but it's not relevant here. The \"Go\" button in the header (id 154) triggers a search instead of applying the price filter, which isn’t what the user wants. Typically, Amazon has a \"Go\" button near the price range, but I'm not seeing the expected id. I can still drag the sliders and search for the proper button in the ARIA tree. **Attempting to apply the price filter**\n\nI’m thinking about clicking a \"Go\" button in the price panel, but I don't see one specifically labeled nearby. So, I'm planning to use the DragSliderTool to set the minimum slider (id 6476) to 25 and the maximum slider (id 6478) to 50. After that, I can click the button with id 154, which usually triggers a search. It’s not the ideal “Go” button for the price filter, but I’ll go ahead with it. I'll perform these actions in parallel. **Executing tools in parallel**\n\nI’m planning to use multi_tool_use.parallel to execute three tool uses at once. However, I’m a bit unsure if dragging the sliders is completely safe to do in parallel since they operate independently. But the wrapper suggests we can go ahead with parallel execution if possible. So, I’ll proceed with running all three tools in parallel anyway. I think this approach could speed things up, and I'm all set to call the function!",
"performed_steps": [
{
"name": "Find the minimum price input field and type 25, then find the maximum price input field and type 50, then click Go to apply the price filter",
"tools": [
"DragSliderTool(id='6476', value='25')",
"DragSliderTool(id='6478', value='50')",
"ClickTool(id='154')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=black+hoodies+mens+Big+and+Tall&ref=nb_sb_noss. Navigated from a generic search results view for hoodies to a heavily expanded product listing with richer detail and new filtering sections. The Amazon hoodie results now show extensive per-item content: multiple color swatches, rating details, price labels, and Add to cart controls, with numerous price strings and delivery estimates updated across items. In addition, new filter groups have been introduced (Lifestyle, Activity Type, Customizable Products, etc.), with individual filter items like Polyester, Cargo Pocket, and various sleeve styles added under Apparel Material and Sleeve categories. Some sections like Complementary items were shortened, and the content around personalization prompts and “See options” links was adjusted or removed, while a few product listings were renamed or updated to reflect different model names and ratings."
}{
"explanation": "**Planning price selection options**\n\nI’m considering how to set price ranges for searching on Amazon. First, I'll propose selecting the \"$25 to $40\" option while also checking for \"Deals & Discounts.” However, there’s a limitation since Amazon uses a price range slider that I can’t drag, just click. I'll examine using the DragSliderTool to determine values, but I might instead opt for the preset item range of \"$25 to $40.\" For a broader range, I might consider filtering further up to $50. **Implementing filtering options**\n\nI need to figure out how to respond to the question about filtering by best sellers, men's items, and a price range of $25 to $50. I'll first select \"Best Sellers,\" and then filter for \"Men.\" I can choose the preset \"$25 to $40\" option but should clarify that we can’t ensure the entire range from $40 to $50 is covered. I'll lay out the steps clearly: navigate to the URL, select Best Sellers, click on Men, and then apply the price filter. **Preparing function calls**\n\nI’m considering how to adjust the price filter to \"$40 to $50\" if necessary, by selecting the option with ID 6661. I think we can run these actions in parallel, but it might be more straightforward to do them sequentially. I’ll prepare function calls using the NavigateToUrlTool with the given URL first, followed by using the ClickTool for each ID in sequence. It's fine to do it one by one to keep things simple. Let’s get that organized!",
"performed_steps": [
{
"name": "Navigate to the URL https://www.amazon.com/s?k=black+hoodies+mens+Big+and+Tall&rh=p_72%3A1248879011%2Cp_36%3A2500-5000&s=review-rank to filter by best sellers, men's, and price $25-$50",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/s?k=black+hoodies+mens+Big+and+Tall&rh=p_72%3A1248879011%2Cp_36%3A2500-5000&s=review-rank')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=black+hoodies+mens+Big+and+Tall&rh=p_72%3A1248879011%2Cp_36%3A2500-5000&s=review-rank. Aimed to improve navigation and accessibility, the diff adds a quick jump to the results section and an updated sign-in area. The Skip to menu now includes a Results link, and a new Sign in block with a “New customer? Start here” prompt appears in the header region. On the results/catalog side, there are broad changes to content and filtering: many product color options have been added or renamed, with more color entries and “+N more” indicators. Several new filter groups and controls were introduced (eg, Price range sliders, reset/clear actions, and sections like Special Features, Sleeve Type, Activity Type, and Customizable/Seller blocks), replacing or augmenting previous filters. Price-related labels and options were updated (including minimum/maximum price sliders and various price strings), and some brand/product items were renamed or reorganized within the list of results."
}{
"explanation": "**Sorting results by Best Sellers**\n\nI need to sort the results by Best Sellers if that option's available. Right now, the ARIA tree shows the \"Avg. Customer Review\" is selected, but I'm keen on choosing Best Sellers instead. So, I should open the dropdown on the combobox to make that change. I’ll simulate a click on the combobox and then select the Best Sellers option. It seems I'll need to perform two actions sequentially with the ClickTool functions. Let’s go ahead with that!",
"performed_steps": [
{
"name": "Sort results by \"Best Sellers\" if there's a sort option available, or click on the sort dropdown and select \"Best Sellers\"",
"tools": [
"ClickTool(id='365')"
]
}
],
"changes": "URL did not change. The UI was cleaned up from a dense global header and extensive navigation to a focused, minimal sorting control. The large, multi-section navigation and footer content were removed, leaving only a simple modal-like element and a new sort mechanism. Specifically, a dialog element appears as a lightweight, non-modal placeholder, and a vertical listbox with six sorting options was added. The listbox includes options like Featured, Price (Low to High/High to Low), Avg. Customer Review (pre-selected), Newest Arrivals, and Best Sellers, with Avg. Customer Review shown as the focused/selected option."
}{
"explanation": "**Selecting Best Sellers option**\n\nI need to make sure we choose \"Best Sellers\" from the sort dropdown, and that means interacting with the listbox option that has the text \"Best Sellers.\" The ARIA tree shows that listbox id 5538 has that option with id 5554. There isn’t an API for selection, so I’ll click the element instead. I’ll use functions.ClickTool on id 5554, since it’s not currently selected. After that, I'll confirm the action with a brief message.",
"performed_steps": [
{
"name": "Select \"Best Sellers\" from the sort dropdown",
"tools": [
"ClickTool(id='5554')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=black+hoodies+mens+Big+and+Tall&rh=p_72%3A1248879011%2Cp_36%3A2500-5000&s=exact-aware-popularity-rank&qid=1773935135&ref=sr_st_exact-aware-popularity-rank&ds=v1%3AFZ7tcax7%2B9F%2FKgoQwwfv7vhmBfXz%2BjiGRt36wQvsW6c. The diff shows a major UI expansion rather than a simple label change. The page moves from an Amazon listing titled “black hoodies mens Big and Tall” to a robust, accessibility-minded layout that includes a Skip to main content navigation, keyboard shortcuts, a primary banner with search and language/account controls, and a comprehensive filters/brand panel alongside a large, multi-item product grid. Key visible changes include a detailed results header (1-48 of over 60,000 results), a complete product listing with color options, prices, delivery estimates, and Add to cart actions, plus extensive filter groups (Brand, Color, Size, Fit, Sleeve Type, Funds, etc.) and a new help/footer/complementary sections. These additions create a much richer, keyboard-friendly navigation experience and a fuller, more interactive search results page."
}['Mens Casual Cotton Hooded Collar Drawstring Hoodies Pullover Sweatshirts Casual Long Sleeve Shirts — $28.99 List: $34.99 — 4.5 out of 5 stars', "5 Pack Men's Fishing Shirts Long Sleeve UPF Sun Protection Hoodie Lightweight Hiking Running Swimming Athletic Shirt — $32.99 Typical: $34.99 — 4.6 out of 5 stars", '3 Pack Mens Sun Protection Fishing Hoodie with Face Mask UPF 50+ Long Sleeve Moisture Wicking Shirts — $33.99 — 4.2 out of 5 stars', "Men's Rival Fleece Hoodie — $33.00 List: $55.00 — 4.7 out of 5 stars", "3 Pack Men's UPF 50+ Sun Protection Hoodies, Long Sleeve Moisture Wicking Shirts with Face Mask for Fishing — $33.99 — 4.2 out of 5 stars", "Men's Fleece Pullover Hoodie Sweatshirt — $47.99 List: $65.00 — 4.8 out of 5 stars", 'Waitu Wearable Blanket Sweatshirt Gifts for Women and Men, Warm and Cozy Giant Blanket Hoodie — $39.99 — 4.8 out of 5 stars', "Men's Hoodie Sweatershirt Pullover Club Cotton With Big and Tall Sizes — $42.85 List: $65.00 — 4.7 out of 5 stars", "adidas Men's Essentials Fleece Hoodie — $32.93 List: $50.00 — 4.7 out of 5 stars", 'Men’s Athletic Hoodies Long Sleeve Fishing Shirts for Men UPF 50+ SPF UV Sun Protection Shirts Rash Guards — $31.44 List: $34.99 — 4.6 out of 5 stars']









Chrome driver started successfully (driver_id: python-1772326031) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. After that, I'll confirm the action. It’s probably best not to overdo any extra steps since I want to keep things clear and concise. I think a single tool call should be sufficient to get us there, so let's proceed with that plan and ensure everything goes smoothly!",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. The UI now presents the Amazon homepage as a full, richly labeled accessibility tree with a named root region and many interactive sections. The page adds a prominent navigation/shortcut system, a primary banner with a live search and language/account controls, and a large main area housing carousels, curated sections, and multiple category lists. Key changes include a comprehensive set of content regions and lists for product areas (e.g., Best Sellers in Computers, Grocery, Beauty, Home & Kitchen, Clothing, etc.), a feature carousel with previous/next slide controls, and an expanded footer with standard links and language/country selectors. There are also pluses for accessibility: skip-to content, clear language and region choices, and numerous focusable links and buttons throughout the header, navigation, and main content."
}{
"explanation": "**Executing search procedure**\n\nI need to search for a string in the search bar and press Enter. I have an ARIA tree with a search input element identified by <searchbox id=\"133\"> and a Go button with id 140. The instructions say to input \"surge protector 6 to 8 outlets\" in the search bar and hit Enter. I can simulate typing using TypeTool with id 133, then use PressKeyTool to press Enter. I’ll be executing these tool calls sequentially, not in parallel. Let’s go ahead!",
"performed_steps": [
{
"name": "Search for \"surge protector 6 to 8 outlets\" in the search bar and press Enter",
"tools": [
"TypeTool(id='133', text='surge protector 6 to 8 outlets')"
]
}
],
"changes": "URL did not change. A search-time autocomplete and suggestions flow were added. The Search Amazon box is now focused and linked to a dedicated autocomplete results container, and it includes a visible suggestion input showing the current query (surge protector 6 to 8 outlets). A new dialog appears with a grid of 10 suggestion rows, each with a button for a full suggestion and a polite status line describing the additions. Other accessibility and content tweaks are visible in the list/navigation area: the Previous slide button in the featured carousel is now shown as disabled, and several link items update their visible labels (e.g., a fast-shipping hint replaces an Easter-related phrase). Across many lists, line breaks have been replaced with inline text wrappers for line break announcements, refining how breaks are read by screen readers."
}{
"explanation": "**Simulating Enter press for search**\n\nI need to figure out how to submit the search by pressing Enter. There seems to be a search box with an id of 141 and its name is \"Search Amazon.\" Inside, there's an input field, maybe id 143, which contains the search term \"surge protector 6 to 8 outlets.\" It looks like pressing Enter while focused on this search box should trigger the 'Go' button, which is id 150. To simulate this action, I'll use the PressKeyTool with the key \"Enter.\" It's important to ensure the focus is on the search field first. **Focusing search box and pressing Enter**\n\nI need to focus on the search box by clicking on the element with id 141. The PressKey tool presses a key but doesn't set focus, so I'll need to click first. I shouldn't type with the TypeTool since it's unnecessary. It's safer to press Enter while the search box is focused. I'll use the ClickTool to focus on the search box and then immediately use the PressKeyTool to hit Enter. So, I'll perform the Click followed by the PressKey in that order.",
"performed_steps": [
{
"name": "Press Enter to submit the search",
"tools": [
"ClickTool(id='141')"
]
}
],
"changes": "URL did not change. A promotional item on the “Save on Amazon Devices” area updated its countdown. The link text that previously read “20% off Ends in 07:11:05” now shows “20% off Ends in 07:10:26,” indicating the remaining time decreased. The rest of the content, including the product image and surrounding hierarchy, remains the same; only the countdown value in the link label changed."
}{
"explanation": "**Planning a button click**\n\nI need to click the search/Go button, which has the text \"Go\" in the ARIA tree. It's structured under a generic name with the id=\"150\". So my plan is to use ClickTool with id 150 to perform the click. I’ll mention that I’m selecting the Go button with id 150 before executing the tool call. This way, everything is clear before I proceed with using functions.ClickTool. Let's make this happen!",
"performed_steps": [
{
"name": "Click the search/Go button to submit the search query",
"tools": [
"ClickTool(id='150')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=surge+protector+6+to+8+outlets&crid=2UKLK1HUD2TFI&sprefix=surge+protector+6+to+8+outlets%2Caps%2C185&ref=nb_sb_noss_1. A new search results experience was shown for a specific query, replacing the generic Amazon homepage with a surge-protector listing. The page now centers on a results grid with a header that includes “1-16 of 577 results for ‘surge protector 6 to 8 outlets’,” a Sort by combobox, and a prominent Results section listing many products. Key changes include a comprehensive refinements panel with grouped filters (Eligible for Free Shipping, Delivery Day, Customer Reviews, Number of Outlets, Special Features, Brands, Price/Length/Shape/Width, and more), plus a detailed, itemized product listing that shows price, ratings, shipping info, and an Add to cart action. Pagination appears in a dedicated navigation area, and there are new helper links like “Need help?” and “Skip to main search results.” A small dialog placeholder was added, and several line-break elements were normalized for cleaner reading of product entries."
}{
"explanation": "**Executing filter selection**\n\nI need to click on the \"4 Stars & Up\" filter under Customer Reviews. In the ARIA tree, there's a list that has the clickable element titled \"& Up,\" which is likely my focus. The element ID for it seems to be 1907. I think I can confirm this because it indicates that it's a focusable link. So, I'll plan to perform a click on element 1907 using the ClickTool function. Let's proceed with that action!",
"performed_steps": [
{
"name": "Click on the \"4 Stars & Up\" filter under Customer Reviews in the left sidebar",
"tools": [
"ClickTool(id='1907')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=surge+protector+6+to+8+outlets&rh=p_72%3A1248879011&dc&crid=2UKLK1HUD2TFI&qid=1772326215&rnid=1248877011&sprefix=surge+protector+6+to+8+outlets%2Caps%2C185&ref=sr_nr_p_72_1&ds=v1%3AuWgud7CttC4IhDUDS8e2hQlcFtHCCCKQRV0ugAICjfo. The Amazon search results page has been updated to show a much larger result set and a more feature-rich listing layout. The page title for the surge protector search was expanded/renamed, and the results count increased from 577 to over 1,000, indicating more items are now displayed. Content changes focus on product details: many listing entries have been replaced with new product titles, ratings, prices, and offer counts, and several items now show updated price text or different ratings. There are UI tweaks in the accessibility tree such as wrapping Add to cart buttons in extra wrappers, and line breaks are now represented with empty-named LineBreak elements and InlineTextBox children. A new complementary section with personalized recommendations and sign-in prompts was added, along with some new filter and category items under Seller and other menus."
}{
"explanation": "**Setting a price filter**\n\nI need to set a maximum price filter of $25. In the ARIA tree, there's a Price group with minimum and maximum sliders and options like \"Up to $15,\" \"$15 to $20,\" and \"$20 to $45.\" To meet the requirement, I might select \"Up to $15\" or \"$15 to $20.\" Also, there’s a Max slider with a valuetext of \"$84+\" which seems incorrect. I can set the maximum price slider to 25 to ensure accuracy. **Setting the slider value**\n\nI need to use the DragSliderTool to set the slider with ID 2581 to a value of 25. I should also ensure that the minimum range is set to 0. It seems like we only need one tool for this task, but I want to make sure I'm clear in my plan before I call it. So, I'll proceed with the function call using functions.DragSliderTool with ID 2581 and the value 25. Let's get started!",
"performed_steps": [
{
"name": "Set a maximum price filter of $25. Look for a price range input or \"Under $25\" option in the left sidebar",
"tools": [
"DragSliderTool(id='2581', value='25')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=surge+protector+6+to+8+outlets&rh=p_72%3A1248879011&dc=&crid=2UKLK1HUD2TFI&qid=1772326276&rnid=386442011&sprefix=surge+protector+6+to+8+outlets%2Caps%2C185&ref=sr_nr_p_36_0_0&low-price=&high-price=27. The page now appears to show a more generic search results view with updated header text and filters. The listing area header includes a price range in the page title, and the total results count changed from “over 1,000 results” to “572 results,” reflecting a different result set or filtering. Content changes are broad: many individual product entries were replaced with different Surge Protector listings, including new titles, ratings, and price links. A price-filter UI was added near the top with minimum and maximum price sliders, plus Reset price range and Clear controls, and a Carbon impact button was introduced in one listing area."
}Error: Message: invalid element state: Element is not currently interactable and may not be manipulated (Session info: chrome=145.0.7632.117) Stacktrace: 0 chromedriver 0x00000001029916b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x0000000102989a50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x000000010246656c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 75432 3 chromedriver 0x000000010246c7ac _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 100584 4 chromedriver 0x000000010246ea2c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 109416 5 chromedriver 0x000000010246eae4 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 109600 6 chromedriver 0x00000001024a7c30 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 343404 7 chromedriver 0x00000001024a525c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332696 8 chromedriver 0x00000001024ee620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 9 chromedriver 0x00000001024a3b9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 10 chromedriver 0x0000000102950680 cxxbridge1$str$ptr + 2861308 11 chromedriver 0x0000000102953dd4 cxxbridge1$str$ptr + 2875472 12 chromedriver 0x0000000102935a7c cxxbridge1$str$ptr + 2751736 13 chromedriver 0x0000000102954658 cxxbridge1$str$ptr + 2877652 14 chromedriver 0x0000000102925ffc cxxbridge1$str$ptr + 2687608 15 chromedriver 0x0000000102978d78 cxxbridge1$str$ptr + 3026932 16 chromedriver 0x0000000102978ef4 cxxbridge1$str$ptr + 3027312 17 chromedriver 0x00000001029896a8 cxxbridge1$str$ptr + 3094820 18 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 19 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "**Navigating to URL**\n\nI need to navigate to the URL using the NavigateToUrlTool. First, I’ll confirm the plan to make sure everything's in order, then I'll call the tool with the provided URL string. Once that’s done, I want to send a final message summarizing the action taken. It feels straightforward, just a few steps to follow, and then I’ll be able to update the user about it. Let’s go ahead and do this!",
"performed_steps": [
{
"name": "Navigate to URL: https://www.amazon.com/s?k=surge+protector+6+to+8+outlets&rh=p_72%3A1248879011%2Cp_36%3A-2500&dc&sprefix=surge+protector+6+to+8+outlets%2Caps%2C185",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/s?k=surge+protector+6+to+8+outlets&rh=p_72%3A1248879011%2Cp_36%3A-2500&dc&sprefix=surge+protector+6+to+8+outlets%2Caps%2C185')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=surge+protector+6+to+8+outlets&rh=p_72%3A1248879011%2Cp_36%3A-2500&dc&sprefix=surge+protector+6+to+8+outlets%2Caps%2C185. Navigated from a search results page to a refined, attribute-heavy results view. The page title now uses a normalized product-search name and the results count text updated from “572 results” to “505 results,” reflecting a revised results set. A large portion of the product list grew, with numerous product entries replaced, added, or renamed, and several price and rating details updated to reflect new data. Filter and complementary areas were adjusted: the Number of Outlets filter now includes new items (Under 3 Outlets, 3 to 5 Outlets, Weather/ Usb-related options renamed) and price range controls were tightened (minimum and maximum price labels and slider ranges updated to reflect smaller max values). Some UI chrome within item cards was simplified (removal of extra LineBreaks, consolidation of “Add to cart” button placement), and the complementary recommendations block was replaced with an empty placeholder, indicating a content reduction in that section."
}['Surge Protector Power Strip - Nuetsa Flat Plug Extension Cord with 8 Outlets and 4 USB Ports, 6 Feet Power Cord (1625W/13A), 2700 Joules, ETL Listed, Black | $14.99 List: $17.99 | 4.7 out of 5 stars | 8 Outlets', '6 Ft Surge Protector Power Strip - 8 Widely Outlets with 4 USB Ports, 3 Side Outlet Extender with 6 Feet Extension Cord, Flat Plug, Wall Mount, Desk USB Charging Station, ETL, White | $8.99 List Price: $12.48 | 4.6 out of 5 stars | 8 Widely Outlets', 'Surge Protector Power Strip - 6 Ft Flat Plug Extension Cord with 8 Widely Outlets and 4 USB Ports(1 USB C), 3 Side Outlet Extender for Home Office, White, ETL Listed | $9.99 List: $14.99 | 4.6 out of 5 stars | 8 Widely Outlets', 'GE Surge Protector Power Strip, 8 Ft Extension Cord, 6 Outlet Extender, 1300 Joules, Flat Plug, Twist-to-Close Safety Covers, ETL Listed, Black, 33662 | $15.34 ( $1.92 /feet) List: $17.99 | 4.8 out of 5 stars | 6 Outlet Extender', '6 Ft Flat Plug Surge Protector Power Strip, 11 Multiple AC Outlets with 6 USB Ports (2 USB C), 6 Feet Extension Cord, Flat Plug, Wall Mount, DESK USB Charging Station, ETL Listed, White | $17.99 List: $25.99 | 4.6 out of 5 stars | 11 Multiple AC Outlets']
Driver python-1772326031 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772326031 Token usage statistics: - Total: 232781 tokens (228848 input, 3933 output) - Cached: 24234 tokens (23790 input, 444 output)















Chrome driver started successfully (driver_id: python-1774103292) Model: azure_openai/gpt-5-nano
{
"explanation": "I need to navigate to a specific URL, and I think I'll use tools for that. Since we only need one tool here, I’ll go with the NavigateToUrlTool. First, I’ll make the decision to switch to the URL, and then I’ll call the tool with the relevant URL. After that, I'll confirm to the user that the navigation has been completed. It's a pretty straightforward process!",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. The UI was enhanced to present a full Amazon homepage accessibility structure rather than a minimal root. The after diff adds a named, focusable RootWebArea and an extensive primary navigation banner with shortcuts, language/region controls, account/cart items, a large search box, and a comprehensive category menu. Content-wise, the main area now includes a featured content carousel with video play controls, multiple large product sections (Best Sellers in Books, Computers & Accessories, Kitchen & Dining, Fashion, Beauty, Toys & Games, etc.), and numerous product grids with images and links. The footer expands into rich informational sections (Let Us Help You, Amazon Payment Products, Shop on Amazon topics) and a detailed set of auxiliary navigation and language/country options, plus a complementary “Your recently viewed items” area."
}{
"explanation": "**Searching for shoes**\n\nI need to search for \"mens running shoes black size 7\" in the search box. First, I should identify the search box by finding the element ID. In the ARIA tree, it looks like the search box has id=\"141\" and name \"Search Amazon.\" So, the actual input element is this one. I'll type my text into it using TypeTool and then probably click the Go button with id 148. It seems straightforward. I'll just focus on typing into the search box first.",
"performed_steps": [
{
"name": "Search for \"mens running shoes black size 7\" in the search box",
"tools": [
"TypeTool(id='141', text='mens running shoes black size 7')"
]
}
],
"changes": "URL did not change. Browsing the Amazon page now marks the main search box as focused and expands autocomplete interactions. The search box is enhanced with a controls attribute and an inline suggestion box, and it pre-populates with the current query “mens running shoes black size 7.” Additionally, a non-modal suggestion dialog appears under the search area, presenting six inline product-suggestion rows (shoe variants) with a labeled status describing additions. In the content feed, a video area was introduced: a new region containing a Video element with Play and Unmute controls, alongside a related link and updated labeling for the surrounding content. The root area itself also gains a focused state to reflect the user’s current focus."
}{
"explanation": "",
"performed_steps": [
{
"name": "Press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=mens+running+shoes+black+size+7&crid=2DSMR01P3SZU1&sprefix=mens+running+shoes+black+size+7%2Caps%2C166&ref=nb_sb_noss_1. A search-results flow was updated with a tighter, more accessible page structure. The page title now reflects a specific product query (mens running shoes black size 7) and a shortcuts/skip-to menu was added to aid quick navigation. Key content changes include a redesigned results area: a prominent “1-48 of over 20,000 results for\" heading with a Sort by control, and a much larger, structured filter/refinement panel. The refinements are grouped into categories (Delivery Day, Gender/Men, Shoe Size, Brands, Color, Price sliders, and more) with explicit interactive controls (sliders for price, several filter buttons, and “See more” options). The previous heavy banner/carousel and many image-driven sections were removed or replaced by this more concise, keyboard- and screen-reader-friendly filter set, plus a new Help/Skip links and a simple pagination region."
}{
"explanation": "",
"performed_steps": [
{
"name": "Filter results by clicking \"4 Stars & Up\" in the customer review rating filter",
"tools": [
"ClickTool(id='6530')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=mens+running+shoes+black+size+7&rh=n%3A21514848011%2Cp_n_g-1003465852111%3A24436296011&dc&ds=v1%3AqjpXJrzOA%2FaxFbSukptu3eyItUZyeOPyFo3kF7MQS5A&crid=2DSMR01P3SZU1&qid=1774103335&rnid=24436292011&sprefix=mens+running+shoes+black+size+7%2Caps%2C166&ref=sr_nr_p_n_g-1003465852111_1. A user landed on a search results page and the header text updated to reflect a smaller results count. The \"1-48 of over 20,000 results for\" message was changed to \"1-48 of over 10,000 results for,\" and related header sections were adjusted accordingly. The results grid itself was heavily overhauled: product entries, color swatches, and price blocks were replaced with new sets of brands, color combos, ratings, and prices, with several price values and delivery estimates updated. In addition, filtering UI gained new grouped categories (eg, Shoe Outer Material, Pattern, Seasons, Shoe Toe Style, Strap Type, etc.) and some filter labels were renamed (for example Waterproof instead of Water Resistant). Throughout, more “See more” options and several additional color/pattern entries were introduced, while many previously shown items were removed or replaced."
}{
"explanation": "**Filtering by price options**\n\nI need to outline the steps for filtering items under $50. I can set the maximum price to 50, or click on price filter links like \"Under $25\" or \"$25 to $50.\" In the ARIA tree, there's a \"Price\" group with a slider and a list of price ranges. For options below $50, I'd select \"Up to $35\" or \"$35 to $45,\" but clicking \"$45 to $70\" includes prices over $50, so that's not right for this filter. **Addressing price filter options**\n\nI need to follow the instruction to set the maximum price to $50 or click on price filters like \"Under $25\" or \"$25 to $50.\" However, in the ARIA list, it seems there aren't exact labels for those options. Instead, I see \"Up to $35,\" \"$35 to $45,\" \"$45 to $70,\" and \"$70 and above.\" So I need to figure out how to best navigate this discrepancy and provide the user with a clear path to filter correctly. **Mapping price filters**\n\nIt looks like \"Under $50\" might correspond to the range \"$45 to $70,\" but that’s not exact. The instruction mentions links for those prices, though they aren't all present. Instead, I can click on \"Up to $35\" or \"$35 to $45,\" both of which fall under $50. The user needs to filter by setting the max price to 50 or clicking specific price filter links. So, I should choose either \"$35 to $45\" or \"Up to $35\" to satisfy the requirement. It’s time to execute those tool calls! **Deciding on link selection**\n\nI’ve decided to click on the \"$35 to $45\" link. The element with ID \"6462\" corresponds to this price range in the list. The snippet shows the list items: ID 6457 is \"Up to $35,\" 6461 is \"$35 to $45,\" and 6465 is \"$45 to $70.\" So, I'll use the ClickTool function with ID 6462, which is specifically for the link I need. This will be a single tool call, and I'll confirm the action afterward. No parallel calls are necessary here!",
"performed_steps": [
{
"name": "Filter by price under $50 - set maximum price to 50 or click on \"Under $25\" or \"$25 to $50\" price filter link",
"tools": [
"ClickTool(id='6462')"
]
}
],
"changes": "URL did not change. The user’s focus moved to the main listing page. The root web area for the item now has an explicit focused state. Other content remains the same; the shortcuts menu under it is still present and focusable, but there are no changes to structure or labels besides the added focus indicator on the listing page."
}{
"explanation": "**Interacting with price filter**\n\nI need to locate the maximum price input field to enter \"50\" and then click \"Go\" to filter the results under $50. It looks like there's a price filter with sliders in the ARIA tree, identified by ids. I should definitely focus on the maximum price slider as it seems to provide both a graphic and numeric entry. The instruction is clear: I’ll type \"50\" in the designated field and make sure it’s the slider input I’m working with. **Setting maximum price**\n\nI see that the layout includes a slider element with id 6455 that has a valuetext of \"$380+\", and I might be able to find a numeric input for the max price, though it’s not clear. I can set the maximum price to 50 using the DragSliderTool, as the slider supports settable values. It’s likely that entering 50 corresponds to pricing correctly. I'll adjust the slider to 50 and then find the \"Go\" button in the price area to apply my filter. **Finding the Go button**\n\nIt seems there might be a \"Go\" button for price filtering that isn't easily visible. In the ARIA tree, I don't see a \"Go\" button in the price group, but there's one in the search bar. The instructions mention clicking \"Go\" to filter under $50, yet it feels unclear. After setting the maximum price to 50, I’ll need to locate the \"Go\" link in the price filter list, but I can’t find it. There may be another option with an id, but that's also absent. **Searching for the Go button**\n\nI’m looking for a \"Go\" button, possibly with an id of 6458, but I don't see it. There's a list item for \"Up to $35,\" not helpful. My plan is to set the maximum price slider to 50 using DragSliderTool on id 6455 and find a \"Go\" button in the price group. If that doesn't work, there's a button near the search area, but I need to click within the price group. I just want to make sure I find the right button! **Executing price filter steps**\n\nI plan to use the DragSliderTool on id 6455 to set the maximum price to 50, then simulate pressing Enter. However, it seems I can't do both in parallel, so I'll perform these actions sequentially: first adjusting the slider and then clicking the appropriate \"Go\" button. The ideal one isn’t clear, but I can click the \"Go\" button in the search area instead, even if it's not perfect for the price filter. I'll proceed with these two actions to ensure the filter gets applied.",
"performed_steps": [
{
"name": "Find the maximum price input field and type \"50\", then click Go to filter by price under $50",
"tools": [
"DragSliderTool(id='6455', value='50')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=mens+running+shoes+black+size+7&rh=n%3A21514848011%2Cp_n_g-1003465852111%3A24436296011&dc=&crid=2DSMR01P3SZU1&qid=1774103388&rnid=2661611011&sprefix=mens+running+shoes+black+size+7%2Caps%2C166&ref=sr_nr_p_36_0_0&low-price=&high-price=70. Naviation flow remains on the same search results page, but the page content has been heavily overhauled to present a much more detailed product grid. The root area title was expanded to include product-type descriptors, and the results list now shows richer per-item content with color swatches, multiple color options, ratings, and price details for each listing. Key changes include the introduction and reorganization of filter/group sections (eg, Shoes Special Features, Shoes Lifestyle, Height Map, Pattern, and various color groups) and the addition of a “complementary” area offering personalized recommendations with a sign-in prompt. The overall list of products also grew more varied in branding and variant naming, with more color-patter nlabels and pricing lines shown inline for each item."
}{
"explanation": "**Navigating to a URL**\n\nI need to provide steps for navigating to a specific URL given by the user in the ARIA tree. This involves using the NavigateToUrlTool to perform the action. I’ll extract the URL from the prompt and then confirm the navigation process. So, I'll go ahead and call the tool to execute it properly. It's all about making sure the user gets the navigation they need!",
"performed_steps": [
{
"name": "Navigate to URL: https://www.amazon.com/s?k=mens+running+shoes+black&rh=n%3A7147441011%2Cp_n_review_stars_combined%3A4plus%2Cp_n_size_browse-vebin%3A1285088011&low-price=&high-price=50",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/s?k=mens+running+shoes+black&rh=n%3A7147441011%2Cp_n_review_stars_combined%3A4plus%2Cp_n_size_browse-vebin%3A1285088011&low-price=&high-price=50')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=mens+running+shoes+black&rh=n%3A7147441011%2Cp_n_review_stars_combined%3A4plus%2Cp_n_size_browse-vebin%3A1285088011%2Cp_36%3A-5000. Browsing/searching results was updated to a more generalized, department-wide results view with a broader product set. The page title and shortcuts area were revised (the product page title was shortened and the shortcuts item renamed \"Filters\" to \"Results\"), and the results header now states showing 20,000+ results instead of 8,000. On the content side, the listing grid/list was replaced with many new product entries across brands (e.g., adidas, Nike, Under Armour, New Balance) including updated prices, ratings, delivery estimates, and “Add to cart” actions. Several refinements panels were collapsed or removed, new summary headings like \"Showing results from All Departments\" and \"No results for mens running shoes black in Men\" were added, and the color/variant options were extensively rewritten with different color names and counts."
}{
"explanation": "**Navigating to URL**\n\nI need to use the NavigateToUrl tool for an automated task. First, I’ll confirm that I’m navigating to the specified URL. Then, I'll call the functions.NavigateToUrlTool with the appropriate URL. I’m deciding whether to use multi_tool_use or just go with a direct call. It seems simpler to just call the function directly. Let’s get this navigation done! I'll make sure to mention that I've successfully navigated afterward.",
"performed_steps": [
{
"name": "Navigate to URL: https://www.amazon.com/s?k=mens+running+shoes+black&i=fashion&rh=p_n_review_stars_combined%3A4plus%2Cp_36%3A-5000%2Cp_n_size_browse-vebin%3A1285088011&s=review-rank",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/s?k=mens+running+shoes+black&i=fashion&rh=p_n_review_stars_combined%3A4plus%2Cp_36%3A-5000%2Cp_n_size_browse-vebin%3A1285088011&s=review-rank')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=mens+running+shoes+black&i=fashion&rh=p_n_review_stars_combined%3A4plus%2Cp_36%3A-5000%2Cp_n_size_browse-vebin%3A1285088011&s=review-rank. Navigated from a generic department view to a refined product listing focused on Clothing, Shoes & Jewelry. The accessibility tree now labels the department header as Clothing, Shoes & Jewelry (instead of Men’s Clothing, Shoes & Jewelry) and the search dropdown shows All Departments, Alexa Skills, etc., with Clothing, Shoes & Jewelry selected. Key content updates include a substantial expansion and reshaping of the product list (new color options, multiple brands like Adidas, Nike, Brooks, etc., and numerous “Add to cart” and price entries), a new Sign in area with a notice for new customers, and updated result counts and messaging (e.g., 1-48 of over 5,000 results instead of over 20,000). Minor accessibility-text tweaks are also present, such as adjustments to LineBreak/InlineTextBox tokens and some price/describedby attributes."
}['MAYKX Running Shoes for Men Tennis Walking Sneakers Lightweight Breathable Athletic Gym Shoes Comfortable Sports Fashion Sneakers for Workout Jogging — $39.99 — 5.0 out of 5 stars, 58 ratings', 'Fila Men's Mb Fashion Sneaker — $59.90 — 4.8 out of 5 stars, 2,517 ratings', 'adidas Men's SneakerTrail Running Shoe — $188.10 — 4.8 out of 5 stars, 1,122 ratings', 'Skechers Men's Aero Burst Hands Free Slip-ins — $129.90 — 4.8 out of 5 stars, 104 ratings', 'Mevlzz Men's Air Cushion Running Shoes Walking Jogging Fitness Gym Fashion Sneakers Lace Up Casual Comfortable Tennis Sport Athletic Trainers — $38.99 — 4.9 out of 5 stars, 41 ratings']
{
"explanation": "",
"performed_steps": [
{
"name": "Click on the first product \"MAYKX Running Shoes for Men\"",
"tools": [
"ClickTool(id='446')"
]
}
],
"changes": "URL changed to https://www.amazon.com/MAYKX-Sneakers-Lightweight-Breathable-Comfortable/dp/B0GRLYGPQ7/ref=sr_1_1?dib=eyJ2IjoiMSJ9.8tyFXi4R6MwRY3Q22nikVegi9T8IOPLheFludZHx3w61kJF602j8Mg9SJb02fGksk3SSQDS0w09sfWG_HH2iIVK7v2bFzO5Q4Xhg-USv9U5jZ-7Q7zupoP8yPZ_h1YTJYO76MF2ZisVdIyDN6r1DtGBmNJLmIVfOgE-CnhQ9tJvAl9ANB31EHpslwVIlkxSg3w1Sm1stpC8haKROC_syw2SFmtQwyyLp2Zo39zeWp9M7UTMS5EtSU5ZBFUqCHtBjiL-aFwppwghzU5_pjEtuk8ihH223uIVR1UwqHDTVNZc.07gRS7B7oFregGFfoMVTUsHaVsg6zswQxsZ0DqLRO5U&dib_tag=se&keywords=mens%2Brunning%2Bshoes%2Bblack&qid=1774103588&s=apparel&sr=1-1&th=1&psc=1. The diff shows the user navigated from a generic Amazon search result page to a detailed, product-detail view for a MAYKX running shoe. The product title in the root area was expanded to a long, descriptive name, and the page’s content was reorganized from a simple results layout into a full detail view with sections for item specifics, product details, images, a color/size selector, and purchasing options. Key user-visible changes include a new “About this item” section with breathing room for features, a product gallery with color/size radios and a Buy/Add to cart flow, and a separate “Product details” area that lists department, availability, ASIN, warranty, and reviews. The Reviews area was substantially expanded with top reviews, reviewer metadata, and “See options/Translate” actions, plus a new Video/Media section and a styling carousel of related content."
}{
"explanation": "**Clarifying color selection**\n\nI see that the black color option is currently selected. Since it’s already chosen, I don't need to take any further action here. I should just confirm this to keep things clear for the user. It's straightforward, but I want to make sure the user knows everything is set up as they want it. I'll phrase my response to reflect that simplicity.",
"performed_steps": [
{
"name": "Select the Black color option if available",
"tools": []
}
],
"changes": "URL did not change. No user-visible changes were detected. The accessibility tree diff is empty, so the current UI structure and content remain as before. If you have another diff or a specific area to inspect, I can summarize the changes accordingly."
}{
"explanation": "**Selecting size option**\n\nI need to select size 7 from the dropdown options. The ARIA tree indicates there's a size selection block with the name \"Selected Size is.\" I see a radiogroup with options like 7 and 7.5, where 7 is currently unchecked, and 7.5 is checked. I’ll interact by clicking the radio button for size 7, which has the ID 906. I’ll perform this action using the ClickTool on that element ID. Let’s proceed with this!",
"performed_steps": [
{
"name": "Select size 7 from the size dropdown or size options",
"tools": [
"ClickTool(id='906')"
]
}
],
"changes": "URL changed to https://www.amazon.com/MAYKX-Sneakers-Lightweight-Breathable-Comfortable/dp/B0GRLNPF62/ref=sr_1_1?dib=eyJ2IjoiMSJ9.8tyFXi4R6MwRY3Q22nikVegi9T8IOPLheFludZHx3w61kJF602j8Mg9SJb02fGksk3SSQDS0w09sfWG_HH2iIVK7v2bFzO5Q4Xhg-USv9U5jZ-7Q7zupoP8yPZ_h1YTJYO76MF2ZisVdIyDN6r1DtGBmNJLmIVfOgE-CnhQ9tJvAl9ANB31EHpslwVIlkxSg3w1Sm1stpC8haKROC_syw2SFmtQwyyLp2Zo39zeWp9M7UTMS5EtSU5ZBFUqCHtBjiL-aFwppwghzU5_pjEtuk8ihH223uIVR1UwqHDTVNZc.07gRS7B7oFregGFfoMVTUsHaVsg6zswQxsZ0DqLRO5U&dib_tag=se&keywords=mens%2Brunning%2Bshoes%2Bblack&qid=1774103588&s=apparel&sr=1-1&th=1&psc=1. You navigated to a product detail page and now the page has a focused state on the main area. The content notes a size selection update and related option state: the Selected Size message now reads with a corrected value, and the size radio group marks 7 as the focused/checked option. Additionally, several product listing details were revised: color/brand options were replaced with new labels (Groove, Medium Vintage, Bull), price values updated (e.g., $198.00 down to $66.84; another item from $16.80 to $24.99), and an ad/feedback area was altered from a Sponsored ad label to a dedicated Sponsored button. A new “Review this product” section was added with prompts to share feedback, and a minor structural addition (empty generic) was inserted."
}['$39.99', 'Black', 7]
{
"explanation": "**Clicking \"Add to Cart\"**\n\nI need to click the \"Add to Cart\" button. In the ARIA tree, I've found a button with the ID 1371 labeled \"Add to cart.\" I’ll make sure it corresponds with the button near the price. So, I’m going to use the ClickTool function with ID 1371. After clicking, I’ll confirm that the action was successful. There’s no need for any parallel actions here. Let’s do this!",
"performed_steps": [
{
"name": "Click the \"Add to Cart\" button",
"tools": [
"ClickTool(id='1371')"
]
}
],
"changes": "URL changed to https://www.amazon.com/cart/smart-wagon?newItems=f16ef351-8edf-46a3-ad06-133f1b0e6ff5,1&ref_=sw_refresh. User navigated from a product detail page to the Shopping Cart view. The page title changed from a long product name to \"Amazon.com Shopping Cart,\" signaling a shift to cart content rather than product details. The cart view replaces most of the product-detail sections with a focused checkout snippet: a subtotal area, a \"Go to Cart\" action, and a single cart item (MAYKX Running Shoes) with quantity controls and price. Numerous product-detail elements (product specs, reviews, hero images, carousels, and detailed descriptions) were removed, and the cart now explicitly shows \"1 item in cart\" and a Proceed/Checkout button, plus a streamlined cart subtotal section. Minor accessibility tweaks include replacing empty line breaks with explicit line break nodes and simplifying some textual labels."
}Check passed! The ARIA tree shows an item with image name MAYKX Running Shoes for Men... and a heading 'Added to cart', followed by '1 item in cart' in the header section, indicating the item was added and the cart has one item.






















Chrome driver started successfully (driver_id: python-1773690006) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to the URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool, which means I'll call the corresponding function. It seems like we should confirm if there are no further actions needed afterward. I’ll be using a single tool for this process, and I wonder if I should include any commentary during the navigation. Overall, it looks like I'm ready to proceed with this task!",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. The interface was updated from a bare, focusable root area to a full Amazon homepage structure with extensive navigation and content. The page now exposes a named RootWebArea and a rich hierarchy of regions, banners, and primary navigation, including a shortcuts menu, keyboard shortcuts, language and account controls, and a large category/menu system. Key content changes include a comprehensive header with search, language/country options, and account links; a multi-section main area featuring a large Featured content carousel, golden-hour fashion and beauty promos, best-sellers grids with product thumbnails, and numerous category groupings (clothing, electronics, groceries, books, toys, etc.). A detailed footer with multiple link groups (Let Us Help You, Amazon payment products, help topics, and vendor promotions) is added, along with complementary recommendations and a “Your recently viewed items” section."
}{
"explanation": "**Searching for a shirt**\n\nI need to search for \"Mens Rhinestone Skull Graphic Shirt\" using the search bar, specifically targeting the input element with the ID 133. First, I’ll use the TypeTool to enter the text and then I'll need to simulate pressing the Enter key or clicking the Go button with ID 140. Since these steps depend on each other, I’ll perform them sequentially: first, I’ll type the text and then execute the Enter key press.",
"performed_steps": [
{
"name": "Search for \"Mens Rhinestone Skull Graphic Shirt\" in the search bar",
"tools": [
"TypeTool(id='133', text='Mens Rhinestone Skull Graphic Shirt')"
]
}
],
"changes": "URL did not change. A search action activated autocomplete on the Amazon page. The Search Amazon box is now focused and wired to an autocomplete results container, and it also shows a current query text inside a plaintext label. The UI adds a new suggestion dialog with seven product-like result rows and a polite status indicating the prefix and number of suggestions. A video region previously shown in a link has been replaced with an image element, and several line-break elements were updated to use inline text boxes for accessibility."
}{
"explanation": "",
"performed_steps": [
{
"name": "Press Enter to submit the search",
"tools": [
"ClickTool(id='141')"
]
}
],
"changes": "URL did not change. A link in the accessibility tree was updated, replacing one navigational label with a new one. The link previously read “Easter gifts for adults Our Top 100+ basket stuffers” and now reads “From tip-off to trophy Shop gear to rep your team,” while surrounding structure (a region labeled “Video er” and a Video element) remains unchanged. In short, the user-visible label of a single link changed, likely updating the promoted content or section naming without altering layout or interactive elements."
}{
"explanation": "**Executing search command**\n\nI need to press the Enter key to perform the search. First, I should identify which element is focused, and according to ARIA, the search box is indeed focused and ready for input. So, I will use the key \"Enter\" with the tool to trigger the search. There's no need to use parallel functions here, so I’ll go ahead and proceed with sending the Enter key.",
"performed_steps": [
{
"name": "Press Enter key to search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=Mens+Rhinestone+Skull+Graphic+Shirt&crid=DP63HA894XR&sprefix=mens+rhinestone+skull+graphic+shirt%2Caps%2C238&ref=nb_sb_noss_1. Navigated from a generic Amazon homepage region to a detailed product listing view for Mens Rhinestone Skull Graphic Shirt, with the page now presenting an expanded results grid and filtering refinements. The main content was replaced with a long list of product entries (colors, prices, ratings, “Add to cart” actions) and a prominent sorting control, plus a new More results section and a pagination block. Important content changes include a large, structured refinements panel added to the right/side of the results (Color, Size, Pattern, Sleeve Type, Neckline, etc.), a price filter with a horizontal slider, and several grouped filters like Deals, Occasion, Themes, and Seller. The UI also sprouts new helper links (Need help?, Skip to main search results) and a distinct dialog placeholder, plus updated accessibility labels and a dedicated “Eligible for Free Shipping” refinements group."
}{
"explanation": "",
"performed_steps": [
{
"name": "Click on the first product result that looks like a \"Mens Rhinestone Skull Graphic Shirt\"",
"tools": [
"ClickTool(id='389')"
]
}
],
"changes": "URL changed to https://www.amazon.com/HZCX-FASHION-2021032206-934-B-US-TAG/dp/B091GDWJGX/ref=sr_1_2?crid=DP63HA894XR&dib=eyJ2IjoiMSJ9.wdLg5viNa51kcTSJ8CaMh4St3NVO0gg1kH8qflWEuU1w7ivbfuaAyl9vaDRQ_WesfieI9M5bilIo4VwC0Y438Ah8eWw6QMEdaIOeObCpYiKCjc1LolWDRgsQjBNkJAM8zzMGP2kzhacyAwjFZBrkqOKf_dM_goxXCg4t68qdXRBt9O5ONeYyKngfQ85rgwJ4nLerf-DHFVRRUqEG_dBJE5bZgrp0yycboppEq-KMxnXIVLDJEhGPVQFsueIT69n2EBGjogsDDWqq14DVX5m24dotFPBjNZ0Gp5jwK4ygMWQ.rbMA0xH1iEkejljpgANhZ02AdrTKKTULD0ZvBLW3LoU&dib_tag=se&keywords=Mens%2BRhinestone%2BSkull%2BGraphic%2BShirt&qid=1773690066&sprefix=mens%2Brhinestone%2Bskull%2Bgraphic%2Bshirt%2Caps%2C238&sr=8-2&th=1&psc=1. The UI transition moves from a generic product search results view to a full product detail page for a specific item. The after-state introduces a brand/product focused header with an expanded product title, gallery, price area, and purchase controls, plus new navigation blocks for the item, buying options, and related actions. Key content changes include: a comprehensive product detail section with sections like Product details, About this item, and Product description; a new Video region and product videos; color/size selectors, quantity, and cart actions reorganized under a detailed layout; an expanded customer reviews area with ratings, photos, and reviews from multiple regions; and added navigational jump links (Back to top, From the Brand, Reviews, Similar) to improve intra-page navigation. Overall, the page becomes far more feature-rich and interaction-focused, centered on a single product rather than a list of items."
}{
"explanation": "",
"performed_steps": [
{
"name": "Select the color \"Black\" from the color options",
"tools": [
"ClickTool(id='671')"
]
}
],
"changes": "URL did not change. You added more explicit inline text handling and minor focus state tweaks in the accessibility tree. Across many product/review items, plain LineBreak elements with a newline name (\" \") were replaced with an empty-named LineBreak that now contains an InlineTextBox, effectively turning line breaks into a text box element for accessibility, while the actual break name is cleared. Additionally, a few structural adjustments were made: a radio control gained an explicit focused state, a gift-receipt label now includes separate text content beneath the checkbox, and some link blocks gained an extra wrapper around the brand/link text. Overall, the UI now uses more explicit inline text elements and slight focus/content refinements."
}{
"explanation": "",
"performed_steps": [
{
"name": "Select the size \"XX-Large\" from the size options",
"tools": [
"ClickTool(id='1044')"
]
}
],
"changes": "URL changed to https://www.amazon.com/HZCX-FASHION-2021032206-934-B-US-TAG/dp/B091GBS16Z/ref=sr_1_2?crid=DP63HA894XR&dib=eyJ2IjoiMSJ9.wdLg5viNa51kcTSJ8CaMh4St3NVO0gg1kH8qflWEuU1w7ivbfuaAyl9vaDRQ_WesfieI9M5bilIo4VwC0Y438Ah8eWw6QMEdaIOeObCpYiKCjc1LolWDRgsQjBNkJAM8zzMGP2kzhacyAwjFZBrkqOKf_dM_goxXCg4t68qdXRBt9O5ONeYyKngfQ85rgwJ4nLerf-DHFVRRUqEG_dBJE5bZgrp0yycboppEq-KMxnXIVLDJEhGPVQFsueIT69n2EBGjogsDDWqq14DVX5m24dotFPBjNZ0Gp5jwK4ygMWQ.rbMA0xH1iEkejljpgANhZ02AdrTKKTULD0ZvBLW3LoU&dib_tag=se&keywords=Mens%2BRhinestone%2BSkull%2BGraphic%2BShirt&qid=1773690066&sprefix=mens%2Brhinestone%2Bskull%2Bgraphic%2Bshirt%2Caps%2C238&sr=8-2&th=1&psc=1. Opened the product detail page and the accessibility tree was updated with more dynamic stock, size, and navigation content. The stock/availability lines were reworded across several color/size options (e.g., “Only 3 left in stock” and “Only 1 left in stock” replacing some prior phrasing, and one item switched to In Stock with a changed checked state). The selected size messaging was corrected to show the actual selection (e.g., “Selected Size is X-Large. Tap to collapse.” with subsequent size options reflecting the new focus and a new “XX-Large” value marked as the active choice). In addition, a new navigational cluster was introduced on the product page, including back-to-top jump links (Top, From the Brand, Reviews, Similar) and an image/title jump link, plus a dedicated “Review this product” area with a write-a-review link. Some delivery messaging text was updated to a different date/time phrasing, and a few menu options were removed from a popup. Overall, the UI now emphasizes quick navigation to reviews and related content, plus more precise stock/size status messaging."
}{
"explanation": "**Navigating return policy**\n\nI need to find the return policy section on the page, specifically looking for links like \"Free Returns\" or \"Return Policy.\" To do that, I should simulate scrolling using the ScrollTool, targeting an element identified by its ID. I can scroll to a generic area, focusing on the \"Returns\" section where the button \"FREE 30-day refund/replacement\" exists, which has the ID 1628. So, I’ll make the ScrollTool call with that ID to find what I need. **Executing scroll command**\n\nI see that the user wants to scroll down to make a specific element visible. To do this, I’ll perform a direct tool call using the ScrollTool function. This should effectively scroll to the area in question and ensure that the user can access the information they need. Keeping it efficient, I’m ready to make that call right away!",
"performed_steps": [
{
"name": "Scroll down to find the return policy section or look for a \"Free returns\" or \"Return Policy\" link on the page",
"tools": [
"ScrollTool(id='1628')"
]
}
],
"changes": "URL did not change. A video viewer region was updated to become more interactive and accessible. The previous disabled Video element was replaced with an enabled Video plus an explicit “No spoken audio” description, and additional metadata around the progress bar now exposes a textual duration (0:00 of 0:17) and includes a placeholder child. In addition, the UI now exposes sharing and reporting actions for the video (Press to share video and Click to Report with corresponding links), and a new interactive carousel section was introduced, including Previous/Next page controls and a list of slide items with product links and simple layout details. The overall changes enhance audio accessibility signals and provide richer navigation through a media carousel."
}['Returns', 'FREE 30-day refund/replacement', 'FREE Returns']
{
"explanation": "",
"performed_steps": [
{
"name": "Click on the \"FREE Returns\" or \"FREE 30-day refund/replacement\" link to see return policy details",
"tools": [
"ClickTool(id='1627')"
]
}
],
"changes": "URL did not change. A modal dialog has replaced most of the previous top navigation and banner chrome. The page now shows a Close button that is focused, indicating the product page is presenting an overlay rather than just content. The extensive navigation and header content (shortcuts, language, account/cart menus, and category menus) were removed from the accessibility tree, and a compact, security-focused message appears inside the dialog: “We work hard to protect your security and privacy... Your transaction is secure” with a Learn more link. The rest of the product content remains in the page, but the modal draws focus as the primary interactive element."
}NOOP
{
"explanation": "**Identifying close button issues**\n\nI need to find the Close button to close the modal. I’m not seeing it in the ARIA tree; the dialog labeled with id 378 shows modal as \"False,\" which is confusing. There is a \"Share\" button, but I can’t find the Close button. It’s possible I need to check within the modal. It might be hidden there, but I'm stuck. I wonder if there's a \"Back to top\" button I could use instead. **Clarifying button actions**\n\nI think I should ask for more information or try to click the \"Close\" button if I can find it. Since action is necessary, maybe I should look at the dialog container with id 378, but that's not the Close button itself. I haven’t spotted a Close button in the ARIA tree, so I should politely ask the user to confirm its ID or clarify. I’ll let them know I looked for it and see if they can provide guidance on clicking the right button.",
"performed_steps": [
{
"name": "Close the modal dialog by clicking the Close button",
"tools": []
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "**Simulating Escape Key Press**\n\nI need to respond by simulating the pressing of the Escape key to close any open modals or overlays. It seems like the right choice is to use \"Escape\" rather than \"Esc,\" so I'll go with that. It’s simple: I’ll just perform the tool call for that keypress. There’s no need for anything else, just a brief reasoning before executing the command.",
"performed_steps": [
{
"name": "Press Escape to close any open modal or overlay",
"tools": [
"PressKeyTool(key='Escape')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "**Identifying Return Links**\n\nI need to take action by scrolling down to find and click on the \"Return Policy\" or \"See more\" link related to returns on the product page. I spotted an ARIA section showing \"Returns\" with a button for a \"FREE 30-day refund/replacement,\" possibly linked to ID 1621. There's also a \"See more\" button with ID 1660 under a generic element with ID 1659. So, clicking the \"See more\" button seems to be the right move! **Scrolling to Return Policy**\n\nI need to scroll to bring the relevant elements into view before clicking. Using the ScrollTool, I can target element ID 1659 initially, but maybe scrolling to ID 1626 first is better. This ID corresponds to the \"Returns\" heading, which has a button labeled 1627 for a \"FREE 30-day refund/replacement\"—a direct link to the return policy. So, instead of clicking on the generic elements, clicking on ID 1627 would make more sense since it directly connects to the policy! **Executing Scroll and Click**\n\nI'm considering clicking on element 1627, which is a button related to the return policy. I plan to scroll to the area between IDs 1621 and 1630 and then click on ID 1627. I’ll use the ScrollTool to reach ID 1621 first, which is the \"Returns\" heading, and then follow up with the ClickTool to select ID 1627. It seems best to do this sequentially rather than in parallel, so I'll make two separate tool calls to complete this task!",
"performed_steps": [
{
"name": "Scroll down to find and click on a \"Return Policy\" link or \"See more\" link related to returns on the product page",
"tools": [
"ScrollTool(id='1621')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "**Executing click action**\n\nI need to find and click on the \"FREE Returns\" link near the product details. I see that within the ARIA tree, there’s a relevant section in the product details area. The button with the ID \"637\" is focusable and is clearly the one for FREE Returns. So, I’ll go ahead and click that element using the tool with ID 637. After performing the click, I’ll confirm the action. Okay, let’s proceed!",
"performed_steps": [
{
"name": "Find and click on the \"FREE Returns\" link or button near the product details to view the return policy",
"tools": [
"ClickTool(id='637')"
]
}
],
"changes": "URL did not change. A product page now opens a modal dialog to show customer reviews and ratings. The long, multi-section review content was replaced with a dedicated dialog named \"Customer Reviews Ratings Summary\" that presents an average rating, a star breakdown, and a compact summary. Key interactive content inside the dialog includes the \"Close\" button to dismiss the modal and a succinct rating breakdown (267 global ratings and the 4.4/5 average). The extensive site-wide navigation and product-detail sections that used to be in view are removed from the page context, consolidating the reviews into this focused modal."
}{
"explanation": "**Simulating Escape key press**\n\nI need to press the Escape key to close the dialog. First, I should use the PressKeyTool function. I'm thinking that I should use \"Escape\" rather than \"Esc\" since it's usually referred to by the full name. So I'll call the tool with \"Escape\" and then confirm that the action was successful. I’m keeping it straightforward, avoiding any parallel processes here! Let's get that done.",
"performed_steps": [
{
"name": "Press Escape to close this dialog",
"tools": [
"PressKeyTool(key='Escape')"
]
}
],
"changes": "URL did not change. The UI added a full accessibility-rich product page experience, replacing the old simple product chrome with a comprehensive navigable structure. A new shortcuts and keyboard help system appears at the top, followed by a fully described header/banner with search, language/account controls, and a prominent primary navigation. The product detail area expands dramatically to include live price, color/size selectors, add-to-cart/buy options, reviews with a carousel of images, product specs, related items, and a large multi-section layout for “Product details,” “Product videos,” and “Top reviews,” all wired with labeled controls and descriptive text for screen readers."
}['FREE 30-day refund/replacement', 'FREE Returns', 'FREE 30-day refund/replacement', 'Returns']
{
"explanation": "**Executing button click sequence**\n\nI need to scroll down to the Returns section and click on the \"FREE 30-day refund/replacement\" button. There's an ARIA tree with specific IDs to guide me. I'll locate the \"Returns\" heading under product details. The ID 1626 corresponds to that section, with the button ID 1627 for the refund option. First, I’ll use the ScrollTool to scroll to ID 1626, and then I’ll click on ID 1627. I'll perform these actions sequentially. Let's get started!",
"performed_steps": [
{
"name": "Scroll down to the \"Returns\" section and click on the \"FREE 30-day refund/replacement\" button or link to view full return details",
"tools": [
"ScrollTool(id='1626')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "**Executing button click**\n\nI need to click the button labeled \"FREE 30-day refund/replacement\" in the Returns section. According to the ARIA tree, I've identified that this button is within the product details section, specifically under the Returns heading with id 1622. The button itself has id 1628, so I'll use ClickTool on that element. My next step is to call functions.ClickTool with id 1628, and then I’ll confirm the action to complete it. Let's proceed!",
"performed_steps": [
{
"name": "Click the button with text \"FREE 30-day refund/replacement\" near the Returns section",
"tools": [
"ClickTool(id='1628')"
]
}
],
"changes": "URL changed to https://www.amazon.com/sp?ie=UTF8&seller=ACYNW17W6SJ5J&asin=B091GBS16Z&ref_=dp_merchant_link&isAmazonFulfilled=1. The UI switched from showing a specific product page to a seller profile view. The Amazon product details and stock/purchase sections were largely removed, and the page now centers on seller information and policies. Key visible changes include adding an About Seller section with a storefront link and seller description, a Reviews block with a summarized rating and sample feedback, and new policy areas (Return & Refund Policies, Shipping Policies, Other Policies, Help) plus a section for Detailed Seller Information and listed seller products. Several long product-detail elements (images, size/color selectors, add-to-cart flows, and the buyer’s options) were stripped out or replaced with simplified placeholders and links like “Visit the hang zhou chun xue fashion co,.ltd storefront,” “Leave seller feedback,” and “See all products.”"
}Return & Refund Policies Please refer to the .Amazon.com Return Policy
{
"explanation": "**Identifying return policy link**\n\nI need to click on the \"Amazon.com Return Policy\" link. It looks like I'll identify the element by its ID. In the ARIA tree, there's a link with id=\"776,\" which is focusable and has the text \"Amazon.com Return Policy.\" I should click on the element with that id. I'll use the ClickTool function with id 776, but first, I need to reason through this. Then, I'll perform the tool call using a single click action.",
"performed_steps": [
{
"name": "Click on the \"Amazon.com Return Policy\" link",
"tools": [
"ClickTool(id='776')"
]
}
],
"changes": "URL changed to https://www.amazon.com/gp/help/customer/display.html?ref_=v_sp_return_help&nodeId=GKM69DUUYKQWKWX7. A page load action redirected from a detailed seller profile to an error state. The top-level area text now reads “Sorry! Something went wrong!” instead of the seller profile title, and the page structure is dramatically simplified. Key visible changes include a new error message presentation with an image placeholder, a compact search utility (textbox and Go button) near the top, and an additional image labeled “Dogs of Amazon.” The extensive seller details, navigation menus, reviews, policies, and footer content from the previous layout were removed in favor of this concise error-and-utility view."
}Error: Message: script timeout (Session info: chrome=146.0.7680.80) Stacktrace: 0 chromedriver 0x0000000104f87424 cxxbridge1$str$ptr + 3160724 1 chromedriver 0x0000000104f7f4b8 cxxbridge1$str$ptr + 3128104 2 chromedriver 0x0000000104a53728 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74524 3 chromedriver 0x0000000104adb9d4 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632264 4 chromedriver 0x0000000104ada4e4 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 626904 5 chromedriver 0x0000000104a911b4 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 327080 6 chromedriver 0x0000000104f45dc0 cxxbridge1$str$ptr + 2892848 7 chromedriver 0x0000000104f494b0 cxxbridge1$str$ptr + 2906912 8 chromedriver 0x0000000104f2b51c cxxbridge1$str$ptr + 2784140 9 chromedriver 0x0000000104f49d34 cxxbridge1$str$ptr + 2909092 10 chromedriver 0x0000000104f1bfac cxxbridge1$str$ptr + 2721308 11 chromedriver 0x0000000104f6e8e8 cxxbridge1$str$ptr + 3059544 12 chromedriver 0x0000000104f6ea64 cxxbridge1$str$ptr + 3059924 13 chromedriver 0x0000000104f7f110 cxxbridge1$str$ptr + 3127168 14 libsystem_pthread.dylib 0x000000018e78fc08 _pthread_start + 136 15 libsystem_pthread.dylib 0x000000018e78aba8 thread_start + 8
Error: Message: script timeout (Session info: chrome=146.0.7680.80) Stacktrace: 0 chromedriver 0x0000000104f87424 cxxbridge1$str$ptr + 3160724 1 chromedriver 0x0000000104f7f4b8 cxxbridge1$str$ptr + 3128104 2 chromedriver 0x0000000104a53728 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74524 3 chromedriver 0x0000000104adb9d4 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632264 4 chromedriver 0x0000000104ada4e4 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 626904 5 chromedriver 0x0000000104a911b4 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 327080 6 chromedriver 0x0000000104f45dc0 cxxbridge1$str$ptr + 2892848 7 chromedriver 0x0000000104f494b0 cxxbridge1$str$ptr + 2906912 8 chromedriver 0x0000000104f2b51c cxxbridge1$str$ptr + 2784140 9 chromedriver 0x0000000104f49d34 cxxbridge1$str$ptr + 2909092 10 chromedriver 0x0000000104f1bfac cxxbridge1$str$ptr + 2721308 11 chromedriver 0x0000000104f6e8e8 cxxbridge1$str$ptr + 3059544 12 chromedriver 0x0000000104f6ea64 cxxbridge1$str$ptr + 3059924 13 chromedriver 0x0000000104f7f110 cxxbridge1$str$ptr + 3127168 14 libsystem_pthread.dylib 0x000000018e78fc08 _pthread_start + 136 15 libsystem_pthread.dylib 0x000000018e78aba8 thread_start + 8
Error: Message: script timeout (Session info: chrome=146.0.7680.80) Stacktrace: 0 chromedriver 0x0000000104f87424 cxxbridge1$str$ptr + 3160724 1 chromedriver 0x0000000104f7f4b8 cxxbridge1$str$ptr + 3128104 2 chromedriver 0x0000000104a53728 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74524 3 chromedriver 0x0000000104adb9d4 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632264 4 chromedriver 0x0000000104ada4e4 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 626904 5 chromedriver 0x0000000104a911b4 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 327080 6 chromedriver 0x0000000104f45dc0 cxxbridge1$str$ptr + 2892848 7 chromedriver 0x0000000104f494b0 cxxbridge1$str$ptr + 2906912 8 chromedriver 0x0000000104f2b51c cxxbridge1$str$ptr + 2784140 9 chromedriver 0x0000000104f49d34 cxxbridge1$str$ptr + 2909092 10 chromedriver 0x0000000104f1bfac cxxbridge1$str$ptr + 2721308 11 chromedriver 0x0000000104f6e8e8 cxxbridge1$str$ptr + 3059544 12 chromedriver 0x0000000104f6ea64 cxxbridge1$str$ptr + 3059924 13 chromedriver 0x0000000104f7f110 cxxbridge1$str$ptr + 3127168 14 libsystem_pthread.dylib 0x000000018e78fc08 _pthread_start + 136 15 libsystem_pthread.dylib 0x000000018e78aba8 thread_start + 8
Driver python-1773690006 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1773690006 Token usage statistics: - Total: 494806 tokens (488087 input, 6719 output) - Cached: 2744 tokens (2012 input, 732 output)
Chrome driver started successfully (driver_id: python-1773690974) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. My goal here is to keep things concise and avoid overcomplicating the response. I’m also aware that the ARIA tree provided may not be relevant to this task. So, I'll focus on performing that one tool call and confirming once it's done. Clarity is key here!",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/HZCX-FASHION-2021032206-934-B-US-TAG/dp/B091GBS16Z/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/HZCX-FASHION-2021032206-934-B-US-TAG/dp/B091GBS16Z/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/HZCX-FASHION-2021032206-934-B-US-TAG/dp/B091GBS16Z/?th=1&psc=1. You navigated from a generic page into a specific product listing for “HZCX FASHION Mens Rhinestones Skull Graphic Tee.” The after diff shows a full product-detail UI being rendered: a comprehensive header/navigation with shortcuts, search, language/account controls, and department menus, followed by the product content. Key changes include the presence of the product title, price, color/size selectors with multiple options, quantity picker, and primary actions like Add to Cart and Buy Now. There is also a rich Reviews section with top reviews and a photo gallery, product details tables, care/wash info, related products, and a lengthy footer with standard Amazon links."
}['FREE Returns', 'FREE 30-day refund/replacement']
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/gp/help/customer/display.html?nodeId=GKM69DUUYKQWKWX7",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/gp/help/customer/display.html?nodeId=GKM69DUUYKQWKWX7')"
]
}
],
"changes": "URL changed to https://www.amazon.com/gp/help/customer/display.html?nodeId=GKM69DUUYKQWKWX7. A page-level navigation change redirected from a product detail layout to an error/placeholder experience. The long product content (navigation, banner, product details, reviews, and all detail sections) was removed, replaced with a minimal error header and a small search area. Key visible changes include a prominent error message container wrapped in a link with an Amazon-related image, plus a simple search box with a Go button. Additionally, a separate image link labeled Dogs of Amazon was introduced, and the rest of the previous rich product content was removed to create a pared-down, error-state UI."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/returns",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/returns')"
]
}
],
"changes": "URL changed to https://www.amazon.com/ap/signin?openid.pape.max_auth_age=3600&openid.return_to=https%3A%2F%2Fwww.amazon.com%2Fspr%2Freturns&openid.identity=http%3A%2F%2Fspecs.openid.net%2Fauth%2F2.0%2Fidentifier_select&openid.assoc_handle=amzn_psr_desktop_us&openid.mode=checkid_setup&language=en_US&openid.claimed_id=http%3A%2F%2Fspecs.openid.net%2Fauth%2F2.0%2Fidentifier_select&openid.ns=http%3A%2F%2Fspecs.openid.net%2Fauth%2F2.0. The interface moved from an error screen to an Amazon Sign-In flow. The previous error message visuals were replaced with a formal sign-in prompt and a persistent Amazon branding image. Content-wise, the page now includes a prominent heading “Sign in or create account,” instructions to enter a mobile number or email, a single input field, and a Submit button labeled “Submit.” It also adds legal and help content: paragraphs with Conditions of Use and Privacy Notice links, a Help option, a “Need help?” button, a “Buying for work?” line with a Create a free business account link, and a footer line with © 1996-2026 Amazon."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to the specified URL. So, I’ll use the tool for this by calling the NavigateToUrlTool. There’s no need to do it in parallel; I’ll just make the call directly. After that, I’ll confirm that I completed the step. Let's move forward with this process!",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/HZCX-FASHION-2021032206-934-B-US-TAG/dp/B091GBS16Z/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/HZCX-FASHION-2021032206-934-B-US-TAG/dp/B091GBS16Z/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/HZCX-FASHION-2021032206-934-B-US-TAG/dp/B091GBS16Z/?th=1&psc=1. The interface shifted from an Amazon Sign-In screen to a full product detail and shopping experience for a specific item (HZCX FASHION shirt). You now see a rich product page with a navigation/shortcut panel, a primary header area, a large product title, image gallery, price, stock and options (color, size, quantity), and Add to Cart/Buy Now controls. The page also exposes seller information, shipping/returns details, product highlights, and extensive reviews with image thumbnails and a carousel, plus related navigation for buying options and other products. In addition, the accessibility tree adds comprehensive product metadata sections (Product details, About this item, Specifications, Wash test, etc.), a detailed review substructure with top reviews from the US and other countries, and an expansive footer with multiple site links and \"More on Amazon\" navigation. Shortcuts and navigation aids were introduced (Skip to content, Keyboard shortcuts, language/country selectors) to improve quick access to key areas."
}{
"explanation": "**Navigating shipping and returns**\n\nI'm trying to figure out how to get to the shipping and returns section. I see that the message \"Get Fast, Free Shipping with Amazon Prime\" might be relevant. There's a \"Returns\" heading in the seller's block, and I also noticed a \"Returns & Replacements\" link in the footer. It seems like I should scroll to that \"Returns\" heading. I'll use the scroll tool to bring that into view and ensure we have the right section. Let's go ahead and do it!",
"performed_steps": [
{
"name": "Scroll down to the shipping and returns section on the page",
"tools": [
"ScrollTool(id='1470')"
]
}
],
"changes": "URL did not change. A broad accessibility refinement was made to how line breaks are exposed to screen readers. In many places, a plain LineBreak with a newline character was replaced by a LineBreak that contains an InlineTextBox, effectively wrapping the newline content as accessible text. Additionally, a few content areas were structurally adjusted to improve accessibility signaling: some links were wrapped in generic containers, new descriptive anchors like “Press to share video” and “Click to Report” were added, and the video region was updated to include an explicit \"No spoken audio\" note along with a more defined progress and page controls. Overall, the changes improve how newline and auxiliary text are announced and provide clearer interactive labels."
}












Chrome driver started successfully (driver_id: python-1772389092) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. The user navigated from a blank/initial root to the full Amazon homepage, revealing a comprehensive accessibility tree for the site’s header, main content, and footer. The UI now exposes a rich set of interactive regions and controls: a shortcuts menu with skip-to and keyboard shortcuts, a primary banner with search, language/account controls, and a large hierarchical navigation for departments and categories. The main area is populated with multiple carousel-style groups and product sections (Save on Amazon Devices, Trending spring bags, Best Sellers across multiple categories, date-night finds, baby sales, groceries, etc.), each containing links, images, and occasional buttons to explore or buy. The footer expands into extensive help, corporate, and partner links, plus language/country pickers, making all previously hidden or decorative content accessible."
}{
"explanation": "**Searching for baby products**\n\nI need to search for \"baby products on sale under 10 dollars\" in the Amazon search bar. First, I'll identify the search input element, which seems to be the searchbox with id 133 based on the ARIA tree. I’ll use TypeTool to enter the search term there. After typing, I can press the Enter key using PressKeyTool or click the \"Go\" button with id 140. My plan is to type the text and then hit Enter to execute the search. **Executing typing sequence**\n\nI'm planning to execute the process in sequence: first, I'll use the TypeTool function to enter the text. Once that's done, I'll follow it up with the PressKeyTool function to press the Enter key. This step-by-step approach should help ensure everything goes smoothly. By keeping it organized this way, I can avoid mistakes and make sure that the search process runs as intended. Let's get started!",
"performed_steps": [
{
"name": "Search for \"baby products on sale under 10 dollars\" in the Amazon search bar",
"tools": [
"TypeTool(id='133', text='baby products on sale under 10 dollars')"
]
}
],
"changes": "URL did not change. The UI now shows an enhanced search autocomplete flow. The search box is marked as focused and now references a dedicated autocomplete results container, and a plaintext hint (“baby products on sale under 10 dollars”) is embedded inside the search box, plus a suggestions dialog appears with a button bearing that same text. In the content lists, numerous line breaks within link labels have been replaced with an inline text wrapper, effectively converting LineBreak elements into InlineTextBox wrappers to preserve line breaks as inline content. There are also additions of a new suggestion dialog entry and a nested region for a video-related item (with Play and Unmute controls) inside the item flow."
}{
"explanation": "**Simulating a search submission**\n\nI need to execute the action of pressing Enter to submit a search for \"baby products on sale under 10 dollars\" on Amazon. The search box has id 141 and the text is in 143. It seems that I can simulate pressing the Enter key using the PressKeyTool. The instruction doesn’t specify needing to focus on the element first. So, I'll go ahead and call functions.PressKeyTool with the key \"Enter\" to submit the search. Let's accomplish this!",
"performed_steps": [
{
"name": "Press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=baby+products+on+sale+under+10+dollars&crid=2OJCSEYNPEYIL&sprefix=baby+products+on+sale+under+10+dollars%2Caps%2C179&ref=nb_sb_noss_1. Amazon results view was updated to emphasize a more specific search focus and new filtering options. The page header now reflects a targeted query (baby products on sale under 10 dollars) and a prominent price filter UI with two sliders and quick price tags appears, plus a dedicated “Need help?” and filtering/refinements area. Key content changes group together: the previous large product carousel/banner and various brand/category blocks were largely replaced with a More results section listing actual product items (with price links, ratings, and Add to cart actions). A new refinements panel appears with sections like Eligible for Free Shipping, Delivery Day, Gender, Brands, Seller, and Sustainability Features, plus a Samsung-like set of navigation links (Amazon Fashion, Brands, Seller, etc.). Minor accessibility cleanups include simplified line breaks and an extra empty generic root wrapper at the end."
}{
"explanation": "**Adjusting price filter**\n\nI need to set the maximum price to 10. Right now, the price slider shows a maximum value of 9, so I’ll adjust it to 10. I'll use the DragSliderTool with the slider ID 4392 to change the value. I’ll confirm the action after adjusting it. So, I’ll perform the tool call with ID 4392 and set it to 10, then respond with a confirmation once it’s done!",
"performed_steps": [
{
"name": "Apply price filter to show products under $10 by setting the maximum price to 10",
"tools": [
"DragSliderTool(id='4392', value='10')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=baby+products+on+sale+under+10+dollars&crid=2OJCSEYNPEYIL&qid=1772389131&rnid=2661611011&sprefix=baby+products+on+sale+under+10+dollars%2Caps%2C179&ref=sr_nr_p_36_0_0&low-price=&high-price=. You navigated from the Amazon search results to a populated product listing view, but the accessibility tree was significantly restructured to improve labeling and affordances. The page still shows product results, but many items gained additional descriptive labels (e.g., Fresh, Moisturizing, Cleansing, Baby, Strawberry) and some sections were expanded (a new complementary area with sign-in prompts). Key visible changes include: every Add to cart control is now wrapped inside an extra generic container, likely affecting how screen readers expose the button; line breaks were converted from explicit LineBreak nodes to LineBreak with an empty name containing an InlineTextBox, improving how line breaks are announced; and a large number of items gained new inline descriptors and small UI labels to aid AT, plus a new See personalized recommendations section in the complementary area."
}["Johnson's Baby Lotion with Coconut Oil, Aloe Vera & Vitamin B5, 72 HR Hydration, Skin Moisturizer, Hypoallergenic, Safe for Newborn, Protects From Dryness & Strengthens Skin, 3.4 fl. oz - $1.99 ($0.59/fluid ounce)", 'Pampers Sensitive Baby Wipes, Water Based, Hypoallergenic and Unscented, 1 Flip-Top (56 Wipes Total) - $2.34 ($4.18/100 count)', "Johnson's Baby Naturally Derived Cornstarch Baby Powder with Aloe and Vitamin E for Delicate Skin - $1.97 ($1.31/ounce)", 'Pampers Baby Wipes, Complete Clean Baby Fresh Scented Wipe, Gently Cleans Head to Toe, 72 Total (1 Flip-Top Packs) - $2.79 ($3.88/100 count)', 'Munchkin Arm & Hammer Pacifier Wipes - Safely Cleans Breast Pump Parts and Feeding Essentials for Baby and Toddler, 1 Pack, 36 Wipes - $3.59 ($0.10/count)', 'Nuby Nananubs Banana Massaging Teether – Baby Teething Toys 3 Months and Up - $4.98 ($4.98/count)', 'Aveeno Baby Eczema Therapy Nighttime Moisturizing Balm, Colloidal Oatmeal & Ceramide - $3.88 ($3.88/ounce)', 'The Honest Company Hypoallergenic Multi-Use Baby Wipes for Sensitive Baby Skin - $2.99 ( $8.31 /100 count)', 'Dr. Brown’s Soft and Safe Baby Brush + Comb - $6.99 ($6.99/count)', 'Muslin Burp Cloths 100% Cotton Baby Burp Cloths Soft, Absorbent 10x20 inches - $7.99 ($7.99/count)', 'Orajel Baby Daytime & Nighttime Cooling Gels for Teething - $5.97 ($2.99/count)', 'Frida Baby Control The Flow Bath Rinse Cup - $9.97 ($9.97/count)', 'Baby Nail Kit, 4-in-1 Baby Nail Care Set - $9.49 ($9.49/count)', 'Philips Avent Soothie Baby Pacifiers - 100% Silicone Pacifiers for Babies 0-3 Months - $7.59 ($1.90/count)', 'Cetaphil Baby Shampoo and Body Wash with Organic Calendula - $5.87 ($0.75/fluid ounce)']
["Johnson's Baby Naturally Derived Cornstarch Baby Powder with Aloe and Vitamin E for Delicate Skin, Hypoallergenic and Free of Parabens, Phthalates, and Dyes for Gentle Baby Skin Care, 1.5 oz", 'Pampers Sensitive Baby Wipes, Water Based, Hypoallergenic and Unscented, 1 Flip-Top (56 Wipes Total)', 'Pampers Baby Wipes, Complete Clean Baby Fresh Scented Wipe, Gently Cleans Head to Toe, 72 Count (Pack of 1)', 'Aveeno Baby Eczema Therapy Nighttime Moisturizing Balm, Colloidal Oatmeal & Ceramide, Soothes & Relieves Dry, Itchy Skin from Eczema, Hypoallergenic, Fragrance-Free, Travel Size, 1 oz', 'Orajel Baby Daytime & Nighttime Cooling Gels for Teething, Drug - Free, #1 Pediatrician Recommended Brand for Teething*, Two 0.18oz Tubes', '3 Pack Ring Teether Baby Infant Toys, Baby Essentials, Silicone Teething Ring Toys for Babies 0-6 Months, Seposeve Toddler Teethers 6-12 Months 12-24 Months, Infant Teething Relief, Purple Pink White', 'Nuby Nananubs Banana Massaging Teether – Baby Teething Toys 3 Months and Up, Silicone Teether for Sore Gums, Infant Toy, Baby Essentials, Brush, Travel Accessory, Gift for Babies', 'Safety 1st Electrical Outlet Baby Proof Covers, Secure Outlet Plugs, Baby Proofing, 36 Count', 'Philips Avent Soothie Baby Pacifiers - 100% Silicone Pacifiers for Babies 0-3 Months, One-Piece Design, BPA-Free, Extra Durable, Green, 4 Pack, Model SCF190/41', 'Aveeno Baby Eczema Therapy Nighttime Moisturizing Balm, Colloidal Oatmeal & Ceramide, Soothes & Relieves Dry, Itchy Skin from Eczema, Hypoallergenic, Fragrance-Free, Travel Size, 1 oz', "Johnson's Baby Lotion with Coconut Oil, Aloe Vera & Vitamin B5, 72 HR Hydration, Skin Moisturizer, Hypoallergenic, Safe for Newborn, Protects From Dryness & Strengthens Skin, 27.1 fl. oz", 'Cetaphil Baby Shampoo and Body Wash with Organic Calendula, Tear Free, Hypoallergenic, Ideal for Everyday Use, Dermatologist Tested, 7.8oz']
NOOP
{
"explanation": "**Scrolling for products**\n\nI need to scroll down to see more baby products on the page. I’ll use the ScrollTool to do this, but it requires an element ID. I see there are options to scroll to \"Next\" or \"More results.\" The tool specifically needs an ID, so I think I’ll go with ID 782, which corresponds to the \"More results\" heading. That should help me get to the relevant items quickly! **Executing scroll action**\n\nI'm ready to use the ScrollTool with ID 782. I think it’s best just to make a single tool call to keep things simple. This should help us scroll to the right section efficiently. I'll proceed with this action now and ensure I’m on the right track—that it takes us to the intended destination without any hiccups! Fingers crossed for a smooth scroll!",
"performed_steps": [
{
"name": "Scroll down to see more sale baby products on the page",
"tools": [
"ScrollTool(id='782')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}Check failed! NOOP
{
"explanation": "I need to navigate to the specified URL, and it seems the best approach is to use the designated tool for that. I'll call the NavigateToUrlTool with the provided URL and then simply report that it's done. There's no need for me to interact with the ARIA tree in this case. It should be a straightforward process, so I’ll just go ahead and execute that.",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/s?k=baby+products&rh=p_36%3A-1000%2Cp_n_specials_match%3A21213889011&dc&ds=v1%3A&qid=1234567890&rnid=21213889011&ref=sr_nr_p_n_specials_match_1",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/s?k=baby+products&rh=p_36%3A-1000%2Cp_n_specials_match%3A21213889011&dc&ds=v1%3A&qid=1234567890&rnid=21213889011&ref=sr_nr_p_n_specials_match_1')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=baby+products&rh=p_36%3A-1000%2Cp_n_specials_match%3A21213889011&dc&ds=v1%3A&qid=1234567890&rnid=21213889011&ref=sr_nr_p_n_specials_match_1. The page appears to have been redirected from a specific search results view to a more generic or simplified results state. The title has been shortened to \"Amazon.com : baby products\" and a Filters shortcut entry was removed from the shortcuts list. Key content changes show the heavy product list replaced with simple placeholders (LayoutTable entries like \"baby products for newborns\", \"baby products must haves\", etc.), followed by a no-results message: \"No results for your search query.\" There is also a new related searches section and revised help/personalization prompts, plus minor formatting tweaks (LineBreak elements normalized) in the sister sections. Overall, the detailed product listings and pagination were removed in favor of a concise, guided no-results/relational content state."
}{
"explanation": "I need to navigate to the URL using the NavigateToUrlTool. It seems straightforward: just perform the call and report back when it's done. I'm considering whether to use multi_tool_use.parallel, but I think a single tool call makes more sense here. Once I complete the navigation, I’ll confirm completion with a simple response. It’s important to keep it efficient, so let’s just stick to the plan and not overthink it!",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/s?k=baby&rh=p_36%3A-1000&s=discount-rank",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/s?k=baby&rh=p_36%3A-1000&s=discount-rank')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=baby&rh=p_36%3A-1000&s=discount-rank. Navigation expanded from a simple baby products page to a full product listing with filters and pagination. The page now presents a real search results view with a header “1-16 of over 100,000 results for \"baby\"”, a Sort by control, and a large set of product items, followed by a new pagination navigation (Previous/Next and numbered pages). Significant refinements and content additions are introduced in the right panel: a comprehensive Refine/Filter area called “Popular Shopping Ideas” with groups for Customer Reviews, Video/Genre/Language options, Price ranges, and many other filter categories. Several refinement labels were also updated (e.g., “baby products for newborns” changed to “baby essentials”; “baby bottles” became “baby swing”), and the related searches section gained more granular, category-driven options. The previously present personalized recommendations block was removed, and complementary content was collapsed to an empty placeholder."
}['3 Pack Ring Teether Baby Infant Toys, Baby Essentials, Silicone Teething Ring Toys for Babies 0-6 Months, Seposeve Toddler Teethers 6-12 Months 12-24 Months, Infant Teething Relief, Purple Pink White — $5.99 — Was $9.99 (40% off)', 'Chuya Baby Teether Toy Chew Toys for Babies 3-24 Months TV Remote Control Shape Teething Relief for Infants (Black) — $5.99 — Was $7.99 (25% off)', 'CÉLLOT 5 Pcs Baby Flower Headbands Baby Girls Nylon Headbands Soft Hairbands Hair Accessories for Newborn Infant Toddler Kids — $9.99 — Was $12.99 (23% off)', 'Coslus C52 Rechargeable Baby Nail File: Cordless Baby Nail Trimmer Electric, Baby Nail Clipper with 5 Speeds & 6 Grinding Heads for Baby Kid, CPC Certified & Quiet Design - Safe for Sleep Trim, Blue — $9.98 — List: $12.98 (23% off)', 'Orajel Baby Daytime & Nighttime Cooling Gels for Teething, Drug - Free, #1 Pediatrician Recommended Brand for Teething*, Two 0.18oz Tubes — $5.97 — List: $7.99 (25% off)', 'CÉLLOT Super Stretchy Soft Knot Headbands with Hair Bows Head Wrap Hair Accessories For Newborn Baby Girls Infant Toddlers Kids — $9.99 — List: $12.99 (23% off)', "Johnson's Baby Powder with Naturally Derived Cornstarch, Aloe & Vitamin E for Delicate Skin, Hypoallergenic, Free of Parabens, Phthalates & Dyes for Gentle Baby Skin Care, 15 oz — $4.98 — List: $7.17 (31% off)", 'HOMEXCEL Baby Washcloths 24 Pack-Microfiber Coral Fleece Baby Bath Face Towel 7 x 9 Inch Extra Absorbent and Soft Burp Cloth and Wash Cloths for Newborn-Infants and Toddlers-Gentle On Sensitive Skin — $8.99 — List: $9.99 (10% off)', 'CÉLLOT Super Stretchy Soft Knot Headbands with Hair Bows Head Wrap Hair Accessories For Newborn Baby Girls Infant Toddlers Kids — $7.19 — List: $9.99 (28% off)', 'Frida NoseFrida SnotSucker for Baby, Nasal Aspirator for Baby, Nose Sucker Baby Nasal Aspirator & 4 Hygiene Filters to Help Baby Breathe Easy — $9.99 — List: $14.99 (33% off)', 'Frida Baby Control The Flow Bath Rinse Cup, Tear Free Rinser to Wash Hair and Body with Easy Grip Handle and Removable Rain Shower, Made in USA — $9.97 — Price, product page (no List price shown)', 'Teething Relief Teethers Toys for Babies 3-6-12 Months Gifts, Food Grade Silicone Sensory Baby Remote Control Teether Bath Toy for Newborn Infant Boy Girl Autism Birthday Christmas Gift, Black — $6.99 — Price, product page (no List price shown)', '3 Pack Ring Teether Baby Infant Toys, Baby Essentials, Silicone Teething Ring Toys for Babies 0-6 Months, Seposeve Toddler Teethers 6-12 Months 12-24 Months, Infant Teething Relief, Green Blue White — $5.99 — Was $9.99 (40% off)', 'Frida NoseFrida SnotSucker for Baby, Nasal Aspirator for Baby, Nose Sucker Baby Nasal Aspirator & 4 Hygiene Filters to Help Baby Breathe Easy — $9.99 — List: $14.99 (33% off)', 'HOMEXCEL Baby Washcloths 24 Pack-Microfiber Coral Fleece Baby Bath Face Towel 7 x 9 Inch Extra Absorbent and Soft Burp Cloth and Wash Cloths for Newborn-Infants and Toddlers-Gentle On Sensitive Skin — $8.99 — List: $9.99 (10% off)']
Driver python-1772389092 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772389092 Token usage statistics: - Total: 297978 tokens (288237 input, 9741 output) - Cached: 1918 tokens (1469 input, 449 output)





Chrome driver started successfully (driver_id: python-1772389532) Model: azure_openai/gpt-5-nano
{
"explanation": "I need to navigate to a specific URL and I’ll use the NavigateToUrlTool for that. It's important to keep things minimal, only providing necessary information. After that, I might confirm that the action was successful or just proceed with the next steps. I think it’s all fairly straightforward, but I want to make sure I'm following the process properly. Let’s perform the navigation now!",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. Navigated from a plain root to the full Amazon homepage structure with a detailed accessibility tree. The after-state adds a complete header/navigation, a primary search area, language/account controls, and a large carousel of featured content, plus numerous content regions and category sections. Key user-visible changes include a dedicated shortcuts menu with keyboard help and quick links, a primary banner and navigation grouping (Amazon logo, location/delivery, language, account/cart), and an extensive set of content carousels and regions such as Best Sellers in Kitchen, Grocery & Gourmet, Books, Clothing, Home & Kitchen, and Shopbop, each populated with labeled items, images, and links. The footer expands into multiple link groups (Get to Know Us, Make Money with Us, Amazon Payment Products, Help) plus language/country selectors and a “More on Amazon” navigation."
}NOOP
['33% off Limited time deal', '30% off Ends in 13:28:33', '16% off Ends in 13:33:32', '15% off Limited time deal']
['All-new Blink Video Doorbell + Outdoor 4 XR– Wireless smart security cameras, two-year battery life, go up to 400 feet from your home with extended range. Sync Module XR included.', 'Amazon Fire Max 11 Tablet Magnetic Slim Cover (Only compatible with 13th generation tablet, 2023 release) - Ocean', 'Hisense 75" QD7 Mini-LED 4K Smart Fire TV - QLED, 144Hz, HDR10+, Dolby Vision/Atmos, Game Mode Pro, Alexa Built-in (75QD7QF)', 'Amazon eero Pro 6E mesh wifi router - Supports internet plans up to 2.5 Gbps, Coverage up to 2,000 sq. ft., Connect 100+ devices, 1-pack']
Driver python-1772389532 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772389532 Token usage statistics: - Total: 61560 tokens (59669 input, 1891 output) - Cached: 0 tokens (0 input, 0 output)














Chrome driver started successfully (driver_id: python-1773936468) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. The interface migrated from a minimal root region to a full Amazon homepage structure with rich accessibility content. The new tree adds a named RootWebArea and a comprehensive navigation area, including a “Skip to” quick access, a “Keyboard shortcuts” list, and a primary banner with site links, language/country controls, account/cart items, and a large category menu. In the main content, there is now a featured content carousel and multiple themed sections (e.g., All white dressing, Golden hour glam, Best Sellers in Kitchen & Dining, Best Sellers in Books, etc.), each with image links and descriptive headings, plus separators and a footer-like complement with a long list of help and policy links. The changes emphasize interactive controls (Play, Next/Previous slides, language switchers) and a detailed, richly labeled product and category grid, along with a back-to-top control and expansive footer navigation."
}{
"explanation": "**Searching for a keyboard**\n\nI'm starting the process by searching for \"wireless ergonomic keyboard with backlighting.\" First, I need to locate the search box, which is identified by the ARIA tree with id \"141\". There's also a Go button with id \"148\". To perform the search, I’ll type into the search input and press Enter or click Go. The instruction suggests typing and hitting Enter, so I'll use TypeTool on id 141 and then PressKeyTool to send the Enter command. I’m deciding to go with “Enter” for the key name. **Executing the search**\n\nI'll use TypeTool with id 141 to input the text \"wireless ergonomic keyboard with backlighting.\" After that, I'll employ PressKeyTool to simulate pressing the \"Enter\" key. To summarize, I’ll be using functions.TypeTool followed by functions.PressKeyTool to complete the process. Once that’s finished, I'll provide a final answer confirming that the search has been executed. I’m making sure all steps align correctly for a smooth search experience!",
"performed_steps": [
{
"name": "Search for \"wireless ergonomic keyboard with backlighting\" in the search box",
"tools": [
"TypeTool(id='141', text='wireless ergonomic keyboard with backlighting')"
]
}
],
"changes": "URL did not change. The search experience was enhanced as the searchbox now appears with focus and includes a live results container, plus an inline suggestion text under it. A new autocomplete dialog appears showing six keyword suggestions (each as its own button) and a polite status hint that additions were made. Additionally, a previous video region in the list item was replaced with a simple image element, removing the in-page video controls (play, unmute) in favor of a static thumbnail. This reflects a move from rich media playback to a static visual asset within that item."
}{
"explanation": "",
"performed_steps": [
{
"name": "Press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=wireless+ergonomic+keyboard+with+backlighting&crid=1OZ35EVXWS553&sprefix=wireless+ergonomic+keyboard+with+backlighting%2Caps%2C189&ref=nb_sb_noss_1. The UI transitioned from a generic Amazon homepage to a dedicated search results page for “wireless ergonomic keyboard with backlighting.” The page now presents a full listing with sorting controls, a large set of refinement facets (Delivery, Features, Color, Brand, etc.), and an expanded results area, including multiple product cards with pricing, ratings, and “Add to cart” actions. Notable content changes include a new right-side/refinement panel structure with grouped filters (Free Shipping, Delivery Day, Features, Color, Brands, etc.), a price slider, and a pagination/navigation area. The product results themselves have been heavily populated with multiple item entries and supporting elements, plus auxiliary sections like “More results” and “Need help?” links; a new dialog placeholder was added, and a bottom extra RootWebArea appeared in the DOM."
}{
"explanation": "**Following filter steps**\n\nTo respond effectively, I need to guide on clicking the left sidebar filter labeled \"4 Stars & Up.\" In the ARIA tree, there’s a group called Customer Reviews that contains a link indicating this filter. This link, with the inner text of \"4 Stars,\" allows users to narrow down their results. When simulating the click, I’ll ensure to focus on that specific element with the ID that corresponds to both pieces of text. Let's help narrow the results for a better user experience! **Selecting the click tool**\n\nI need to use the functions.ClickTool with the correct ID corresponding to the link, which is ID 2432. My steps will involve first choosing that specific element before performing the tool call. There’s no need to complicate it with any parallel actions, so I’ll keep it straightforward. I’m making sure to stay focused on the right steps to get it done efficiently for the user. Let’s move forward!",
"performed_steps": [
{
"name": "Click on \"4 Stars & Up\" rating filter in the left sidebar",
"tools": [
"ClickTool(id='2432')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=wireless+ergonomic+keyboard+with+backlighting&rh=p_72%3A1248879011&dc&crid=1OZ35EVXWS553&qid=1773936512&rnid=1248877011&sprefix=wireless+ergonomic+keyboard+with+backlighting%2Caps%2C189&ref=sr_nr_p_72_1&ds=v1%3AxKFWp6HzDPrJDlnnV5UxUQwP84f2Nwzn5BEIInBqU%2Bw. The user landed on the same Amazon search results page, but the page title and some header text were updated to reflect a different product name and slightly altered results counts. The results header text now shows a lower total (e.g., “1-16 of over 2,000 results”) and the product list contents were largely replaced with different items and updated pricing data. Several accessibility and filter UI changes were added: new filter groups were introduced (Premium Brands, Power Source, Material, Seller, etc.), with multiple filter options and a See more option, while some previous groups were removed or reorganized. The complementary section at the bottom was expanded to include a personalized recommendations prompt with a sign-in path, and new interactive elements (filters, ratings, and price lines) were added or renamed to improve clarity and discoverability."
}{
"explanation": "**Setting Price Filters**\n\nI need to set a price range filter with a minimum of 40 and a maximum of 60. The ARIA tree shows we have sliders for these values, with IDs for the minimum and maximum prices. I’ll adjust the minimum price slider to 40 and the maximum to 60 using the DragSliderTool. There’s a \"Go\" button to trigger the filters, which often auto-apply, but I’m not sure if there’s a hidden “Apply” option. So, I’ll click “Go” to proceed. **Adjusting Price Filters**\n\nI see there’s a \"Price\" group with sliders and a link for \"Up to $50.\" It might need a \"See more\" click or an \"Apply\" button. My plan is to set the Minimum price to 40 and the Maximum to 60 using the DragSliderTool. I’m thinking of clicking the \"Go\" button with ID 154, although it's in the search area. It’s possible that clicking it applies the filters, but I should check if there’s an explicit \"Apply\" option. **Applying Price Filters**\n\nThe instruction suggests clicking \"apply/go,\" so I'll set the minimum and maximum prices first. I think clicking \"See options\" won't really help here. I need to set the min value to 40 and the max to 60 using the DragSliderTool, then simulate applying by clicking the \"Go\" button with ID 154. Since these actions are connected, I’ll run them sequentially. I’ll use DragSliderTool twice before clicking the \"Go\" button to finalize it all.",
"performed_steps": [
{
"name": "Set price range filter to minimum $40 and maximum $60, then apply/go",
"tools": [
"DragSliderTool(id='2597', value='40')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=wireless+ergonomic+keyboard+with+backlighting&rh=p_72%3A1248879011&dc=&crid=1OZ35EVXWS553&qid=1773936565&rnid=386442011&sprefix=wireless+ergonomic+keyboard+with+backlighting%2Caps%2C189&ref=sr_nr_p_36_0_0&low-price=60&high-price=. You went from a search results view to a heavily updated results page with new product and filter content. The page title now includes a higher price reference, and the product list has been replaced with a different mix of items, prices, ratings, and delivery details. Key changes include many new and renamed product entries, updated price labels and discounts, and a large expansion of filter options. New filter groups appear (Power Source, Material, Switch Type, Total USB Ports, Premium Brands) with multiple items each, plus added controls for price range (minimum/maximum sliders, reset and clear), and new filter actions like Apply Hot-Swappable and other filter options."
}Error: Message: invalid element state: Element is not currently interactable and may not be manipulated (Session info: chrome=146.0.7680.80) Stacktrace: 0 chromedriver 0x0000000103426a80 cxxbridge1$str$ptr + 3158700 1 chromedriver 0x000000010341eb08 cxxbridge1$str$ptr + 3126068 2 chromedriver 0x0000000102ef3724 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 75036 3 chromedriver 0x0000000102ef9954 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 100172 4 chromedriver 0x0000000102efbbd8 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 109008 5 chromedriver 0x0000000102efbc90 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 109192 6 chromedriver 0x0000000102f34ea0 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 343192 7 chromedriver 0x0000000102f324cc _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332484 8 chromedriver 0x0000000102f7a2f0 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 626920 9 chromedriver 0x0000000102f30fc8 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 327104 10 chromedriver 0x00000001033e529c cxxbridge1$str$ptr + 2890440 11 chromedriver 0x00000001033e898c cxxbridge1$str$ptr + 2904504 12 chromedriver 0x00000001033ca648 cxxbridge1$str$ptr + 2780788 13 chromedriver 0x00000001033e9210 cxxbridge1$str$ptr + 2906684 14 chromedriver 0x00000001033bb04c cxxbridge1$str$ptr + 2717816 15 chromedriver 0x000000010340dc78 cxxbridge1$str$ptr + 3056804 16 chromedriver 0x000000010340ddf4 cxxbridge1$str$ptr + 3057184 17 chromedriver 0x000000010341e760 cxxbridge1$str$ptr + 3125132 18 libsystem_pthread.dylib 0x000000018e78fc08 _pthread_start + 136 19 libsystem_pthread.dylib 0x000000018e78aba8 thread_start + 8
{
"explanation": "**Configuring sliders for pricing**\n\nI'm looking at how to use ExecuteJavascript or interactions to set sliders. There's the DragSliderTool that I can use for this, where I’ll set minimum and maximum prices with their respective IDs.\n\nTo set the minimum price to $40, I see that the range is from 0 to 104, so calling DragSliderTool with the right IDs makes sense. The maximum slider shows it can start from $40 too, which aligns well with the pricing. I'll also need to include the 4 Stars filter under Customer Reviews with the ID 2375. **Navigating customer reviews**\n\nI'm looking at the customer reviews list, where the first item shows “& Up” with “4 Stars” as a nested generic link, probably identified by ID 2376. I see that I need to click the anchor with the text “& Up 4 Stars” to apply this filter, although I'm unsure.\n\nUsing JavaScript to filter might work, but I could also navigate to a URL directly with the right parameters. Unfortunately, I need a specific URL to proceed, but the instructions mention filtering for prices between $40 and $60 for a wireless ergonomic keyboard with backlighting. **Constructing the URL**\n\nI'm thinking about proposing a URL for a search results page with filtering parameters, like the one for Amazon: “https://www.amazon.com/s?k=wireless+ergonomic+keyboard+with+backlighting&price=40-60&rating=4_star.” \n\nI’m unsure if Amazon actually supports those price filter parameters, but it seems like a reasonable next step. I’ll plan to navigate to this URL first, and then I might adjust filters using sliders or clicking on the 4 Stars option. Since we have the NavigateToUrlTool, I’ll perform that action to navigate directly to the constructed URL. **Navigating and applying filters**\n\nI plan to use the NavigateToUrlTool first to open the search URL. After that, I’ll set the sliders using the DragSliderTool for a minimum of $40 with ID 2500 and a maximum of $60 with ID 2502. Then, I need to click the 4 Stars link, but I’m unsure of the exact ID.\n\nHowever, it might be more efficient to navigate directly to a URL that already has the rating and price filters applied. So, I’ll begin with the NavigateToUrlTool, providing the URL to proceed.",
"performed_steps": [
{
"name": "Navigate to the URL with price filter between $40 and $60 and 4 star rating for wireless ergonomic keyboard with backlighting",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/s?k=wireless+ergonomic+keyboard+with+backlighting&price=40-60&rating=4_star')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=wireless+ergonomic+keyboard+with+backlighting&rh=p_36%3A40-60&rating=4_star. The user action appears to be a search or browsing flow that now results in a no-results state instead of listing products. The big content block of search results and all related refinements/pagination was removed and replaced with a message indicating no results for the query, plus a minimal help prompt. Alongside the no-results state, the accessibility tree was simplified in several places: the lengthy refinements and product list sections were collapsed to a concise summary, and a sign-in prompt was moved into the “See personalized recommendations” area with a direct Sign in link and Start here guidance. Also, decorative line breaks in many items were normalized to LineBreak elements with explicit names, reducing visual clutter in the content items."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using a tool called NavigateToUrlTool. My next step will be to execute the tool with the provided URL. After that, I'll likely just report that I'm done, as I probably won’t need to interact further. Let's go ahead and perform this tool call! It feels pretty straightforward, and I'm just making sure I’ve got all the steps lined up correctly.",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/s?k=wireless+ergonomic+keyboard+with+backlighting&rh=p_72%3A1248879011%2Cp_36%3A4000-6000&dc",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/s?k=wireless+ergonomic+keyboard+with+backlighting&rh=p_72%3A1248879011%2Cp_36%3A4000-6000&dc')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=wireless+ergonomic+keyboard+with+backlighting&rh=p_72%3A1248879011%2Cp_36%3A4000-6000&dc. Navigation changed from a generic results view to a richer, filter-heavy results page. The page now exposes an extensive Refine results panel with multiple grouped categories (e.g., Features, Connectivity, Brand, Color, Price, Department, etc.), plus a Sort by: combobox and a detailed “1-16 of 570 results” header, making filters and sorting more accessible to narrow down products. Additionally, a previously shown sign-in/personalization block was replaced with an empty complementary section, and some minor content blocks (like a few “No results” messages) were expanded into a full results listing with product cards and line breaks adjusted for consistency. The diff also introduces a dedicated pagination region and subtle formatting tweaks (LineBreak elements adjusted), plus several added or restructured helper links and labels to support the new filter UI."
}['Ergonomic Wireless Keyboard and Mouse Combo, Rechargeable 4000mAh Backlit Keyboard with a Soft, Faux Lambskin Palm Rest, Wave Keys for Natural Typing, Compatible with Windows/Mac/Chromes OS—SABLUTE', '$53.99 List: $79.99', '4.5 out of 5 stars', '162 ratings\nSABLUTE Ergonomic Wireless Keyboard and Mouse Combo - Wave Keyboard with Soft Leather Wrist Rest, Resistant Keys, RGB Backlit Rechargeable Set for PC/Mac/Chromebook (Black)', '$51.99 List: $59.49', '4.3 out of 5 stars', '832 ratings\nArteck Split Ergonomic Keyboard with Cushioned Wrist and Palm Rest, 2.4G USB Wireless Comfortable Natural Ergonomic Split Keyboard, for Windows Computer Desktop Laptop', '$49.49 List: $79.99', '4.4 out of 5 stars', '1,444 ratings\nLogitech Wave Keys Wireless Ergonomic Keyboard with Cushioned Palm Rest, Comfortable Natural Typing, Easy-Switch, Bluetooth, Logi Bolt Receiver, for Multi-OS, Windows/Mac - Graphite', '$52.49 List: $69.99', '4.3 out of 5 stars', '3,535 ratings\nArteck Ergonomic USB Wired Keyboard with Cushioned Wrist & Palm Rest, Backlit 7 Colors & Adjustable Brightness Comfortable Natural Split Keyboard with 6 Feet Wire for Windows Computer Desktop Laptop', '$59.99 List: $83.50', '4.4 out of 5 stars', '1,044 ratings\nMEETION Ergonomic Keyboard Wired, 7 Colors Transparent Backlit, 4 Brightness, 1 RGB Breathing Backlit, Comfortable Wrist Rest Cushion, USB-A/USB-C Adapter Ergo Keyboard for Windows Mac Computer Laptop', '$39.99 List Price: $49.99', '4.8 out of 5 stars', '6 ratings\nErgonomic Wireless Keyboard and Mouse Combo, 2.4G Full Size Wave Key Board with Cushioned Palm Rest, Natural Typing, 3 DPI Adjustable Mouse, USB-A & C for Computer/Laptop/Mac/Tablet - Sablute MA31', '$49.99', '4.4 out of 5 stars', '194 ratings\n1K+ bought in past monthMore Buying Choices$31.99', '$31.99</SEP>0', '0 ratings\n(continued) Wireless Keyboard and Mouse Combo, Ergonomic Wave, 9 RGB Backlit Effects, Leather Wrist Rest, Rechargeable 2.4G Silent Set for Computer/Windows/Mac, Black', '$45.11', '4.6 out of 5 stars', '49 ratings\nWireless Keyboard and Mouse Combo, (Upgraded Version) Rechargeable Backlit Ergonomic Keyboard with 4000mAh Battery, Wrist Rest and Phone Holder, Quiet for PC/Mac/Laptop/Windows/Chrome OS - SABLUTE', '$59.99', '4.6 out of 5 stars', '37 ratings\nRedragon S101M-KS Gaming Keyboard and Mouse Wireless with Tri-Mode, RGB Keyboard and 4800 DPI Gaming Mouse, 10 Independent Multimedia Keys for Wins, PC, Computer, Wireless S101 Ideal for Gamer', '$54.99', '4.5 out of 5 stars', '51,185 ratings\nArteck Split Ergonomic Keyboard with Cushioned Wrist and Palm Rest, 2.4G USB Wireless Comfortable Natural Ergonomic Split Keyboard, for Windows Computer Desktop Laptop(Repeated item)']
{
"explanation": "**Inspecting product details**\n\nI need to take action to click on the SABLUTE product, which is priced at $51.99 and has 832 ratings. In the ARIA tree, I notice there's an item labeled \"SABLUTE Ergonomic Wireless Keyboard and Mouse Combo\" at that price. It looks like it sits within a list item that has an ID of 516. However, that heading ID seems a bit mixed up with others, like Arteck and Logitech. I’ll keep verifying to ensure I have the right information. **Confirming product details**\n\nI think I’ve got the product details sorted out now. The SABLUTE Ergonomic Keyboard and Mouse Combo has a heading ID of 535 and is priced at $52.49, which doesn't match the earlier listing of $51.99. However, the item with 832 ratings does have an ID of 546. I need to focus on the link with ID 534 that contains the SABLUTE heading. So, I’ll click on the product link with ID 534 using functions.ClickTool. Let's move forward!",
"performed_steps": [
{
"name": "Click on the product \"SABLUTE Ergonomic Wireless Keyboard and Mouse Combo - Wave Keyboard with Soft Leather Wrist Rest, Resistant Keys, RGB Backlit Rechargeable Set for PC/Mac/Chromebook (Black)\" priced at $51.99 with 832 ratings",
"tools": [
"ClickTool(id='534')"
]
}
],
"changes": "URL changed to https://www.amazon.com/SABLUTE-Ergonomic-Wireless-Keyboard-Mouse/dp/B0DP2T94NX/ref=sr_1_4?dib=eyJ2IjoiMSJ9.8S9QKQBC5s14QGmPOjfNnd61-tNW6L_hJi6N7k4py3EAVw0t_5W9DC0GAfnzTdXTwia07qTQM0S5IYFoFC2PUZqzp-bcQ_5wDVRzh7MhVeOrBxd45erV6Ey_9PVajCHG3Cb3hQ8VVG9iHp6Y17aT4g8ABDkB2WhU5rzrX2aayqXnxjyrVmxnvFbAF3YqCpUevIRKQFrn_Vdp4WtqaAmjeZ9m9LRGrxJ428fA_ytH4Qw.NX_CypeFO0zOFjy9ZZ0svuniKXsymUZinyuaAfd3wUg&dib_tag=se&keywords=wireless%2Bergonomic%2Bkeyboard%2Bwith%2Bbacklighting&qid=1773936748&refinements=p_72%3A1248879011%2Cp_36%3A4000-6000&sr=8-4&th=1. The page was updated from a generic Amazon product surface to a SABLUTE-specific, feature-rich product detail layout. The root product entry now uses a much longer, branded title and the surrounding navigation/content has been reorganized to showcase product-specific sections like media, buying options, and related content. Key changes include new items and regions such as About this item, Videos, From the Brand, Product information (dimensions, weight, ASIN, etc.), and Sustainability features. The page also adds comprehensive product detail elements (a detailed specs table, warranty info, reviews with multiple country views, top reviews, and a multi-tab review spotlight), plus a product carousel with multiple SABLUTE-related visuals and comparison data to support purchasing decisions."
}['SABLUTE Ergonomic Wireless Keyboard and Mouse Combo - Wave Keyboard with Soft Leather Wrist Rest, Resistant Keys, RGB Backlit Rechargeable Set for PC/Mac/Chromebook (Black)', '$51.99 with 13 percent savings', '4.3 out of 5 stars', '(832)']
{
"explanation": "**Clicking to Save Product**\n\nI need to save a product by clicking on \"Add to List\" or \"Add to Wish List.\" I see the element labeled as \"Add to List\" in the ARIA structure, specifically a link with id 962. I’ll go ahead and use the ClickTool with that id to perform the click. It seems using multi_tool_use.parallel isn’t necessary here; just a simple click will do. After that, I'll respond with success! Let's proceed!",
"performed_steps": [
{
"name": "Click \"Add to List\" or \"Add to Wish List\" button to save this product",
"tools": [
"ClickTool(id='962')"
]
}
],
"changes": "URL did not change. No changes were detected in the accessibility tree diff. \nThere are no added or removed regions, controls, or labels, so no user-visible content changes occurred. \nConsequently, the user experience remains unchanged."
}{
"explanation": "**Identifying the Add to Cart button**\n\nI need to ensure that I click the right \"Add to Cart\" button. There are several buttons available in the ARIA tree, but the main product area has a button with id=\"687\" labeled \"Add to cart,\" which seems to be the most prominent one. I’ll go ahead and use the ClickTool function with that id to perform the action. Once I click, I'll confirm that it's been clicked. No need for any parallel processes here!",
"performed_steps": [
{
"name": "Add this product to cart by clicking the \"Add to Cart\" button",
"tools": [
"ClickTool(id='687')"
]
}
],
"changes": "URL did not change. A product detail page was replaced with a modal dialog overlay. The previous page chrome and most product content are removed in favor of a focused, purchasable-choices panel. Key changes include a simplified, product-purchase oriented content block: an \"Add to your order\" area with coverage/protection options, and new protection-plan items showing clear price and a Learn more button. Several expansive sections from the product page (reviews, descriptions, brand carousels, and site-wide footer/menus) were removed or collapsed, leaving a compact set of protection options such as 3-Year and 4-Year plans and a new Complete Protect offer, all presented with checkbox-style selection."
}{
"explanation": "",
"performed_steps": [
{
"name": "Close this modal or click \"No thanks\" to skip the protection plan and confirm the item was added to cart",
"tools": [
"ClickTool(id='1660')"
]
}
],
"changes": "URL changed to https://www.amazon.com/cart/smart-wagon?newItems=b090c0ea-e128-4b00-bb48-dd0a12a35579,1&ref_=sw_refresh. The interface shifted from a product-detail focused view to the Amazon Shopping Cart experience, expanding the page into a full cart-centric layout with rich navigation and additional content sections. The cart now includes a prominent shortcuts/navigation area, a primary banner with search and language/account controls, and a large cart area with itemized entries and subtotal actions. Key visible changes include a new shortcuts menu (Skip to, Keyboard shortcuts), a comprehensive header with search dropdown and language/account options, and a substantial cart panel showing the SABLUTE item, quantity controls, pricing, and a prominent Proceed to checkout action. In addition, the page gains a complementary section titled Your recently viewed items and featured recommendations, featuring multi-item carousels and next/previous slide controls, plus personalized recommendations prompts."
}Check passed! The cart items include a SABLUTE Ergonomic Wireless Keyboard and Mouse Combo entry with price $51.99, indicating it is in the shopping cart.










Chrome driver started successfully (driver_id: python-1772417863) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/ and search for \"stainless steel 12-cup programmable coffee maker\"",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. The UI evolved from a minimal focused root to a full homepage-style interface, introducing a complete header/navigation and content-packed main area. The new layout adds a dedicated shortcuts menu with keyboard tips, a primary banner/navigation area (brand, location, language, account, search, and category menus), and a large interactive main section with a featured carousel and multiple rich content blocks. In the main content, numerous sections were added and populated with image-rich product groups (e.g., Save on Amazon Devices, Trending spring bags, Best Sellers in Books/Computers/Beauty/etc., Shopbop and groceries promotions, and seasonal “Spring finds” and “Best Sellers” lists), separated by horizontal separators and complete with thumbnails, labels, and links. The footer expands with extensive help/manage links and language/country controls, plus a “More on Amazon” navigation cluster. Overall, a comprehensive homepage with navigation, search, and dozens of content sections replaced the prior minimal root."
}{
"explanation": "**Executing search input**\n\nI need to type text into a search box and then press Enter. I see that the search box has an identifiable ID of 133 and is focusable. There’s also a Go button with ID 140. I’ll use TypeTool to input \"stainless steel 12-cup programmable coffee maker\" into the search box, then use PressKey to simulate pressing the Enter key. I realize using both tools sequentially makes more sense than trying to do them in parallel, so I'll run them in order.",
"performed_steps": [
{
"name": "Type \"stainless steel 12-cup programmable coffee maker\" in the search box and press Enter to search",
"tools": [
"TypeTool(id='133', text='stainless steel 12-cup programmable coffee maker')"
]
}
],
"changes": "URL did not change. The page now shows an expanded autocomplete experience and a live suggestion dialog. The search box is marked as focused and linked to an autocomplete results container, and a plain-text query hint (“stainless steel 12-cup programmable coffee maker”) is exposed inside the control. A suggestion dialog appears containing multiple selectable coffee-maker items, each in its own row with a dedicated button, plus a polite status message prefixing the results. Additionally, several link entries in the navigation moved from rendering visible LineBreak elements to InlineTextBox placeholders, and one navigation label was renamed, suggesting content tweaks and improved screen-reader readability."
}{
"explanation": "**Executing search submission**\n\nI need to submit a search by simulating pressing the Enter key. First, I'll identify the search input element, which has the id 141 and contains \"stainless steel 12-cup programmable coffee maker.\" Typically, pressing Enter in the input box should trigger the search. I can use PressKeyTool to do this by calling the function with the key \"Enter.\" I'll assume that the input is already focused, so I’ll just execute that single tool call!",
"performed_steps": [
{
"name": "Press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=stainless+steel+12-cup+programmable+coffee+maker&crid=21LKIYQAHHLFI&sprefix=stainless+steel+12-cup+programmable+coffee+maker%2Caps%2C275&ref=nb_sb_noss_1. The page now appears to show a search results view for a specific coffee maker, replacing a simpler homepage/nav setup with a full results layout and refinements. A prominent skip-to-link was added (Skip to main search results) and a comprehensive left-side refinements panel emerged, including groups like Material, Mode, Special Features, Price, Deals, Brands, Condition, Color, Top Brands, Depth, Height, Width, and more, each offering interactive filter controls. On the main results side, the listing expanded to include many product cards with titles, ratings, prices, delivery info, and Add to cart actions, plus a visible pagination control. The diff also adds various price sliders and a large array of new filter options, while removing several earlier content blocks and images. A minor structural addition at the end wraps up with an extra root/dialog-like element, indicating some accessibility scaffolding changes."
}{
"explanation": "**Filtering by price range**\n\nWe need to filter results by a price range of $100 to $200 using the side panel. In the Filter area, there’s a group called \"Price\" with options: Up to $50, $50 to $90, $90 to $200, and $200 & above. I should select \"$90 to $200\" or adjust the slider to a minimum of $100 and a maximum of $200. Clicking the \"$90 to $200\" option with ID 4364 seems to be the right choice since it fits our range. **Clicking the right element**\n\nIn the snippet, I see that the list item with ID 4364 contains a link I want to click, specifically the one with ID 4365 and the text \"$90 to $200.\" So, I’ll use the ClickTool function with ID 4365 to perform this action. It should be a single action, and I’ll make sure to provide a concise response afterward, confirming the click. Let’s go ahead and call the tool now!",
"performed_steps": [
{
"name": "Filter the results by price range $100 to $200 using the price filter on the left side panel",
"tools": [
"ClickTool(id='4365')"
]
}
],
"changes": "URL did not change. The diff shows a broad UI content and accessibility tree refresh within a product listing flow. In many places the Add to cart button is now wrapped in an extra generic container, increasing the nesting around the actionable element. The most noticeable accessibility/content changes restructure line breaks: LineBreak elements that previously carried a newline (name of \" \") are now empty-named LineBreaks with an InlineTextBox child, effectively moving newline handling into inline text. This pattern also appears repeatedly across multiple items. Additionally, several listings gained minor content updates (e.g., “Save $X” notes and coupon text) and a few price/offer lines were slightly reformatted (e.g., “600+ bought in past month” combined with coupon text). A couple of small date/time values in “Ends in” were updated as well."
}{
"explanation": "**Setting price filter values**\n\nOkay, I need to adjust the price filter sliders: set the minimum to 100 and the maximum to 200. I'll check the IDs from the ARIA tree, noting that the Minimum price ID is 5479 and Maximum price ID is 5481. But, wait! The slider's range indicates a valuemin of 0 and valuemax of 147, suggesting the values can't directly accommodate 100 and 200. I need to think about how to interpret this and proceed with the interactions correctly! **Confirming actions for price filter**\n\nI see that for the sliders, I need to set them to 100 for the Minimum price (ID 5479) and 200 for the Maximum price (ID 5481). I’ll use the DragSliderTool for both. Then, there's the Go button; initially, I noticed it had ID 154 for the search, but I’m wondering if there's a different Go button for applying filters after setting them. I’ll have to confirm its availability before proceeding to click the Go button with ID 154. **Executing tool calls**\n\nI need to interact with the user interface in a specific order. First, I'll use the DragSliderTool to set the Minimum price to 100 (ID 5479) and then the Maximum price to 200 (ID 5481). After that, I’ll click on the Go button, which has ID 154. It's important to do these actions sequentially for proper functionality. So, I'll set the sliders first, then proceed to click the Go button to apply the filters.",
"performed_steps": [
{
"name": "Set the minimum price to 100 and maximum price to 200 in the price range filter fields, then click Go",
"tools": [
"DragSliderTool(id='5479', value='100')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=stainless+steel+12-cup+programmable+coffee+maker&rh=p_36%3A60000-&crid=21LKIYQAHHLFI&qid=1772417915&rnid=386465011&sprefix=stainless+steel+12-cup+programmable+coffee+maker%2Caps%2C275&ref=sr_nr_p_36_0_0. A user navigated from a general catalog/search view to an updated, filter-rich results page. The skip/navigation list gained a new “Results” link, and the main header text changed from “1-48 of 655 results…” to a concise “29 results for …”. The content area was heavily revised: multiple product entries were replaced with new or renamed items and richer pricing/stock details, and a large, expanded filter/sidebar was introduced. New filter groups appeared (Color, Grade, Filter Type, Special Features, Brands, Depth/Height/Width, Deals), each with multiple selectable options and some items updated to reflect current stock or price; line-break handling also became more uniform across entries."
}{
"explanation": "",
"performed_steps": [
{
"name": "Set the maximum price to 200 using the max price input field and click Go to apply the filter",
"tools": [
"DragSliderTool(id='2229', value='200')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=stainless+steel+12-cup+programmable+coffee+maker&crid=21LKIYQAHHLFI&qid=1772418043&rnid=386465011&sprefix=stainless+steel+12-cup+programmable+coffee+maker%2Caps%2C275&ref=sr_nr_p_36_0_0&low-price=600&high-price=. You opened a specific product results page for a stainless steel 12-cup coffee maker, moving from a generic product view to a detailed listing of competing options. The page title bar was updated to include the product and a higher price tier, and the main results region now shows a long list of buying options with prices, delivery estimates, and “Add to cart” actions. Key content changes include a large expansion of the results list (now with multiple listitems showing different retailers and offers, including “More Buying Choices” entries and ratings), plus the introduction of an Amazon’s Choice/Featured items subset. The complementary area was enhanced to offer personalized recommendations with a sign-in prompt, and throughout the list, line breaks were standardized to use inline break elements for cleaner formatting. Interactive elements like Add to cart buttons and sign-in/see options links remain the primary actions."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to the URL: https://www.amazon.com/s?k=stainless+steel+12-cup+programmable+coffee+maker&rh=p_36%3A10000-20000&ref=sr_nr_p_36_0_0",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/s?k=stainless+steel+12-cup+programmable+coffee+maker&rh=p_36%3A10000-20000&ref=sr_nr_p_36_0_0')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=stainless+steel+12-cup+programmable+coffee+maker&rh=p_36%3A10000-20000&ref=sr_nr_p_36_0_0. The diff shows a broad reworking of the Amazon search results UI, shifting from a generic list to a more feature-rich, filterable results page with pagination. The top header text was normalized and a new results count line appears (1-48 of 204 results), and a dedicated pagination navigation was added near the bottom. Content changes are extensive: product items now include richer color options, multiple size/color groupings, and \"Add to cart\" actions per item, with updated price, rating, and delivery details. The filter panel was heavily redesigned, replacing some filters (Mode/Condition) with new categories (e.g., Condition, Filter Type, Color, Width, Height) and expanding color options; price filters were converted from a wide, currency-based range to a simpler min/max slider with different numeric bounds. A number of product listings were replaced or renamed, and a pagination control group was added to the navigation."
}{
"explanation": "**Filtering customer reviews**\n\nI’m focusing on filtering customer reviews by ratings of 4 stars and above using the left sidebar’s “Customer Reviews” filter. I’ve spotted a link that says “& Up 4 Stars” which I need to click. The element with id 4011 includes this link, so I’ll use the function to click it. It’s great that it’s focusable, making it straightforward to proceed with the action. Let’s carry on with this!",
"performed_steps": [
{
"name": "Filter by 4 stars and above rating using the Customer Reviews filter in the left sidebar",
"tools": [
"ClickTool(id='4011')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=stainless+steel+12-cup+programmable+coffee+maker&rh=p_36%3A10000-20000%2Cp_72%3A1248915011&dc&qid=1772418150&rnid=1248913011&ref=sr_nr_p_72_1&ds=v1%3Ak9LkCVBpa9BcSQ0Nq9iOZoqrGgog0%2F%2BWkNFlZXjvVF4. You navigated from a generic Amazon search results page to a more detailed coffee maker listing view. The page title was updated to be more descriptive, and the results header now shows a different total (1-48 of 182 instead of 1-48 of 204), indicating a revised result set. Content changes are widespread: many listed products have updated titles, prices, stock status, and rating counts, plus new color/option details (and some color names were altered). The UI also introduces additional interactive content in the listing (Add to cart buttons repositioned within each item, line breaks adjusted, and new “Options” and color patterns). A personalized-recommendations section was added under complementary content, and multiple filter group labels and items were renamed or reorganized (e.g., Color, Condition, Capacity, Height, Input) to reflect different filter options."
}['Cuisinart DCC-1200P1 Brew Central 12-Cup Programmable Coffeemaker Coffee Maker, Carafe, Brushed Chrome — $129.95 — 4.6 out of 5 stars', 'Cuisinart 12 Cup Brew Central Maker Coffee Maker, Black Stainless Steel, DCC-1200BKSNAS — $129.95 — 4.6 out of 5 stars', 'Cuisinart 14-Cup Coffee Maker, Programmable PerfecTemp Glass Carafe Coffee Machine with 1-4 Cup Setting, Brew Strength Control and Pause, Stainless Steel, DCC-3200BKSNAS, Black — $119.95 — 4.4 out of 5 stars', 'Ninja Fresh Brew™ Drip Coffee Maker | Programmable 14Cup Glass Carafe, Brew Classic & Rich, 70oz Removable Water Reservoir | Small Batch, Delay Brew, Adjustable Warming Plate | Stainless Steel | CE451 — $119.99 — 4.4 out of 5 stars', 'Mr. Coffee 10-Cup Programmable Coffee Maker, Insulated Thermal Carafe, Brew Strength Selection, Brew Now or Later, Stainless Steel — $119.99 — 4.2 out of 5 stars']
Driver python-1772417863 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772417863 Token usage statistics: - Total: 273904 tokens (270045 input, 3859 output) - Cached: 0 tokens (0 input, 0 output)





Chrome driver started successfully (driver_id: python-1773937090) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/s?k=non-stick+oven-safe+cookware+set+10+piece&rh=p_36%3A1-15000",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/s?k=non-stick+oven-safe+cookware+set+10+piece&rh=p_36%3A1-15000')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=non-stick+oven-safe+cookware+set+10+piece&rh=p_36%3A1-15000. A lot more content was added to the accessibility tree, turning a bare root node into a full Amazon-like page structure. The page now includes a named RootWebArea for the product results and a complete navigation/band of shortcuts, search, language/account controls, and a large, multi-group filter/refinement panel. Key user-visible changes include a comprehensive results region with individual product items (titles, prices, ratings, “Add to cart” actions), sorting controls, and multiple helper sections (delivery estimates, free shipping, deals, color/brand/material filters). There’s also a pagination area, a help/assistance block, and a footer with standard site links, indicating a fully fleshed-out, interactive search results experience."
}NOOP
['T-Fal Signature Nonstick Pots and Pans Set 12 Piece, Oven Broiler Safe 350F, Kitchen Cookware Set w/Fry Pans, Saucepans, Saute Pan, Dutch Oven, Griddle, Kitchen, Home, Dishwasher Safe, Black | $109.95 | 12 Piece', 'T-fal Essentials Non-Stick Pots and Pans Cookware 10 Piece Set, Black | $67.83 | 10 Piece', 'Amazon Basics Ceramic Nonstick Cookware Set, Induction Ready, Dishwasher & Oven Safe, Even Heating, 10-Piece Set with Frying Pans, Saucepans, Glass Lids, Copper Color | $79.88 | 10-Piece', 'Sur La Table Kitchen Essentials 10 Piece PFA Free Non-Toxic Titanium Ceramic Nonstick Interior Forged Aluminum Cookware Pots and Pans Set - Green - Induction Compatible | $89.59 | 10 Piece', 'CAROTE Pots and Pans Set Nonstick, White Granite Induction Kitchen Cookware Set, 10 Pcs Non Stick Cooking Set w/Frying Pans & Saucepans(PFOS, PFOA Free) | $89.99 | 10 Pcs']
{
"explanation": "",
"performed_steps": [
{
"name": "Click on the T-Fal Signature Nonstick Pots and Pans Set 12 Piece product",
"tools": [
"ClickTool(id='411')"
]
}
],
"changes": "URL changed to https://www.amazon.com/T-fal-Signature-Dishwasher-Thermo-Spot-Indicator/dp/B001167VIQ/ref=sr_1_5?dib=eyJ2IjoiMSJ9.3duob-vJVPu3KsYCE_Kb1nJUI47cUOw6UlHCMhjMXubualmu8QwQ3YX9XMLQCckjDgbYc4F7Uk-YhNlZ6Mu75xBYWLGLI0ywkreGjIsb6qdwNhx9cMUkDPYqhEJ7bFbc0r4y9tVK1JfgP7ZhCyCEhkrA4s8Jujz_9MniLMOlREhtsl8VHQXEvMHWWCVOCzfdkxOgVN13jG56LNnqQVYu-RMlrYvnmEajea4jKXFQGX0GE614UUw4HousXSplS4XFJ2v-tQLEkTGghoIwtHSGegTY4K1eNsX3HkE4wczvba0.2ToRz1i2toAqmYotyb8KJRh0HtLLQwXmSzmoTP3gzCE&dib_tag=se&keywords=non-stick%2Boven-safe%2Bcookware%2Bset%2B10%2Bpiece&qid=1773937100&refinements=p_36%3A1-15000&sr=8-5&th=1. The page moved from a generic search results view into a detailed product page for a specific item, with a broadened navigation and richer content. The title changed from a narrow search-term label to a long, brand-heavy product entry, and a large portion of the UI was replaced with product-specific sections. Key changes include the addition of a comprehensive product detail layout: an image/gallery area, price and purchase controls, a product information table, safety and warranty resources, and a large, multi-tab style Reviews section with customer stories and translations. There are also new brand-level and product carousel widgets, a “From the Brand” area, and navigation links to jump to sections like About this item, Product information, and Customer reviews. Overall, the interface evolved to provide in-depth product data, media, and social proof rather than just listing results."
}['T-Fal Signature Nonstick Pots and Pans Set 12 Piece, Oven Broiler Safe 350F, Kitchen Cookware Set w/Fry Pans, Saucepans, Saute Pan, Dutch Oven, Griddle, Kitchen, Home, Dishwasher Safe, Black', '$109.95', '12 Piece', '350°F', 'TITANIUM NON-STICK INTERIOR', 'RIVETED SILICONE HANDLES', 'EVEN HEAT BASE', 'DISHWASHER AND OVEN SAFE', 'https://www.amazon.com/T-fal-Signature-Dishwasher-Thermo-Spot-Indicator/dp/B001167VIQ/ref=sr_1_5?dib=eyJ2IjoiMSJ9.3duob-vJVPu3KsYCE_Kb1nJUI47cUOw6UlHCMhjMXubualmu8QwQ3YX9XMLQCckjDgbYc4F7Uk-YhNlZ6Mu75xBYWLGLI0ywkreGjIsb6qdwNhx9cMUkDPYqhEJ7bFbc0r4y9tVK1JfgP7ZhCyCEhkrA4s8Jujz_9MniLMOlREhtsl8VHQXEvMHWWCVOCzfdkxOgVN13jG56LNnqQVYu-RMlrYvnmEajea4jKXFQGX0GE614UUw4HousXSplS4XFJ2v-tQLEkTGghoIwtHSGegTY4K1eNsX3HkE4wczvba0.2ToRz1i2toAqmYotyb8KJRh0HtLLQwXmSzmoTP3gzCE&dib_tag=se&keywords=non-stick%2Boven-safe%2Bcookware%2Bset%2B10%2Bpiece&qid=1773937100&refinements=p_36%3A1-15000&sr=8-5&th=1']
Driver python-1773937090 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1773937090 Token usage statistics: - Total: 125324 tokens (121776 input, 3548 output) - Cached: 0 tokens (0 input, 0 output)








Chrome driver started successfully (driver_id: python-1772418572) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to a URL**\n\nI need to use the NavigateToUrlTool to navigate to a specific URL. This seems straightforward—I don’t need to complicate things with multiple tools. After using the tool, I can respond with a confirmation to let the user know that I've done it. Keeping it concise will be important too. So, I'm ready to perform the tool call and provide a quick update once it's done!",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. Navigated to the full Amazon homepage. The accessibility tree expanded from a simple root into a richly populated page with header navigation, search, language/country picks, account/cart areas, and a large main content region. Key content changes include a comprehensive banner/navigation area with a primary menu and a long list of department links, a featured content carousel, and numerous content sections (e.g., Save on Amazon Devices, Trending spring bags, Best Sellers in Computers & Accessories, Best Sellers in Books, Home & Kitchen, Beauty & Personal Care, Baby sales, Shopbop highlights, etc.). The footer was extended with extensive help links and policy sections, plus a complementary area for recently viewed items and recommendations."
}{
"explanation": "**Executing tool calls**\n\nI’m going to type \"men's waterproof digital sports watch heart rate monitor\" into the identified field using the TypeTool. After that, I’ll press Enter with the PressKeyTool. It seems straightforward; I just need to perform these actions in order to complete the task. I’ll proceed step by step to ensure everything is done correctly. Let's get this done!",
"performed_steps": [
{
"name": "Search for \"men's waterproof digital sports watch heart rate monitor\" in the Amazon search bar and press Enter",
"tools": [
"TypeTool(id='133', text='men's waterproof digital sports watch heart rate monitor')"
]
}
],
"changes": "URL did not change. The search experience expanded to show autocomplete suggestions. The search box now has focus state, a new controls reference to the autocomplete results container, and an inline suggestion string inside the box, plus a dialog containing a grid of suggestion buttons appears beneath it. Several content areas were updated to present inline, selectable suggestions and break formatting changes. A non-modal dialog with four suggestion rows buttons was added, including a status caption, and a previously active carousel \"Previous slide\" button is now explicitly disabled. Numerous link labels were adjusted to longer, more descriptive titles, and line breaks in lists were replaced with InlineTextBox wrappers (each break now renders as an inline element)."
}{
"explanation": "**Submitting search query**\n\nI need to press Enter to submit the search. There’s a search input with ID 141 labeled for the query “men's waterproof digital sports watch heart rate monitor.” It's important to focus on the search box before submitting. I can simulate pressing Enter while focused on the search input. Since I can't set focus, I'll perform a PressKeyTool with the key \"Enter.\" Afterward, I'll respond to confirm that the Enter key was pressed to submit the search. Let's get started!",
"performed_steps": [
{
"name": "Press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=men%27s+waterproof+digital+sports+watch+heart+rate+monitor&crid=36QWE1A8SUA3N&sprefix=men%27s+waterproof+digital+sports+watch+heart+rate+monitor%2Caps%2C305&ref=nb_sb_noss_1. Navigated from the generic Amazon home area into a highly specific search results page for “men's waterproof digital sports watch heart rate monitor.” The main area was restructured from a product carousel banner to a long results listing with a sort control and many individual items. Key changes include a large push of accessibility-friendly filtering and refinement groups (Free Shipping, Customer Reviews, Special Features, Sport Type, Water Resistance, Display Type, Target Audience, Metrics Measured, and more), plus an expanded pagination/navigation section and a help/filters callouts set. The product listing itself was expanded with multiple result items and price/rating details, while several banners and carousels were removed; a new dialog element and an additional RootWebArea wrapper were introduced to house these refinements and controls."
}{
"explanation": "**Applying price filter**\n\nTo apply the filter, I think I’ll need to click that option first. The instructions tell me to enter 50 as the minimum price and 100 as the maximum price. \n\nSo, I need to adjust the sliders accordingly: I should set slider 3830 to 50 and slider 3832 to 100. I’m also wondering if there's an Apply button, but I don’t see one—perhaps the filter applies automatically when the sliders are set. **Setting price ranges**\n\nI wonder if there's an \"Up to $20\" option—I'm not entirely sure. My plan is to use the DragSliderTool for both sliders, and then click on the item that represents the price range. I might not see an \"Apply\" button, so I’m assuming the application occurs automatically. \n\nTo be thorough, I could also click the \"$50 to $100\" option after setting the sliders. So, I'll set slider 3830 to 50 and 3832 to 100, then click 3840 to apply. I'll perform these steps in sequence. **Executing tool calls**\n\nI need to use the functions.DragSliderTool and ClickTool. I’m realizing I can't run these in parallel because it’s crucial to adjust the sliders first and then click. So, it looks like I'll need to make three calls in sequence. \n\nI'll proceed accordingly, making sure each step is executed before moving on to the next. It’s important to follow this order to get the right results!",
"performed_steps": [
{
"name": "Filter results by price range $50 to $100. Find the price filter section and enter 50 as the minimum price and 100 as the maximum price, then apply the filter.",
"tools": [
"DragSliderTool(id='3830', value='50')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=men%27s+waterproof+digital+sports+watch+heart+rate+monitor&crid=36QWE1A8SUA3N&qid=1772418682&rnid=386589011&sprefix=men%27s+waterproof+digital+sports+watch+heart+rate+monitor%2Caps%2C305&ref=sr_nr_p_36_0_0&low-price=70&high-price=. A new, more expansive filter panel and updated page title appear alongside the product results. The root area title was changed to a more marketing-friendly label, and the results header count was corrected from over 1,000 to 154 results. Content-wise, the listing density increased with many new product entries shown in the results, including added price, rating, delivery, and “Add to cart” affordances. The filter sidebar was extended with several new groups (Brands, Metrics Measured, Target Audience, Display Type, Wearable OS, etc.) and multiple new filter options (e.g., Blood Oxygen, Sleep Duration, various brands and sizes), plus price-range controls and action links like Reset price range and Clear."
}{
"explanation": "**Clarifying button details**\n\nThe maximum value is noted as 85, but the spec suggests setting the maximum price at 100. I think we can simulate this by adjusting the slider to 100, even though the maximum shows 85. I see there’s a Go button, but I need to clarify its ID—earlier it was 154 for search. There might be another Go button for filters that I can't see, and I’ll need to check the refinements area further for clarity. **Assessing button interactions**\n\nI see there's a \"Go\" button that’s not visible, and it might be the same as ID 154, but that seems illogical since that's meant for search. I can at least adjust the slider, but then I need to click a Go button for the price filter. There’s a generic button with an ID of 4481, which contains a \"Reset price range\" link. I’m uncertain about the Go button’s actual ID, and it’s possible that the instruction requires it to be clicked to apply the filter. **Exploring button options**\n\nI think we can try clicking the Go button in the search area to apply the price filter, but I need to adjust the sliders first. After that, the UI might auto-apply, but the instructions specify I should click Go. \n\nI plan to:\n\n- Drag slider with ID 4478 to 50.\n- Drag slider with ID 4480 to 100.\n- Click the Go button — but which ID is it? It might be 154, which is for search, and I don't think that's relevant. There’s also a link with ID 4482 that says \"Go,\" but it seems it’s not what I need either. **Deciding on the Go button**\n\nIt looks like the link ID 4482 is actually for \"Reset price range,\" not a Go button. So, I think my next steps should be to adjust the sliders and then look for a Go button, but I haven't found one. The user wants me to perform the steps, so I'll say I've set the minimum price slider (ID 4478) to 50 and the maximum slider (ID 4480) to 100, but there’s no Go button to click. I’ll go ahead with calls for the sliders! **Clarifying button interactions**\n\nAfter adjusting the sliders, I’m considering clicking the button with ID 154, which is for the search Go. I'm not sure if that’s the right choice for applying the price filter, so I think I should skip that click for now. I’ll inform the user that a Go button wasn't found but that the filter may auto-apply. Instead, let's execute the necessary actions in parallel to ensure everything runs smoothly.",
"performed_steps": [
{
"name": "Find the minimum price input field and set it to 50, then find the maximum price input field and set it to 100, then click the Go button to apply the price filter.",
"tools": [
"DragSliderTool(id='4478', value='50')",
"DragSliderTool(id='4480', value='100')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "**Navigating to URL**\n\nI need to respond with steps on how to navigate to a URL. I'll probably start by acknowledging the request and then provide a plan to open the URL. Since I can't browse directly, I'll simulate it by calling the NavigateToUrlTool with the specified URL. It makes sense to use that tool, confirm the action, and then give a brief confirmation that it's done. Let's get that tool call underway!",
"performed_steps": [
{
"name": "Navigate to this URL to filter by price $50 to $100: https://www.amazon.com/s?k=men%27s+waterproof+digital+sports+watch+heart+rate+monitor&low-price=50&high-price=100",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/s?k=men%27s+waterproof+digital+sports+watch+heart+rate+monitor&low-price=50&high-price=100')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=men%27s+waterproof+digital+sports+watch+heart+rate+monitor&rh=p_36%3A5000-10000. You navigated from a generic search results page to a more feature-rich listing with expanded results and a redesigned filter panel. The page now shows a higher total results count (229 vs 154) and several product items with updated titles, prices, ratings, and “Add to cart” actions. Content changes emphasize a much larger, more granular filter system: new groups like Display Type, Target Audience, Wearable Computer Compatible Devices, and several width/depth/battery-related filters were added or renamed; many filter options were reorganized or moved, with several items renamed (e.g., product headings and brand-like labels) and new options such as “Sustainability Features” and “Price slider” adjustments. Inline structure also changed to introduce explicit interactive elements (Add to cart buttons) and line breaks in product entries to tighten presentation."
}['Smart Watch for Men Fitness Tracker: Make/Answer Call Military Smart Watches for Men Digital Watches Heart Rate Monitor Waterproof Running Smartwatch Android Phones iPhone Samsung Compatible 2 Bands — $69.99 — 4.8 out of 5 stars', 'Smart Watch for Men Women Fitness: Waterproof Make Answer Call Digital Mens Watches Running Pedometer Step Tracker Smartwatch Android Phone iPhone Samsung Compatible Sleep SpO2 Heart Rate Monitor — $69.99 — 4.9 out of 5 stars', 'Smart Watch for Men Women Fitness: Make Answer Call Running Digital Mens Watches Waterproof Smartwatch Android Phone iPhone Samsung Compatible Sleep SpO2 Heart Rate Monitor Step Pedometer Tracker — $69.99 — 4.8 out of 5 stars', "SUNKTA Military Smart Watch for Men(Answer/Dial Calls),100 Sports Modes, 5ATM Waterproof Fitness Watch with Heart Rate/SpO2/Blood Pressure for Android and iOS,1.39''HD DIY Screen Smartwatch Black — $51.81 — 4.1 out of 5 stars", 'Smart Watch for Men Women Fitness: Make Answer Call Military Smart Watches for Men Digital Watches Heart Rate Monitor Waterproof Running Smartwatch for Android Phone iPhone Samsung Compatible Sleep SpO2 Heart Rate Monitor 120 Sports Model — $69.99 — 4.2 out of 5 stars']
Driver python-1772418572 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772418572 Token usage statistics: - Total: 269244 tokens (264849 input, 4395 output) - Cached: 686 tokens (503 input, 183 output)








Chrome driver started successfully (driver_id: python-1772419020) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. It seems like a straightforward task where I just need to make that one tool call. I’ll provide a brief reason for the navigation before executing it. Once I successfully navigate, I’ll confirm that everything has gone as planned. Let’s get this done!",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. A broader accessibility structure was added to the page, turning the previous minimal RootWebArea into a full, labeled UI tree for navigation. The diff introduces a dedicated shortcuts/navigation region (Skip to, Keyboard shortcuts) and a primary banner/navigation area with language/country controls, account links, and a large interactive search, making quick access and global actions more explicit. Content-wise, the after state exposes extensive sections such as Featured content carousels, multiple themed groups (15% off designer brands, Presidents’ Day sales, Shop by category, Best Sellers in various departments), and a long catalog of category and product-like items. The bottom area now includes footer-like elements and language/country selectors, plus standard links (Conditions of Use, Privacy Notice).Interactive elements are clearly labeled (e.g., Go button, Open All Categories Menu, language/country switches)."
}{
"explanation": "**Searching for air fryer**\n\nI need to search for \"compact air fryer 2 to 3 quart digital display auto shutoff.\" First, I'll interact with the search input element, which has an ID of \"142.\" There’s also a \"Go\" button with an ID of \"149.\" To perform the search, I’ll type into the search box and then click the button. While I’m considering whether I could do these in parallel, it looks like typing and clicking needs to be sequential, so I’ll proceed with that plan directly.",
"performed_steps": [
{
"name": "Search for \"compact air fryer 2 to 3 quart digital display auto shutoff\" in the search bar",
"tools": [
"TypeTool(id='142', text='compact air fryer 2 to 3 quart digital display auto shutoff')"
]
}
],
"changes": "URL did not change. The interface added richer autocomplete behavior and a live suggestion panel for the search experience. The search box now gains focus state and an explicit control reference to the autocomplete results container, and it includes a visible current query string beneath it, indicating an active suggestion workflow. In the carousel and media area, navigation and playback controls were updated: the Previous slide button is now disabled, while the Next slide button is enabled. The slide content was expanded to include a suggested item link and a video region with a playable video and obvious Play and Unmute controls, replacing an earlier static image."
}{
"explanation": "**Simulating a search submission**\n\nI need to press Enter to submit the search. First, I should identify the input field. In the ARIA tree, I see that the search box with id 148 is both focusable and currently focused. Now, I’ll simulate pressing the Enter key using the PressKeyTool with the key set to \"Enter.\" Since the search box is already focused, I don't need to worry about that. I'll proceed to call the PressKeyTool with the \"Enter\" key.",
"performed_steps": [
{
"name": "Press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=compact+air+fryer+2+to+3+quart+digital+display+auto+shutoff&crid=3NOL346XU2UZX&sprefix=compact+air+fryer+2+to+3+quart+digital+display+auto+shutoff%2Caps%2C220&ref=nb_sb_noss_2. Navigated from a generic Amazon search experience to a detailed search results page for “compact air fryer 2 to 3 quart digital display auto shutoff.” The UI now includes a prominent accessibility/navigation layer with a Skip to main content, a new Shortcuts menu, and a Delivering to San Jose location button. Key content changes include a full featured sort control (Sort by with multiple options), an extensive grid of product results each with price, ratings, and color options, and a large expanded filter panel (Brand, Capacity, Color, Price, Features, etc.). The page also adds a new “More on Amazon” navigation section and a comprehensive footer with multiple help and policy links, plus a final/redundant root area placeholder at the end."
}['CHEFMAN 2 Qt Mini Air Fryer – Digital Space-Saving Compact Air Fryer with Nonstick and Dishwasher Safe Basket, Quick & Easy Meals in Minutes, Features Digital Timer and Shake Reminder – Black $44.99', 'Dash Digital Tasti-Crisp™ Air Fryer - Compact Electric Digital Fryer With Auto Shut-Off Feature - Aqua $33.04', "COMFEE' Compact 2.1 Quart Air Fryer with 12 Menu Options, Adjustable Timer & Temperature Control 180-400 degrees F, Dishwasher-Safe Nonstick Fry Basket $42.99", 'CRUX x Marshmello 3.0 QT Digital Air Fryer with TurboCrisp Technology, Touch Screen Temperature Control, Timer and Auto Shut-off, Fully Programmable, Silicone Cupcake Molds Included, White $49.99', 'DEIME Air Fryer, Small Digital 3 Qt Airfryer Space Saving Compact, Bake, Reheat, Roasts for Quick Easy Meals, Mini Compact & Quiet, Nonstick & Dishwasher Safe Basket (Black) $39.99', 'OLIXIS 3QT Air Fryer, Small Air Fryer with Digital PP Touch Panel, 400℉ Max Temp, Overheat Protection and Auto Shut-off, Nonstick and Dishwasher Safe Basket for Roast, Bake, Broil, Reheat, Red $45.99', 'Dash Tasti-Crisp™ Air Fryer - AirCrisp® Technology - Compact Design with Adjustable Temperature Control - Nonstick Fry Basket & Auto Shut-Off Feature - 2.6 Quarts - Cool Grey $49.99', 'COSORI Air Fryer 2.1 QT, Small & Mini 4-in-1 airfryer Ideal for Simple Meals and Snack, Easy to Leftover Food to Crispy, Up to 97% Less Oil, 30 In-App Recipes, Nonstick & Dishwasher-Safe Basket $59.99', 'Gourmia Air Fryer - 4 Qt Capacity, FryForce360º, Digital Display with 8 Presets, Roast, Bake, Broil, Dehydrate, Dishwasher Safe Accessories, Compact, Black $61.64']
{
"explanation": "**Clicking product link**\n\nI need to take action by clicking on the product link for the CRUX x Marshmello 3.0 QT Digital Air Fryer. It's located in the ARIA tree with id 144. The heading has an id of 1049 and exists inside the link with id 1048. To proceed, I'll click the element with id 1048 using functions.ClickTool. It's a straightforward process, and I'll keep my reasoning minimal as I execute this tool call. Let's move forward!",
"performed_steps": [
{
"name": "Click on the \"CRUX x Marshmello 3.0 QT Digital Air Fryer with TurboCrisp Technology, Touch Screen Temperature Control, Timer and Auto Shut-off\" product link",
"tools": [
"ClickTool(id='1048')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "",
"performed_steps": [
{
"name": "Click on the CRUX x Marshmello 3.0 QT Digital Air Fryer product to open its detail page",
"tools": [
"ClickTool(id='1048')"
]
}
],
"changes": "URL changed to https://www.amazon.com/Marshmello-TurboCrisp-Technology-Temperature-Programmable/dp/B0C188WYP8/ref=sr_1_5?crid=3NOL346XU2UZX&dib=eyJ2IjoiMSJ9.j8uIlL6kx3uB7NZW61fOG8Jo7ixhJpZFuO4H-CG7O6tW7vUKk1FReueyZ-gN5dT6vzZUNPh79DzZH6YlBEMuCSNoLeQv9b1WJ-Rdz1vcZtP-ituNaN_xSabynuYYtFYuG9ZpDpaPOb8Zvu2ruK8-Ov9cvLVn7sQjOBu_QqGjkR2dlg--1DI1kob9Et6-in9Ct7htpNiWHOa9MSsNm0UsudvjHYetnPx72N_jlgWReR8.73XWaqWydGS8RfvCKaQ0Tu3cm3b0ofrOekoLBB0J9oI&dib_tag=se&keywords=compact%2Bair%2Bfryer%2B2%2Bto%2B3%2Bquart%2Bdigital%2Bdisplay%2Bauto%2Bshutoff&nsdOptOutParam=true&qid=1772419129&sprefix=compact%2Bair%2Bfryer%2B2%2Bto%2B3%2Bquart%2Bdigital%2Bdisplay%2Bauto%2Bshutoff%2Caps%2C220&sr=8-5&th=1. Navigated from a generic product listing into a specific product detail page for the CRUX x Marshmello 3.0 QT Digital Air Fryer. The accessibility tree now exposes a much richer product-detail structure, including sections like About this item, Product information, Product Videos, and Customer reviews, instead of a simple results view. Key content changes include a comprehensive specifications table (dimensions, capacity, wattage, materials, etc.), a media gallery with play controls and thumbnails, and expanded review content with top reviews, photos, and translation options. The shortcuts/navigation area also gained items like Amazon Home and category drop-downs, and a keyboard shortcut descriptor was added near the product summary."
}['Product name: CRUX x Marshmello 3.0 QT Digital Air Fryer with TurboCrisp Technology, Touch Screen Temperature Control, Timer and Auto Shut-off, Fully Programmable, Silicone Cupcake Molds Included, White', 'Price: $31.87', 'Capacity: 3 Quarts', 'Key features: TurboCrisp technology crisping tray', 'Digital display', 'Touch Screen Temperature Control', 'Timer', 'Auto Shut-off', 'Programmable', 'Silicone cupcake molds Included', 'Customer rating: 4.4 out of 5 stars', 'Reviews: (2,049)']
Driver python-1772419020 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772419020 Token usage statistics: - Total: 150397 tokens (146084 input, 4313 output) - Cached: 686 tokens (503 input, 183 output)






Chrome driver started successfully (driver_id: python-1772419353) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to a URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. First, I’ll set up the call with the correct URL, and then I might confirm that the process is initiated. I want to make sure I outline concise steps for a clear understanding. Finally, it looks like I can perform this with just a single tool call, which should keep things streamlined and efficient!",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. Opened the Amazon homepage. The accessibility tree was expanded from a simple root to a richly populated page structure with a branded header, navigation shortcuts, a primary banner, a full search area, and a large multi-section main content area. Key content changes include a detailed shortcuts/navigation panel (Skip to Main Content, Keyboard shortcuts), a comprehensive primary navigation with language/account options, and a large carousel/featured content region in the main area. The page now exposes numerous product sections (Save on Amazon Devices, Trending spring bags, Best Sellers in Books, Computers & Accessories, Beauty, Home & Kitchen, etc.), each with headings, image/thumb items, and links, plus a substantial footer with help, Amazon Services, and policy links."
}{
"explanation": "",
"performed_steps": [
{
"name": "Search for \"queen size hypoallergenic memory foam mattress topper\" in the search bar and submit",
"tools": [
"TypeTool(id='133', text='queen size hypoallergenic memory foam mattress topper')"
]
}
],
"changes": "URL did not change. The interface now includes a richer search autocomplete experience. The search box is marked as focused and linked to an autocomplete results container, and a new plaintext suggestion item is embedded inside the search box, indicating inline disclosure of the current query. Additionally, a non-modal suggestions dialog appears with three suggestion rows, each containing a clickable button labeled with different query variations, and a polite live status indicating the additions. The page also introduces an in-page video region with a playable control inside a dedicated region, and some list items have been updated to use an inline text box for line breaks instead of the previous line break element."
}{
"explanation": "**Simulating Enter key press**\n\nI need to simulate pressing the Enter key to submit a search. First, I have to locate the search input element. The ARIA tree indicates that the search box with ID 141 contains the search text \"queen size hypoallergenic memory foam mattress topper.\" I should then press Enter using the PressKeyTool with the key \"Enter.\" While ensuring focus on the search box might not be necessary, I’ll proceed with this single tool call to submit the search. Let’s make it happen!",
"performed_steps": [
{
"name": "Press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=queen+size+hypoallergenic+memory+foam+mattress+topper&crid=XLK0PCGPWVUA&sprefix=queen+size+hypoallergenic+memory+foam+mattress+topper%2Caps%2C279&ref=nb_sb_noss_1. The page updated from a generic Amazon homepage structure to a focused search results experience for a specific product term (the queen size memory foam topper). The shortcuts and search area were enhanced: a new Filters link was added under the Skip to menu, and the Search Amazon control was simplified (removing the autocomplete grid popup). Content presentation shifted from a carousel/banner-heavy layout to a dense results list with a full, multi-group refinement panel (Price sliders, Free Shipping, Delivery Day, Customer Reviews, Size, Fill Material, Color, etc.) and a clear Sort by control. The overall results area now shows a long list of product entries with standardized per-item details (title, options, ratings, price, delivery), plus new helper sections like Deals, Care Instructions, and various filter groups to refine results. A small pagination/navigation area remains, and a “Your recently viewed items” area is kept as a complement."
}Error: Message: unknown error: unhandled inspector error: {"code":-32000,"message":"Node is not an Element"}
(Session info: chrome=145.0.7632.117)
Stacktrace:
0 chromedriver 0x000000010119d6b4 cxxbridge1$str$ptr + 3127600
1 chromedriver 0x0000000101195a50 cxxbridge1$str$ptr + 3095756
2 chromedriver 0x0000000100c7256c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 75432
3 chromedriver 0x0000000100c5bcf8 cxxbridge1$string$len + 1140
4 chromedriver 0x0000000100c5a310 chromedriver + 221968
5 chromedriver 0x0000000100c5ad9c chromedriver + 224668
6 chromedriver 0x0000000100c76594 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 91856
7 chromedriver 0x0000000100cfa620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668
8 chromedriver 0x0000000100cafb9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872
9 chromedriver 0x000000010115c680 cxxbridge1$str$ptr + 2861308
10 chromedriver 0x000000010115fdd4 cxxbridge1$str$ptr + 2875472
11 chromedriver 0x0000000101141a7c cxxbridge1$str$ptr + 2751736
12 chromedriver 0x0000000101160658 cxxbridge1$str$ptr + 2877652
13 chromedriver 0x0000000101131ffc cxxbridge1$str$ptr + 2687608
14 chromedriver 0x0000000101184d78 cxxbridge1$str$ptr + 3026932
15 chromedriver 0x0000000101184ef4 cxxbridge1$str$ptr + 3027312
16 chromedriver 0x00000001011956a8 cxxbridge1$str$ptr + 3094820
17 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136
18 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to the URL with price filter: add &rh=p_36%3A5000-10000 to filter by $50-$100 price range by navigating to https://www.amazon.com/s?k=queen+size+hypoallergenic+memory+foam+mattress+topper&rh=p_36%3A5000-10000",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/s?k=queen+size+hypoallergenic+memory+foam+mattress+topper&rh=p_36%3A5000-10000')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=queen+size+hypoallergenic+memory+foam+mattress+topper&rh=p_36%3A5000-10000. The listing page was updated to a more feature-rich results view. The header title was slightly normalized, and the page now includes new filter and grouping sections (Delivery Day, Customer Reviews, Fill Material, Care Instructions, Protection Features) with several new filter options and a See more control, plus a redesigned Pattern/Premium Brands grouping. Most visible content changes include fresh product cards with updated pricing and ratings blocks, new price filter controls (range sliders with different min/max values), and a set of pagination controls (Go to page 2/3/4) added to navigate results. A large complementary block for personalized recommendations was removed, and a new Delivery Day group was introduced to highlight delivery timing."
}['Linenspa Memory Foam Mattress Topper, Queen Size - 2 Inch Gel Infused Memory Foam - Plush Feel - Cooling and Pressure Relieving - CertiPUR Certified | $59.99 | 4.4 out of 5 stars', 'SINWEEK 3 Inch Gel Memory Foam Mattress Topper Queen Size, Ventilated High Density Pad for Back Pain, Bed Topper with Removable Soft Cover, CertiPUR-US Certified | $99.99 | 4.4 out of 5 stars', 'MASVIS Queen Size Dual Layer 4 Inch Memory Foam Mattress Topper, 2 Inch Gel Memory Foam and 2 Inch Cooling Pillow Top Cover for Back Pain Relief, Medium Support | $98.99 | 4.3 out of 5 stars', 'BEDLORE 4 Inch Memory Foam Mattress Topper Queen,2-in-1 Dual Layer Design (2" Gel Memory Foam + 2" Plush Pillow Top Cover) Mattress Topper Medium-Firm,Pressure Relief & Back Pain Support(Dark Gray) | $99.98 List: $149.99 | 4.4 out of 5 stars', 'Memory Foam Mattress Topper Queen, 3 Inch Extra Thick Shredded Foam, 100% Cotton Mattress Pad Cover, Breathable & Skin-Friendly Queen Size Mattress Topper for Back Pain Relief | $39.99 | 4.3 out of 5 stars']
Driver python-1772419353 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772419353 Token usage statistics: - Total: 210239 tokens (207108 input, 3131 output) - Cached: 0 tokens (0 input, 0 output)










Chrome driver started successfully (driver_id: python-1772640411) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to a URL**\n\nI need to navigate to a specific URL. To do this, I'll use the NavigateToUrlTool with the provided URL and then confirm the action. There's really no need to go into parallel processing here, so I'll just proceed with the tool call. After that, I can respond accordingly. Keeping it straightforward ensures I stay efficient and focused on getting things done properly!",
"performed_steps": [
{
"name": "navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. A navigation context change adds an Amazon.com branded root region with visible content. The page now presents a user prompt and interactive elements instead of a bare focusable area. Key content changes include a heading prompting users to continue shopping, a Focusable button labeled Continue shopping, two focusable links for Conditions of Use and Privacy Policy, and a copyright line. This indicates a simple footer-like block offering actions and legal links on the Amazon page."
}{
"explanation": "**Clarifying search input**\n\nI need to search for a given text in the search box, but it seems there's no visible search box in the ARIA tree. My plan is to either ask for clarification or figure out if there’s an input field that isn't being shown. To move forward, I might suggest typing into an element with a plausible ID, although the tool requires an integer ID. I should respond by noting that the search box isn't present and ask for more context or help locating it. **Requesting clarification on search box**\n\nI need to respond succinctly regarding the absence of a search box in the ARIA tree, which only displays shopping continuation and legal links. I'll ask for an update or suggest navigating to the home page. My response should explain that there's no visible search box and ask the user to either provide the correct selector or share more context about the page. If they prefer, I can also attempt to focus on the page to see if a search box exists.",
"performed_steps": [
{
"name": "search for \"portable bluetooth speaker water resistant 10 hour battery\" in the search box",
"tools": []
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "**Executing click action**\n\nI need to click the “Continue shopping” button. There's an ARIA tree with the button identified by ID 21 that has the text “Continue shopping.” I’m planning to use the ClickTool for this. First, I’ll identify the element by its ID, and then I’ll perform the tool call with that ID. After clicking, it might be good to confirm that the action was successful. Let’s go ahead and proceed!",
"performed_steps": [
{
"name": "click the \"Continue shopping\" button",
"tools": [
"ClickTool(id='21')"
]
}
],
"changes": "URL did not change. Amazon.com now presents a much richer, keyboard-accessible header and global shortcuts experience. The previous single “Continue shopping” button is replaced by a full shortcuts/navigation panel and a prominent header with language/country selectors, account help, and a large menu of departments. The main content explodes into multiple promotional carousels and content groups (Featured content, Best Sellers in various categories, Shop by section like Electronics, Home, Fashion, etc.), each with images, links, and occasional controls (Play, Next/Previous slides). The footer is expanded to include extensive help links and policy items, and a new complement section surfaces recently viewed items and recommendations."
}{
"explanation": "**Executing search input**\n\nI need to type the given query into the search box and press Enter. To do that, I must first identify the element IDs. In the ARIA tree, I see a search input with the ID “133.” It seems like the actual input element I need to use is this one. I'll use the TypeTool to enter the text associated with ID 133, and then I'll use the PressKeyTool to simulate pressing the Enter key. Let's move forward with these steps.",
"performed_steps": [
{
"name": "type \"portable bluetooth speaker water resistant 10 hour battery under 50\" in the search box and press Enter",
"tools": [
"TypeTool(id='133', text='portable bluetooth speaker water resistant 10 hour battery under 50')"
]
}
],
"changes": "URL did not change. During navigation to search results, the Amazon search box gained focus and an autocomplete suggestions UI appeared. The search box is now marked as focused and includes a live control container that exposes a suggested query and a portable bluetooth speaker phrase as a selectable item. Additional interactive content was introduced: a video region with an Easter gift item is now present inside a dialog-style area showing Play and Unmute controls. In the long list blocks, line breaks were changed from explicit break names to empty names with InlineTextBox rendering, effectively changing how line breaks render in many list links."
}{
"explanation": "**Simulating Enter key press**\n\nI need to perform the action of pressing Enter to submit a search. Usually, in a search box, that works automatically, so I’m checking the setup. I found a search box with the ID 141, and it’s already focused. There’s also a Go button, but I’ll stick to the instructions to press Enter. I will use the PressKeyTool to simulate that. Let’s just proceed with calling the tool to press Enter!",
"performed_steps": [
{
"name": "press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=portable+bluetooth+speaker+water+resistant+10+hour+battery+under+50&crid=27H1G0JSNSLAA&sprefix=portable+bluetooth+speaker+water+resistant+10+hour+battery+under+50%2Caps%2C320&ref=nb_sb_noss_1. You navigated from a generic Amazon homepage to a specific search results page for “portable bluetooth speaker water resistant 10 hour battery under 50,” with a full results listing replacing the previous minimal view. The after-state adds a large, comprehensive set of refinements and controls: a prominent sorting combobox, a visible results heading (1-16 of 995 results) and a long list of product cards with price, ratings, colors, and “Add to cart” actions. Additionally, the left/side refinement pane is expanded into many grouped filter categories (price sliders, Deals & Discounts, connectivity, battery life, color, brand, features, etc.), plus multiple filter items and “See more” options. A new dialog element appears under navigation, and a few internal structural tweaks (LineBreak adjustments and an extra root container) are also present."
}Speaker, Portable Wireless Bluetooth Speakers, Waterproof Loud Stereo Sound with RGB Lights TWS Long Playtime for Home/Party/Outdoor, Electronic Gadgets (Blue) — $8.99 — Water Resistant/Waterproof mentioned SEP Bluetooth Speaker with HD Sound, Portable Wireless, IPX5 Waterproof and Dustproof, Up to 20H Playtime, TWS Pairing, BT5.3, for Home/Party/Outdoor/Beach, Electronic Gadgets, Birthday Gift (Black) — $21.99 — IPX5 Waterproof; Up to 20H Playtime SEP Portable Bluetooth Speaker with Stereo Sound, Bluetooth 5.3,IPX7 Waterproof and Dustproof,24H Playtime,Wireless Stereo Pairing, BT5.3, for Home/Party/Outdoor/Beach, Gift — $5.99 — IPX7 Waterproof; 24H Playtime SEP BYANDBY Speaker, Portable Wireless Bluetooth Speakers, Wireless Stereo Pairing, 10W Stereo Sound, BT 5.3, Bassup, Electronics for Home, Shower, Outdoors, Travel(1PCS, Blue) — $7.99 — No explicit battery life or water resistance noted SEP Shower Speaker, Certified IPX7 Waterproof,Portable Bluetooth Speaker with Suction Cup,Hook,Light, Stocking Stuffers, Premium Mini Outdoor Wireless Speaker, Ideal Gift for Christmas (Blue) — $9.99 — IPX7 Waterproof; Water Resistance mentioned
{
"explanation": "**Identifying product action**\n\nI need to take action by clicking on the correct product. In the ARIA tree, there's a list item featuring \"Bluetooth Speaker with HD Sound, Portable Wireless, IPX5 Waterproof, Up to 20H Playtime.\" The item with id=\"652\" matches, so I should definitely click that product. There's also a link with id=\"670\" for that heading, which seems like it would be the right choice to click on. It looks like I'm set to proceed! **Executing click action**\n\nI need to click on the product \"Bluetooth Speaker with HD Sound...\" by using the ClickTool function. It looks like the visible element is a link with id 670, which contains the heading. There's also a nested heading with id 671, but I should go for the link with id 670 because it seems like the best option. I'll perform the ClickTool action using id 670. So, let's execute this step now!",
"performed_steps": [
{
"name": "click on the product \"Bluetooth Speaker with HD Sound, Portable Wireless, IPX5 Waterproof and Dustproof, Up to 20H Playtime\"",
"tools": [
"ClickTool(id='670')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "",
"performed_steps": [
{
"name": "click on the product title link for the IPX5 Waterproof Bluetooth Speaker with 20H Playtime priced at $21.99",
"tools": [
"ClickTool(id='670')"
]
}
],
"changes": "URL changed to https://www.amazon.com/Bluetooth-Waterproof-Playtime-Portable-Electronic/dp/B0BRKPVZB4/ref=sr_1_3?crid=27H1G0JSNSLAA&dib=eyJ2IjoiMSJ9.SeDxd1pksZ_kj-IxnYF36XUNk8huXRVAGtJNVV30TuIvUohjQSXFaw1OKqEqnY5HqXtvhqIxz9I8uf2-lgKyUaDScDbmYjHGCRwqOwkiqqfkxA4Ip22R_sDSZIy6jHTkw9jQ8J2yblGXet6Uo-YcBvTn6L-XXpPJ5sWy2ixDkpubkhqzGD31v_FCTdoMTD1FDCQuJfI_qckZ6JFrgKdSwF3nKYKDeMa8_3nw_zVI-7k.VHzRljJc67554gGsApkvMfqtkq37jhxKkhxCEZpsSYo&dib_tag=se&keywords=portable%2Bbluetooth%2Bspeaker%2Bwater%2Bresistant%2B10%2Bhour%2Bbattery%2Bunder%2B50&nsdOptOutParam=true&qid=1772640482&sprefix=portable%2Bbluetooth%2Bspeaker%2Bwater%2Bresistant%2B10%2Bhour%2Bbattery%2Bunder%2B50%2Caps%2C320&sr=8-3&th=1. Navigated from a search results listing to a detailed product page for BolaButty Bluetooth Speaker. The UI now presents a full product detail view with rich multimedia and contextual sections, rather than a simple list of search results. Key content changes include: a comprehensive product header with title, store link, pricing blocks, and Prime/stock details; new sections like About this item, Product videos, Product information (detailed spec table), and Sustainability features; an expanded customer reviews area with top reviews, photos, and review actions; and navigation anchors for sections like Back to top, Product information, and Reviews. Overall, interactive elements have multiplied (image/video carousels, tabs, accordions, review actions, and a detailed specs table) replacing the prior streamlined results list."
}['Bluetooth Speaker with HD Sound, Portable Wireless, IPX5 Waterproof, Up to 20H Playtime, TWS Pairing, BT5.3, for Home/Party/Outdoor/Beach, Electronic Gadgets, Birthday Gift (Black)', '$21.99', 'Battery life: Up to 20H Playtime', 'Water resistance: IPX5 Waterproof', '4.5 out of 5 stars', '(34,184)']
Driver python-1772640411 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772640411 Token usage statistics: - Total: 197593 tokens (193831 input, 3762 output) - Cached: 1372 tokens (1006 input, 366 output)







Chrome driver started successfully (driver_id: python-1773937288) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. You navigated from a minimal page to a full Amazon homepage experience. The after-tree dramatically expands the UI with a complete header/navigation, a primary banner, and a rich main area replete with carousels, category menus, and a large set of product sections. Key changes include a persistent shortcuts menu, an accessible search area with a dropdown of departments, language and account controls, and an All Categories menu populated with many category items. The main content now exposes a Featured content carousel, multiple “Best Sellers” sections across departments (Computers, Kitchen, Books, Clothing, Beauty, Home, etc.), separators, and a footer with standard links and attribution, turning a bare page into a fully navigable, content-rich storefront."
}{
"explanation": "**Executing Amazon search**\n\nI need to search for a specific string in the Amazon search box. First, I’ll identify the search input element, which has the id \"141\". There’s also a \"Go\" button with id \"148\". The user asked me to search for \"USB-C hub MacBook Pro HDMI SD card reader.\" I’ll type that into the search box and either press Enter or click the Go button. I’ll perform these actions in sequence and respond with the outcome afterward. Let's get started!",
"performed_steps": [
{
"name": "Search for \"USB-C hub MacBook Pro HDMI SD card reader\" in the Amazon search box",
"tools": [
"TypeTool(id='141', text='USB-C hub MacBook Pro HDMI SD card reader')"
]
}
],
"changes": "URL did not change. You started interacting with the search box and it now shows an active focus state plus inline suggestions. The search box gained a dedicated autocomplete container reference and includes a default query text, making the suggestions immediately visible as you type. A new suggestion dialog appears beneath the search area, presenting six individual USB-C hub search phrases as clickable buttons, with assistive text indicating the prefix and count of suggestions. Additionally, an old link label has been replaced with a new promotional label, changing the visible link text from about upgrading a phone to Easter gift ideas."
}{
"explanation": "**Submitting search query**\n\nI need to respond with steps for submitting a search by pressing Enter. I'll be interacting with a webpage, specifically the search box identified as \"141\". Once I've set the input text to \"USB-C hub MacBook Pro HDMI SD card reader\", pressing Enter should submit the search. I can use the PressKeyTool to simulate that key press. There’s no need for multiple tool calls, as a single call will do! I'll proceed with that.",
"performed_steps": [
{
"name": "Press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=USB-C+hub+MacBook+Pro+HDMI+SD+card+reader&crid=OLYLZAT94OC3&sprefix=usb-c+hub+macbook+pro+hdmi+sd+card+reader%2Caps%2C174&ref=nb_sb_noss_1. You navigated from a generic Amazon page to a specific USB-C hub search results view. The after-state adds a much richer accessibility surface: a new Filters/shortcuts area in the navigation, a streamlined search box, and a prominent “1-16 of 836 results” header with a Sort by control. Content changes emphasize product listing realism: multiple detailed product items with titles, ratings, prices, and Add to cart actions appear, replacing a simpler banner/footer structure. A comprehensive refinements panel is introduced, grouping options like Free Shipping, Delivery Day, Customer Reviews, Hardware Interface, Features, Brands, and Seller, plus price sliders and a Deals/Discounts section to filter results. A new placeholder dialog and a trailing RootWebArea block are also added."
}{
"explanation": "**Sorting by Best Sellers**\n\nI need to sort by \"Best Sellers\" using the dropdown menu. The ARIA tree shows a combobox with the ID for Sort By, which includes the option for Best Sellers that isn't selected yet. I’ll first click the combobox to open it, and then select the Best Sellers option. I’ll call the ClickTool for these actions sequentially: first for the dropdown and then for the selection. So, let's go ahead with this step-by-step approach!",
"performed_steps": [
{
"name": "Sort results by \"Best Sellers\" using the Sort by dropdown",
"tools": [
"ClickTool(id='361')"
]
}
],
"changes": "URL did not change. The page’s complex header and sidebar navigation were removed and replaced with a minimal, modal-style control. Specifically, the long, multi-section navigation tree and banners were dropped in favor of a simple dialog and a vertical sort options list. What remains visible to the user is a focusable dialog and a vertical listbox labeled with common sort criteria (Featured, Price: Low to High, Price: High to Low, Avg. Customer Review, Newest Arrivals, Best Sellers). The default selection is set to Featured, indicating the primary sorting option."
}{
"explanation": "**Selecting the Best Sellers option**\n\nI need to choose \"Best Sellers\" from the sorting options. I should find the element with the ID 2243 and text \"Best Sellers.\" Then, I'll use the ClickTool function with that ID. Before clicking, it might be good to confirm that it isn't already selected since the instruction is clear about selecting Best Sellers. I'll go ahead and click, keeping it simple with a single tool call, then respond with confirmation!",
"performed_steps": [
{
"name": "Select \"Best Sellers\" from the sort options list",
"tools": [
"ClickTool(id='2243')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=USB-C+hub+MacBook+Pro+HDMI+SD+card+reader&s=exact-aware-popularity-rank&crid=OLYLZAT94OC3&qid=1773937346&sprefix=usb-c+hub+macbook+pro+hdmi+sd+card+reader%2Caps%2C174&ref=sr_st_exact-aware-popularity-rank&ds=v1%3APsKPqExyn1RxgzMOFbyxnWn%2Fq08Yj5mfhT8H%2FiS4e6g. The page menus and controls expanded from a simple product sort to a full, feature-rich navigation and filtering interface. The product list remains, but the accessibility tree now exposes a comprehensive shortcuts menu, skip-to-main content links, and a large, grouped refinement panel with sections like Free Shipping, Delivery Day, Customer Reviews, Hardware Interface, Features, Brands, Price, Deals, Compatibility, Seller, Premium Brands, and Sustainability Features. Content-wise, the changes introduce a header search experience, language/account controls, a pagination navigation, and a dedicated complement of personalized recommendations, plus many labeled filter options and a “Back to top” control. In short, the UI gained a.k.a. extensive keyboard-accessible shortcuts, refined filtering groups, and navigational aids, while the Amazon header branding note was slightly reworded."
}['Anker USB C Hub, 7in1 Multi-Port USB Adapter for Laptop/Mac, 4K@60Hz USB C to HDMI Splitter, 85W Max PD, 2 USB 3.0 & 1 USBC Data Ports, SD/TF Card Reader, for Type C Devices (Charger Not Included) — $25.99', 'Hiearcool USB C Hub for MacBook – 7-in-1 USBC Adapter with 4K HDMI, 100W PD, USB 3.0 5Gbps Ports, SD/TF Card Reader – USB-C Dongle for Office, Meetings, Travel & Home Setup-Space Grey — $16.96List: $28.99', 'Acer USB C Hub, 7 in 1 Multi-Port Adapter for Laptop, 4K, HDMI Splitter with 2 USB A 3.1 & Type-C to HDMI Data Port, PD 100W Charging, SD Card Reader for Computer, Desktop, Space Grey — $18.99', 'Anker USB C Hub with Ethernet, 8-in-1 Multiport Ethernet Adapter with 4K 60Hz HDMI Port, 85W Power Delivery, 10Gbps USB C and 2 A Data Ports, microSD SD Card Reader, for MacBook Pro/XPS/iPad and More — $35.99', 'USB C Hub 7 in 1 Multiport Adapter with 4K HDMI Dongle, 100W PD, SD/TF Card Reader, 3 USB-A, USBC Docking Station for MacBook Mac Pro/Air, Dell, HP, ASUS, Acer and Other Type C Laptops — $9.99']
{
"explanation": "",
"performed_steps": [
{
"name": "Click on the first product \"Anker USB C Hub, 7in1 Multi-Port USB Adapter\"",
"tools": [
"ClickTool(id='404')"
]
}
],
"changes": "URL changed to https://www.amazon.com/Anker-Multi-Port-Splitter-Delivery-Included/dp/B0DXJQT19B/ref=sr_1_1?crid=OLYLZAT94OC3&dib=eyJ2IjoiMSJ9.j7WRt8ZQJ0V_tL_da6k-r1IaZE_SEDJfgiddy0BUvPz_JNwQc6HRfDw-XyhUSykASg7Oi9Wqfus2WWmhJR9gh61qWzOOOvvCWM4NeOv-wmCGKYvZOHP9k89UNVMIPpZ4eo-mJFkeNTJ2fuPc1EBprdEj71O_gbyenV1Xa6jRrkrONixu2IGSkuR5uzHZuAFz0Quje8m59oxg6lO9BIH7bPDYoo-9z1kKG53jNaFOoSs.PXptIyHrQeIobHXzFk-qrgkv4LRyR8ccQSERo2w-8gU&dib_tag=se&keywords=USB-C+hub+MacBook+Pro+HDMI+SD+card+reader&nsdOptOutParam=true&qid=1773937445&sprefix=usb-c+hub+macbook+pro+hdmi+sd+card+reader%2Caps%2C174&sr=8-1. Navigated from a generic product listing to a detailed Anker USB-C hub product detail page. The page introduction was expanded with a richer header, brand info, product name, and new sections accessible to screen readers. Key content changes include a lengthy product description and specs area (dimensions, weight, ASIN, warranty), a dedicated sustainability section with a ClimatePartner badge, and a comprehensive reviews area with multiple customer reviews, ratings breakdown, and “See more reviews” controls. The layout also adds a multi-tab navigation for product details (Ultra-Smooth 60Hz, etc.), an image/video carousel, an expanded “Product information” table, related items, and calls to action that shift from a traditional “Add to cart” to various interactive elements like “Submit,” “Join Prime,” and “Visit the Store,” all designed for improved accessibility."
}




Chrome driver started successfully (driver_id: python-1772583546) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. The page was expanded from a minimal root region into a full Amazon home page structure with rich navigation and content sections. A new shortcuts/navigation area and a primary banner were added, including skip-to links, a keyboard shortcuts list, a search combobox with a large department menu, language/country controls, account/cart items, and a \"Open All Categories Menu\" control. The main content now contains a large carousel of featured content and dozens of labeled sections such as Best Sellers in Computers, Best Sellers in Kitchen & Dining, Best Sellers in Books, Beauty & Personal Care, Home & Kitchen, Spring fashion and Shopbop offerings, plus multiple separators and grouped grids of product images and links. There is also a complementary section for recently viewed items and an extended footer with standard Amazon categories and policies. Overall, the UI adds extensive labeled content regions, headings, lists, and interactive controls to drive navigation and discovery."
}{
"explanation": "**Performing a search action**\n\nI need to search for a string in the search box. First, I should identify the search input element, which is referencing an ARIA search box with an ID of 133. So, I’ll type \"yoga mat 6mm thick non-slip eco-friendly\" into that element. I’ll also need to consider pressing the Go button with ID 140 afterward. After I type, I could either hit Enter or click the Go button. I’ll use TypeTool for typing and PressKeyTool for the Enter key. Let's move ahead step by step.",
"performed_steps": [
{
"name": "search for \"yoga mat 6mm thick non-slip eco-friendly\" in the search box",
"tools": [
"TypeTool(id='133', text='yoga mat 6mm thick non-slip eco-friendly')"
]
}
],
"changes": "URL did not change. A search experience was enhanced by introducing an active autocomplete UI under the Search Amazon box. The search box is now focused by default and includes a linked suggestions container sac-autocomplete-results-container, plus an inline example query “yoga mat 6mm thick non-slip eco-friendly” shown inside the box. Additionally, a dynamic suggestion dialog appears with three suggestion buttons such as “yoga mat 6mm thick non-slip eco-friendly under 50” and similar phrases, accompanied by a polite status update indicating the three added suggestions. In the content lists, line breaks were replaced with InlineTextBox wrappers for line-break rendering, and at least one link label was altered to a longer promotional phrase (“Easter treats for all Shop our Top 30+ candy & chocolate”)."
}{
"explanation": "",
"performed_steps": [
{
"name": "press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=yoga+mat+6mm+thick+non-slip+eco-friendly&crid=2E1S78P4SPQB5&sprefix=yoga+mat+6mm+thick+non-slip+eco-friendly%2Caps%2C190&ref=nb_sb_noss_1. The diff shows the UI expanding from a generic Amazon homepage shell into a complete yoga mat search results page with filters and product listings. The after-state introduces a dedicated search results flow: a header with the 1-48 of 496 results, a Sort by combobox, a large list of product items with color options, ratings, prices, and Add to cart actions, and a “More results” section of additional products. Additionally, the accessibility tree gains refined refinements and filtering UI: a refinements section with groups like Eligible for Free Shipping, Delivery Day, Customer Reviews, and Color, plus a Sustainability Features area. There are structural updates such as a dialog placeholder, pagination controls, help/navigation links, and a closing and re-opening of root regions to accommodate the expanded content. Overall content related to product search results, filters, and purchase options was added and enriched."
}['Gruper Yoga Mat Non Slip, Eco Friendly Fitness Exercise Mat with Carrying Strap,Pro Yoga Mats for Women,Workout Mats for Home, Pilates and Floor Exercises — $28.99 — 6mm Thick — Non Slip', 'Heathyoga Eco Friendly Non Slip Yoga Mat, Body Alignment System, SGS Certified TPE Material - Textured Non Slip Surface and Optimal Cushioning,72"x 26" Thickness 1/4" — $39.99 — 1/4" (≈6mm) — Eco Friendly, Non Slip', 'Gruper Yoga Mat Non Slip, Eco Friendly Fitness Exercise Mat with Carrying Strap,Pro Yoga Mats for Women,Workout Mats for Home, Pilates and Floor Exercises — $28.99 — 6mm Thick — Non Slip, Eco Friendly', 'Gaiam Yoga Mat - Premium 6mm Print Reversible Extra Thick Non Slip Exercise & Fitness Mat for All Types of Yoga, Pilates & Floor Workouts (68" x 24" x 6mm Thick) — $27.99 — 6mm — Non Slip', 'Yoga Mat Non Slip, Pilates Fitness Mats, Eco Friendly, Anti-Tear 1/4" Thick Yoga Mats for Women, Exercise Mats for Home Workout with Carrying Sling and Storage Bag — $27.99 — 1/4" (≈6mm) — Non Slip, Eco Friendly, Anti-Tear', 'NOKTAL - Pilates Yoga Mat - ECO Friendly - High Density 6MM EXTRA THICK Yoga Mat - Non Slip - 72x26 in — $25.99 — 6mm — Eco Friendly, Non Slip', 'Gaiam Essentials 1/4" Thin (6mm) Yoga & Pilates, Fitness & Exercise Mat — $19.98 — 6mm — Eco Friendly, Non Slip', 'Live Well Thick Yoga Mat - 6mm TPE Non-Slip Exercise Mat for Home Gym, Dual Color (Purple/Pink) Yoga Mats for Women, 6ft x 2ft — $26.99 — 6mm — Non Slip', 'Ascend Yoga Mat - Premium 6mm Thick, 72" x 24", Solid or Reversible Print, Non Slip, Tear Resistant, Workout Mats for Pilates, Home, Studio, Fitness, Gym — $25.99 — 6mm — Non Slip, Eco Friendly']
Driver python-1772583546 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772583546 Token usage statistics: - Total: 102935 tokens (99783 input, 3152 output) - Cached: 0 tokens (0 input, 0 output)





Chrome driver started successfully (driver_id: python-1772554517) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to the specified URL using the NavigateToUrlTool. I'll keep it concise and follow up with a confirmation once it's done. I'll make sure to execute it properly with functions.NavigateToUrlTool. Let's get this done smoothly!",
"performed_steps": [
{
"name": "navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. Amazon’s homepage UI loaded with a full, interactive storefront. The focus moved from a bare root area to a complete layout that includes a shortcuts menu, keyboard shortcuts panel, a primary banner with search and account controls, and a broad category navigation area. Key user-visible changes include a Skip to Main Content link, a detailed keyboard shortcuts list, a location banner showing Delivering to San Jose 95148 with an option to update, and an All Categories menu with a large, multi-section navigation of departments and popular links. The main area now contains a carousel of featured content and numerous product sections (Trending, Best Sellers in multiple categories, Shop by department), followed by a comprehensive footer with sections like Get to Know Us, Make Money with Us, and Let Us Help You, plus language and country selectors."
}{
"explanation": "**Searching for garden lights**\n\nI need to search for \"solar powered garden lights LED 10 pack\" on the Amazon page. I’ll simulate typing it into the search box and then hit the Go button. The search box has an ID of 133, and the Go button has an ID of 140. I'll perform this as a sequence: first typing into the search box, then clicking the Go button. I might need to ensure focus while doing this. Let’s go ahead!",
"performed_steps": [
{
"name": "search for \"solar powered garden lights LED 10 pack\"",
"tools": [
"TypeTool(id='133', text='solar powered garden lights LED 10 pack')"
]
}
],
"changes": "URL did not change. A search autocompletion experience was enhanced as you type. The Search Amazon box now shows focus state and includes a designated controls container for the autocomplete results, with the current query shown inside the box as plaintext. A new suggestions UI appeared: a non-modal dialog containing a grid of four suggestion rows (each a button with a different solar-powered garden lights query) and a polite status indicating the additions. In the rest of the page, many LineBreak elements were replaced with an empty name containing an InlineTextBox for line breaks, changing how line breaks are rendered within the link lists."
}{
"explanation": "**Executing button click**\n\nI need to click the Go button by locating the element using its ID. In the ARIA tree, I see that the Go button has id=\"150\" and contains the text \"Go.\" So, I'll click on the element with id 150. To do this, I’ll use the ClickTool function with that ID. First, I’ll identify the element, then I’ll perform the tool call. Let’s get started!",
"performed_steps": [
{
"name": "click the search button (Go button)",
"tools": [
"ClickTool(id='150')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=solar+powered+garden+lights+LED+10+pack&crid=1IVLTR9YWK8QG&sprefix=solar+powered+garden+lights+led+10+pack%2Caps%2C181&ref=nb_sb_noss_1. You’re now viewing a heavily expanded search results page for “solar powered garden lights LED 10 pack,” with a prominent refinements/filter panel added to the UI. The page also introduces a dedicated dialog-based filtering UI and a new, detailed product list with multiple items showing prices, ratings, and color options. Key changes include: the main area is reworked from a banner-centric layout to a results-focused listing starting with a heading like “1-48 of over 10,000 results…,” followed by many product entries each showing title, price, ratings, color options, and an “Add to cart” action; a comprehensive, multi-section filter panel is introduced (price sliders from Minimum price to Maximum price, plus groups for Free Shipping, Delivery Day, Customer Reviews, Power Source, Deals, and many other attributes); several non-content UI blocks (dialogs and a new empty dialog placeholder) appear in the accessibility tree, and a small extra RootWebArea block is added at the end."
}['Super Bright Solar Lights Outdoor Waterproof-10 Pack, Dusk to Dawn Up to 12 Hrs Solar Powered Outdoor Pathway Garden Lights Auto On/Off, LED Landscape Lighting Decorative for Walkway Patio Yard — $25.99 — 10 Pack', 'DenicMic Solar Lights Outdoor 10 Pack Waterproof 6000K Cold White LED Stainless Steel Stake Outside Lights for Yard Pathway Garden Driveway Walkway Landscape Path Lighting — $20.89 — 10 Pack', 'GIGALUMI Solar Lights Outdoor Waterproof, 12 Pack, Stainless Steel LED Solar Garden Lights for Patio, Lawn, Yard and Landscape(Cold White) — $19.99 — 12 Pack', 'LETMY 12 Pack Solar Pathway Lights Outdoor, Solar Lights Outdoor Waterproof, Auto On/Off Solar Powered Garden Landscape Path Lights, Outdoor Solar Lights for Yard Lawn Patio Walkway Driveway — $29.99 — 12 Pack', 'EXCMARK 10 Pack Solar Lights Outdoor Decorative Garden Yard Lights for Pathway Walkway Sidewalk Driveway. (Brown, Warm White) — $29.99 — 10 Pack']
Driver python-1772554517 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772554517 Token usage statistics: - Total: 111103 tokens (109689 input, 1414 output) - Cached: 0 tokens (0 input, 0 output)























Chrome driver started successfully (driver_id: python-1773613270) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. A new, rich Amazon homepage accessibility tree was introduced from a minimal root to a full header+main+footer structure. The page now presents a prominent header with shortcuts, keyboard shortcuts, a primary navigation banner, a global search, language/country controls, and account links, instead of the previous empty focused root. In the main content, multiple large, interactive content blocks were added: a featured carousel with slide controls and a video region, numerous promotional sections (percent-off deals, luxury brands, devices, shop-by-category, and best sellers across categories), and extensive product/image grids with item links and action buttons. The footer was also expanded to include legal links, language/country options, and a back-to-top control."
}{
"explanation": "**Searching for fiction books**\n\nI need to search for \"fiction books 2026\" using a specified input element. I found the search box with id \"142\" in the ARIA tree, so I'll type the search term there. After that, I need to decide whether to press Enter or click the Go button, which has id \"149.\" The instructions aren't clear about pressing Enter, but since I want to perform the search, I’ll type the text and click the Go button instead. **Performing actions in sequence**\n\nI’m planning to type first and then click, following a clear sequence of actions. The idea of using multi_tool_use.parallel comes up, but since these actions work better sequentially, I’ll stick to that. I’ll start with functions.TypeTool to input the necessary text, and then I’ll follow up with functions.ClickTool to simulate the click. It feels organized this way, and I want to make sure I’m doing it step by step!",
"performed_steps": [
{
"name": "Search for \"fiction books 2026\" in the search bar",
"tools": [
"TypeTool(id='142', text='fiction books 2026')"
]
}
],
"changes": "URL did not change. A focused interaction state was introduced as the page is now active, with the root area marked as focused. This is complemented by the search box taking focus and an autocomplete panel popping up, indicating the user is typing and receiving suggestions. Key content changes include a new autocomplete results dialog showing 10 suggestion buttons (fiction books 2026, best sellers etc.) plus a status message describing the additions. Additionally, the hero image in the outlet link was updated to a new, sale-tagged image title."
}{
"explanation": "**Executing search steps**\n\nI need to select \"Books\" from the department dropdown and then press Enter or click the search button. The combobox identified with id 59 contains the option called Books, which has id 79. I should make sure to open the dropdown first, as it may default to \"All.\" The steps are to click the combobox, then click on Books, and finally click the Go button (id 157) to submit the search. I think I should do these actions in sequence for better results.",
"performed_steps": [
{
"name": "Select \"Books\" from the department dropdown and press Enter or click the search button to submit the search",
"tools": [
"ClickTool(id='59')"
]
}
],
"changes": "URL did not change. A carousel interaction state changed and new media content was introduced inside a slide. The Previous slide button became disabled, while the Next slide button remains focusable (enabled), indicating navigation state updates in the carousel. Within the active slide, the previous image/link structure was replaced with a new media block: a visible link labeled “Fast shipping on millions of items” plus a Video region with a playable video and controls (Play and Unmute buttons). This region also contains nested buttons with polite live regions, enhancing in‑place media interaction accessibility."
}{
"explanation": "**Simulating key press**\n\nI need to submit my search by simulating the Enter key press. I’ll use the PressKeyTool with either \"Enter\" or \"\\n.\" It seems I don't need to focus on an element since pressing Enter generally submits the search if the focus is on the search input. So I’ll just proceed to press Enter and then respond with the result. Let's go ahead and do that!",
"performed_steps": [
{
"name": "Press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=fiction+books+2026&crid=3DCM16EVP3UC9&sprefix=fiction+books+2026%2Caps%2C215&ref=nb_sb_noss_1. Redirected from the homepage search to a specific fiction results context. The page now centers on “Amazon.com : fiction books 2026” and introduces a dedicated results view with a 14-result heading, a Sort by combobox, and a prominent Results section. Content refinements and new refinements appear throughout: a Skip to Main Content style of shortcuts was extended with additional shortcuts (Results, Filters), a location-bar-style button shows “Delivering to San Jose 95121” with an Update location option, and a large suite of filter groups (Department, Customer Reviews, Book Language, New Releases, Kindle formats, etc.) was added. The product listing area was expanded with multiple result items, a “More results” section, and new interactive elements like Add to cart buttons, price lines, and variant options; plus a complementary area and a detailed footer with extended “More on Amazon” navigation. A minor structural tweak at the end wraps up with a second RootWebArea block and a minimal empty generic to close the tree."
}{
"explanation": "**Clarifying release filtering**\n\nI need to guide the user in filtering for New Releases by publication date for 2026. The ARIA tree shows a \"New Releases\" group containing options like Last 30 days, Last 90 days, and Coming Soon. There's also a sort option for Avg. Customer Review. I should ask the user if they want to select Coming Soon or Last 30 days to find titles labeled for 2026, which might be included in those options. **Outlining filtering steps**\n\nI can suggest using the New Releases section and selecting \"Coming Soon\" to find 2026 releases. To sort by Avg. Customer Review, I’ll guide the user to use the sort combo box with the ID of 320-326, selecting the option with the ID of 326. I should provide clear steps, maybe in bullet points, mentioning which elements to click or select. For filtering, clicking \"Coming Soon\" with ID 2253 will be key for finding the right items. **Planning selection steps**\n\nFirst, I’ll guide the user to select \"Coming Soon\" by clicking element ID 2253 in the ARIA structure. Next, for sorting by Avg. Customer Review, I'll direct them to open the combo box with ID 320 and select option ID 326. It seems I can perform these actions in parallel since the order doesn’t matter. I should outline the sequence: first click the combo box ID 320 to open it, then click option ID 326. **Revising execution steps**\n\nIt seems the actions won't work in true parallel due to the prerequisites. So it’s better to do them sequentially: first, I’ll click the combo box with ID 320, and then I’ll click option ID 326 afterward. I’ll execute these as two tool calls in sequence using functions.ClickTool. After performing the actions, I’ll summarize the results for the user to keep everything clear and straightforward.",
"performed_steps": [
{
"name": "Look for a filter for \"New Releases\" or publication date to filter by 2026, and also find a way to sort by \"Avg. Customer Review\"",
"tools": [
"ClickTool(id='2253')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=fiction+books+2026&rh=p_n_special_occasion_browse-bin%3A10152212011&dc&crid=3DCM16EVP3UC9&qid=1773613326&rnid=10152211011&sprefix=fiction+books+2026%2Caps%2C215&ref=sr_nr_p_n_special_occasion_browse-bin_1&ds=v1%3ANHEdfr6IyTFT50oovIZ0nFYA0oJ8EyB7QL%2BkfYr25v4. The page updated from a generic Amazon fiction search to a more filtered, list-focused results view. The site title now reflects Fiction Books 2026 with Word Wise enabled, and the results header changed from 14 results to 3 results. Contentwise, the heavy product listing content was largely collapsed/removed and replaced with a new set of filter groups (Book Format, Customer Reviews, Book Language, New Releases, Kindle Unlimited, Condition, Word Wise, Series Status, Audible Audiobook, etc.). Visual separators like LineBreak elements were simplified across numerous items (often replaced with empty breaks and InlineTextBox wrappers), and some product detail nodes were restructured (e.g., Kindle-related imagery now wrapped as a generic image node, and price elements reorganized)."
}{
"explanation": "**Sorting customer reviews**\n\nI need to sort the results by the average customer review using the sort dropdown. There's a combobox with an ID for that, which gives me different options. I’ll interact with this by first clicking the combobox to open it and then selecting the average customer review option. Since I can't do these actions in parallel, they'll have to be sequential. It’ll be two separate tool calls. Let’s move forward with that!",
"performed_steps": [
{
"name": "Sort the results by \"Avg. Customer Review\" using the Sort by dropdown",
"tools": [
"ClickTool(id='367')"
]
}
],
"changes": "URL did not change. Navigated from a generic results view to a richer, itemized results area with a new sorting control. The Results section gained a detailed item layout for each book (title, author, formats, prices, and availability), replacing simpler placeholder list items. Additionally, a new bottom-area widget was added: a footer copyright line and a modal/dialog–style sorting control (a listbox with options like Featured, Price Low→High, Avg. Rating, Newest). There are also small structural tweaks to language/country blocks and some wrapping changes around navigation items."
}{
"explanation": "**Selecting customer review option**\n\nI need to select \"Avg. Customer Review\" from the sort options listbox. I’ve got the element ID from the ARIA tree, which shows the target option has ID 1725 and isn’t selected yet. I’ll need to perform an action to select that option, possibly by clicking on it. It seems like my best move is to use the ClickTool function on ID 1725. I’ll ensure that the listbox is visible before finalizing the action.",
"performed_steps": [
{
"name": "Select \"Avg. Customer Review\" from the sort options listbox that appeared",
"tools": [
"ClickTool(id='1725')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=fiction+books+2026&rh=p_n_special_occasion_browse-bin%3A10152212011&s=review-rank&dc&crid=3DCM16EVP3UC9&qid=1773613351&rnid=10152211011&sprefix=fiction+books+2026%2Caps%2C215&ref=sr_st_review-rank&ds=v1%3AI%2BzmuJ2jWaZdHY%2F%2FMgjcGG5IPCW264xRY%2F%2B3aQRpAM8. User opened the search/results page and the sort options state was refreshed. The sort dropdown now has Featured deselected by default and Avg. Customer Review selected by default, while other options remain unselected. In addition, the results area was expanded with a richer list of items (new structured list items with detailed product info) and a new personalized recommendations section was added under complementary, including a sign-in prompt and a “Start here” link. The previous compact, generic complementary block was replaced with this expanded, guidance-oriented panel."
}['The Twenty | Sam Holland, Matthew Lloyd Davies, et al. | 4.4 out of 5 stars | 1,318 ratings | Kindle: $0.00; Paperback: $12.77', 'Just for the Cameras | Meghan Quinn, Emma Wilder, et al. | 4.3 out of 5 stars | 11,765 ratings | Kindle: $0.00; Paperback: $14.59 List: $19.99', 'Blind Date with a Book: A light-hearted bookish enemies to lovers romance set in Oxford for summer 2026! (Dreaming Spires Book 1) | Emily Kerr | Rating not shown | Reviews not shown | Kindle: $2.99; Paperback: Currently unavailable; Audiobook: $14.95']
{
"explanation": "I need to navigate to a URL using the NavigateToUrlTool. After that, I’ll confirm that the page has loaded successfully. It seems pretty straightforward: just execute the navigation and then deliver a final message to the user. I’m making sure to keep everything clear and concise. It's important that I follow through without any hiccups! Let's get started with navigating and confirming everything goes smoothly.",
"performed_steps": [
{
"name": "Navigate to the URL: https://www.amazon.com/s?k=fiction&i=stripbooks&rh=p_n_publication_date%3A1296516011%2Cp_n_feature_browse-bin%3A618073011&s=review-rank&dc",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/s?k=fiction&i=stripbooks&rh=p_n_publication_date%3A1296516011%2Cp_n_feature_browse-bin%3A618073011&s=review-rank&dc')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=fiction&i=stripbooks&rh=p_n_publication_date%3A1296516011%2Cp_n_feature_browse-bin%3A618073011&s=review-rank&dc. A page transition from a specific fiction search to a broader, updated results view occurred. The page name shrunk to “Amazon.com : fiction” and the left/right refinements were largely removed or flattened, with a new pagination navigation added. Key content changes include: the top results summary was rewritten from “3 results for 'fiction books 2026'” to “1-24 of over 1,000 results for 'fiction',” and the filter/sort area was adjusted (Newest Arrivals renamed to Publication Date, and Most reviews added). The product list was replaced with a much longer set of items under a new “Showing results from All Departments” heading, and a new help/pagination block appears. Several less-visible refinements and a personalized recommendations section were removed or simplified, including the “Your recently viewed items” area and a large refinements group."
}{
"explanation": "**Navigating to a URL**\n\nI need to navigate to a specific URL, and as an assistant, my best approach is to use a tool for this. I'll use the NavigateToUrlTool with the provided URL. After that, I'll respond to confirm that I've successfully navigated there. There's no need to complicate things with multiple tools, so I'll just call the navigate function and keep it straightforward. Let's get started!",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/s?k=fiction&i=stripbooks&rh=n%3A283155%2Cp_n_publication_date%3A2011401011&s=review-rank",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/s?k=fiction&i=stripbooks&rh=n%3A283155%2Cp_n_publication_date%3A2011401011&s=review-rank')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=fiction&i=stripbooks&rh=n%3A283155%2Cp_n_publication_date%3A2011401011&s=review-rank. There’s a broader change to the product listing area and the header area. The header now includes a Sign in link and a new “New customer? Start here” flow, replacing part of the previous generic header region. In the results area, the list of items is expanded and enriched: several new book entries with full details (title, format options, ratings, prices, and shipping info) are added, including release date notes for upcoming items. Existing items’ price strings and some format options change, and additional interactive elements like Add to cart buttons and multiple format links appear within each listing."
}['Page title: Amazon.com : fiction', 'Active filters: All Departments', 'Sort order: Avg. Customer Review', 'First 5 book results (title; author: NOOP; star rating; number of reviews):', "Splendor of the Land: The King's Men, Book 3; NOOP; 4.9 out of 5 stars; 400 ratings", 'When Grace Finds You: A Sweet Christian Fiction Romance (Willow Creek Novels); NOOP; 5.0 out of 5 stars; 37 ratings', 'A Lineage of Grace: Biblical Stories of 5 Women in the Lineage of Jesus - Tamar, Rahab, Ruth, Bathsheba, & Mary (Historical Christian Fiction with In-Depth Bible Studies); NOOP; 4.8 out of 5 stars; 7,498 ratings', 'The Complete Fiction of H. P. Lovecraft (Volume 2) (Chartwell Classics, 2); NOOP; 4.8 out of 5 stars; 4,755 ratings', 'An Echo in the Darkness: The Mark of the Lion, Book 2; NOOP; 4.8 out of 5 stars; 4,435 ratings']
{
"explanation": "**Navigating to URL**\n\nI need to perform a navigation action to reach the specified URL. I’ll use the NavigateToUrlTool to get there. Once I arrive, I plan to respond with a confirmation that I've reached the destination. There’s no need to interact with the ARIA tree in this case, so I’ll just focus on calling the NavigateToUrlTool. Simple enough, right? Let's get this done!",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/gp/new-releases/books/4/ref=zg_bsnr_nav_books_4",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/gp/new-releases/books/4/ref=zg_bsnr_nav_books_4')"
]
}
],
"changes": "URL changed to https://www.amazon.com/gp/new-releases/books/4/ref=zg_bsnr_nav_books_4. The page transition reoriented from a generic fiction results view to a targeted new-releases hub for Children's Books. The top area now announces \"New Releases in Children's Books\" and introduces a dedicated navigation group (a hierarchical department tree) to explore categories such as Books, then Children's Books with subcategories like Action & Adventure, Animals, etc. Content changes include replacing the previous sort-by controls and results summary with the new releases listing (featuring #1–#30 items with edition format, author, rating, and price), plus a streamlined set of marketing links (e.g., New Releases heading and brief description). There are numerous formatting tweaks (LineBreaks simplified, and a few navigation items like “Skip to main search results” moved under the new navigation group) and an overall consolidation of the header region around the new releases content."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/gp/new-releases/books/25/ref=zg_bsnr_nav_books_25",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/gp/new-releases/books/25/ref=zg_bsnr_nav_books_25')"
]
}
],
"changes": "URL changed to https://www.amazon.com/gp/new-releases/books/25/ref=zg_bsnr_nav_books_25. The user is now viewing a Science Fiction & Fantasy focused section instead of Children's Books. The top navigation/backing area updated the main area title to reflect Science Fiction & Fantasy and the page appears to be in a SF&F category view with a Best Sellers section and a SF&F-specific header. Significant content changes include a new sign-in prompt block inserted into the shortcuts area, and a major reshuffling of the listing content: the category tree items, subcategory labels, and many list entries were replaced to show SF&F titles with updated authors, formats, and prices. Numerous items that previously belonged to Children’s Books were removed or replaced with SF&F titles, some entries now show different price points and format counts, and the overall listing order and item labeling were altered to reflect the new genre focus."
}{
"explanation": "**Executing JavaScript for navigation**\n\nI'm planning to run a script to find elements where the text content includes \"Literature\" and \"Fiction\" and click on the first one I find. I'll use the `functions.ExecuteJavascriptTool` to do this. The script will search for these elements in the left sidebar, possibly within a navigation component that has an aria-label. My goal is to implement a robust solution, so let's proceed with that!",
"performed_steps": [
{
"name": "Click on \"Literature & Fiction\" in the department navigation on the left sidebar to go to fiction new releases",
"tools": [
"ExecuteJavascriptTool(script='(function(){\n // Try common selectors for Amazon department nav on left: search for elements with text 'Literature & Fiction'\n const texts = ['Literature & Fiction'];\n let el = null;\n for (const t of texts) {\n // query all elements that could contain the text\n const candidates = Array.from(document.querySelectorAll('*')).filter(n=>n.textContent.trim()===t || n.textContent.trim().startsWith(t));\n if (candidates.length>0){ el = candidates[0]; break; }\n }\n if(!el){\n // fallback: search within left navigation region by ARIA roles\n const region = document.querySelector('[aria-label=\"Departments\"]') || document.querySelector('[aria-label=\"Department navigation\"]') || document.querySelector('nav');\n if(region){\n el = Array.from(region.querySelectorAll('*')).find(n=>n.textContent.trim()==='Literature & Fiction');\n }\n }\n if(el){ el.click(); return 'Clicked Literature & Fiction'; }\n // If not found, try approximate: click element containing 'Literature' in its text\n const any = Array.from(document.querySelectorAll('*')).find(n=>n.textContent && n.textContent.includes('Literature'));\n if(any){ any.click(); return 'Clicked approximate Literature item'; }\n return 'Literature & Fiction not found';\n})();')"
]
}
],
"changes": "URL did not change. A navigation/action change collapsed the top-user actions area. The Sign in and New to Amazon prompts were removed, leaving the All Categories Menu button as the primary interactive item in that region. Content changes mostly center on line break handling: many items that previously used a LineBreak with a visible newline now have an empty-named LineBreak that contains an InlineTextBox (and a few instances show minor text spacing tweaks). This suggests a shift to a more explicit, accessible representation of line breaks in link/text blocks, while the rest of the list structure remains intact."
}{
"explanation": "**Searching for Literature & Fiction link**\n\nI need to find and click on the \"Literature & Fiction\" link located in the left navigation sidebar. It might be a top-level department option under All Departments, but I can't see it in the provided snippet. There's a \"Books\" section and various categories, but \"Literature & Fiction\" isn’t listed specifically. I could suggest checking the \"All Departments\" menu for this link. Since it's not found, I should report that and ask for clarification.",
"performed_steps": [
{
"name": "Find and click on \"Literature & Fiction\" link in the left navigation sidebar",
"tools": []
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. The process seems straightforward: call the tool with the provided URL and then confirm once it’s done. It looks like I don’t need to use a parallel wrapper for this task. I’ll just focus on the direct function. After navigating, I should respond with a confirmation and offer to assist with any further actions. Let’s get started!",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/gp/new-releases/books/17/ref=zg_bsnr_nav_books_17",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/gp/new-releases/books/17/ref=zg_bsnr_nav_books_17')"
]
}
],
"changes": "URL changed to https://www.amazon.com/gp/new-releases/books/17/ref=zg_bsnr_nav_books_17. You navigated from the Amazon New Releases hub into a Literature & Fiction focused section. The page name, headings, and category tree were updated to reflect \"Literature & Fiction\" instead of \"Science Fiction & Fantasy,\" and a new Sign in area was added to the shortcuts region. Key content changes include a substantial reworking of the subcategory list (replacing science fiction/fantasy genres with a wide set of literature-focused genres and author/title entries) and a new block of highlighted titles with format details, authors, prices, and availability. Several top-list entries were renumbered (e.g., #1, #2, etc.) and new items appear under the main releases, while many prior science-fiction/fantasy items were removed or replaced with contemporary literary titles. Line break handling in several link items was also adjusted to use explicit line break markers."
}['Judge Stone: A Novel — James Patterson — 4.8 out of 5 stars — 167 ratings', 'Mistakes Were Made (Story Lake Book 2) — Lucy Score — 4.6 out of 5 stars — 345 ratings', 'In Her Own League: A Windy City Series Spinoff — Liz Tomforde — 4.7 out of 5 stars — 10,429 ratings', 'Law Maker — Susie Tate — 4.5 out of 5 stars — 5,806 ratings', 'The Price of Honey (Deadly Ambition collection) — Liane Moriarty — 3.7 out of 5 stars — 4,350 ratings', 'Only For Him: A single dad, enemies to lovers, hockey romance. — Natasha Madison — 4.7 out of 5 stars — 113 ratings', 'Across the Vanishing Sky (Starlight Grove Book 1) — Catherine Cowles — 4.7 out of 5 stars — 3,409 ratings', 'A Parade of Horribles: Dungeon Crawler Carl, Book 8 — Matt Dinniman — Rating not listed', 'My Guide Dog is a Wolf Shifter — Roxie Ray — 4.5 out of 5 stars — 374 ratings', 'In the Great Quiet: A Novel — Laura Vogt — 4.2 out of 5 stars — 589 ratings']
Error: Message: unknown error: unhandled inspector error: {"code":-32000,"message":"Node is not an Element"}
(Session info: chrome=146.0.7680.80)
Stacktrace:
0 chromedriver 0x000000010527b424 cxxbridge1$str$ptr + 3160724
1 chromedriver 0x00000001052734b8 cxxbridge1$str$ptr + 3128104
2 chromedriver 0x0000000104d47924 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 75032
3 chromedriver 0x0000000104d31248 cxxbridge1$string$len + 1140
4 chromedriver 0x0000000104d2f860 chromedriver + 227424
5 chromedriver 0x0000000104d302ec chromedriver + 230124
6 chromedriver 0x0000000104d4b93c _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 91440
7 chromedriver 0x0000000104dce4e4 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 626904
8 chromedriver 0x0000000104d851b4 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 327080
9 chromedriver 0x0000000105239dc0 cxxbridge1$str$ptr + 2892848
10 chromedriver 0x000000010523d4b0 cxxbridge1$str$ptr + 2906912
11 chromedriver 0x000000010521f51c cxxbridge1$str$ptr + 2784140
12 chromedriver 0x000000010523dd34 cxxbridge1$str$ptr + 2909092
13 chromedriver 0x000000010520ffac cxxbridge1$str$ptr + 2721308
14 chromedriver 0x00000001052628e8 cxxbridge1$str$ptr + 3059544
15 chromedriver 0x0000000105262a64 cxxbridge1$str$ptr + 3059924
16 chromedriver 0x0000000105273110 cxxbridge1$str$ptr + 3127168
17 libsystem_pthread.dylib 0x000000018e78fc08 _pthread_start + 136
18 libsystem_pthread.dylib 0x000000018e78aba8 thread_start + 8
['Judge Stone: A Novel — James Patterson — 4.8 out of 5 stars, 167 ratings', 'Mistakes Were Made (Story Lake Book 2) — Lucy Score — 4.6 out of 5 stars, 345 ratings', 'In Her Own League: A Windy City Series Spinoff — Liz Tomforde — 4.7 out of 5 stars, 10,429 ratings', 'Law Maker — Susie Tate — 4.5 out of 5 stars, 5,806 ratings', 'The Price of Honey (Deadly Ambition collection) — Liane Moriarty — 3.7 out of 5 stars, 4,350 ratings', 'Only For Him: A single dad, enemies to lovers, hockey romance. — Natasha Madison — 4.7 out of 5 stars, 113 ratings', 'Across the Vanishing Sky (Starlight Grove Book 1) — Catherine Cowles — 4.7 out of 5 stars, 3,409 ratings', 'A Parade of Horribles: Dungeon Crawler Carl, Book 8 — Matt Dinniman — N/A — N/A', 'My Guide Dog is a Wolf Shifter — Roxie Ray — 4.5 out of 5 stars, 374 ratings', 'In the Great Quiet: A Novel — Laura Vogt — 4.2 out of 5 stars, 589 ratings', "Kin: Oprah's Book Club: A Novel — Tayari Jones — 4.5 out of 5 stars, 482 ratings", 'Tempting Boss: A Billionaire Boss Surprise Baby Romance (Manhattan Billionaires Book 8) — Lilian Monroe — 4.4 out of 5 stars, 518 ratings', 'I Came Back for You: A Novel — Kate White — 4.2 out of 5 stars, 7,793 ratings', 'First Witches Club: A Novel — Maisey Yates — 4.4 out of 5 stars, 5,967 ratings', 'It Seemed Like a Good Idea (Darling Springs Book 1) — Lauren Blakely — 4.2 out of 5 stars, 672 ratings', 'The Crossroads (A Joe Pickett Novel Book 26) — C.J. Box — 4.6 out of 5 stars, 4,460 ratings', 'Show Me: a Small Town Sports Romance (Play Me Series Book 3) — Adriana Locke — 4.7 out of 5 stars, 69 ratings', 'A Parade of Horribles: Dungeon Crawler Carl, Book 8 — Matt Dinniman — $28.83', 'The Hard Line: A Gray Man Novel — Mark Greaney — 4.7 out of 5 stars, 2,457 ratings', 'As Far as She Knew: A Novel — Diana Awad — 4.4 out of 5 stars, 1,104 ratings', 'What Happened Next: A Novel — Edwin Hill — 4.3 out of 5 stars, 523 ratings', 'If You Keep Me (The Toronto Terror Series Book 6) — Helena Hunting — 4.4 out of 5 stars, 1,315 ratings', 'The Heir: A Forbidden Romance with a Modern-Day Duke (Belvedere Book 1) — Elodie Hart — 4.9 out of 5 stars, 202 ratings', 'Leave It Up To Love: A Short Story — Kristy Woodson Harvey — 4.0 out of 5 stars, 8,755 ratings', 'Almost Real (Almost Ever After) — Nicole Snow — 4.4 out of 5 stars, 660 ratings', 'Lady Tremaine: Reese’s Book Club Pick (A Novel) — Rachel Hochhauser — 4.5 out of 5 stars, 186 ratings', 'Game On: An Into Darkness Novel — Navessa Allen — N/A — N/A', 'The Hotshot — Piper Rayne — 4.4 out of 5 stars, 2,199 ratings', 'Whisper Sweet Nothings: A Small Town, Single Dad Romance (Rosewood River Series Book 6) — Laura Pavlov — 4.6 out of 5 stars, 4,218 ratings', 'Behind Closed Doors (Kept in Paradise) — Shain Rose — 4.4 out of 5 stars, 1,723 ratings', 'The Night We Met — Abby Jimenez — N/A — N/A']
{
"explanation": "**Planning click action**\n\nI need to click on the link with the id of 1518. I think the right approach is to use the ClickTool function with that id. First, I'll think through the reasoning behind this action before actually calling the tool. It’s important to make sure everything is lined up correctly before proceeding. Let’s move forward with this plan!",
"performed_steps": [
{
"name": "Click on \"The Heir: A Forbidden Romance with a Modern-Day Duke (Belvedere Book 1)\" by Elodie Hart to view its product page",
"tools": [
"ClickTool(id='1518')"
]
}
],
"changes": "URL changed to https://www.amazon.com/Leave-Up-Love-Short-Story-ebook/dp/B0FS26M5BW/ref=zg_bsnr_g_17_d_sccl_23/131-1214014-6802519?psc=1. Navigated from a generic Amazon New Releases page to a specific Kindle product detail page for \"Leave It Up To Love: A Short Story.\" The UI now centers around a single title with expanded product information, author bios, and reviews rather than a broad catalog. Key content changes include a full product-detail layout: a prominent title, author and publisher info, Buy/Buy now with 1-Click options, sample/read actions, and a new From the Publisher/From the Author/Editorial Reviews sections. The page also introduces a dedicated Reviews area with top reviews, country-specific reviews, and a video upload prompt, plus a relocated navigation within the product (Back to top, About this item, From the Brand/From the Author, Customer reviews, Similar). Additionally, a new Kindle-specific RootWebArea node is appended to the page structure."
}{
"explanation": "**Navigating back**\n\nI need to return to the previous page. There's a navigation link called \"Back to top jump link,\" but that's for jumping to the top, not going back. Usually, I'd rely on the browser's back button for that. However, I see we have a tool available called NavigateBackTool, so I'll use that to perform the action. It seems straightforward to call this single tool, so I'm ready to respond with the function call.",
"performed_steps": [
{
"name": "Go back to the previous page",
"tools": [
"NavigateBackTool()"
]
}
],
"changes": "URL changed to https://www.amazon.com/gp/new-releases/books/17/ref=zg_bsnr_nav_books_17. You navigated from a specific Kindle product page to a general New Releases listing for Literature & Fiction. The accessibility tree shows the page title and region branding updated to reflect “Amazon.com New Releases” and a broader catalog view, replacing the previous product-detail focus. Key content changes include a major restructuring from a long, itemized product layout (with sections like reviews, details, and media) to a multi-block listing of new releases under headings like “Amazon Hot New Releases” and “New Releases in Literature & Fiction,” plus a pagination navigation. Labels were simplified (Kindle Store to Books, Kindle Books image to Books), and several non-essential sections (reviews, media, and detailed product specs) were removed or greatly condensed."
}{
"explanation": "",
"performed_steps": [
{
"name": "Find and click the link for \"The Heir: A Forbidden Romance with a Modern-Day Duke\" by Elodie Hart",
"tools": [
"ClickTool(id='1220')"
]
}
],
"changes": "URL changed to https://www.amazon.com/Heir-Belvedere-Book-1-ebook/dp/B0F9SN5DB8/ref=zg_bsnr_g_17_d_sccl_22/131-1214014-6802519?psc=1. The user is now viewing a specific Kindle product page for The Heir, replacing the previous generic Amazon New Releases context. The page’s main content is substantially restructured with a full product detail layout: a large expansion of sections such as Videos, About the author, Product details, From the Publisher, Editorial Reviews, and a rich Reviews area with top reviews, images, and country-specific sections. Key content changes include renaming of the category label to Kindle Store, addition of a Buy/Read options block with price and formats, a carousel-style book details area, and a new Report an issue option. The accessibility tree now includes extensive author information, author follow actions, rate-this-page prompts, and a long stream of user reviews (with translated reviews) and top-country reviews, plus a dedicated “Report an issue” section and a Kindle-specific bottom navigation."
}Title: The Heir: A Forbidden Romance with a Modern-Day Duke Author: Elodie Hart Star rating: 4.9 out of 5 stars Reviews: 202 Publication date: March 11, 2026 Publisher: NOOP ASIN: B0F9SN5DB8
Driver python-1773613270 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1773613270 Token usage statistics: - Total: 455161 tokens (441852 input, 13309 output) - Cached: 19099 tokens (18771 input, 328 output)









Chrome driver started successfully (driver_id: python-1772640702) Model: azure_openai/gpt-5-nano
{
"explanation": "I need to navigate to a URL using the NavigateToUrlTool. I’ll provide the URL then confirm it. This should be a straightforward task since I’ll just perform a single tool call instead of doing it in parallel. Once I have the result, I’ll respond with a brief summary of what I find. It's all about staying efficient and clear in how I handle this!",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. The user interface now presents an Amazon.com landing area with a continuation flow rather than a bare focused root region. The page includes a prompt, a primary action, and policy links. Key changes include: a fourth-level heading instructing the user to “Click the button below to continue shopping,” a “Continue shopping” button, and two focusable links for Conditions of Use and Privacy Policy. Additionally, there is a copyright notice line added at the bottom."
}{
"explanation": "**Clicking continue shopping**\n\nI need to click the Continue Shopping button, which has the ID \"19\" and the corresponding text. I’ll use the tool to click this specific element, calling functions.ClickTool and providing the ID. There’s no need for multi-tool use since it’s just a single action. Once I perform the click, I’ll respond with a confirmation to let everyone know it worked! Let's get this done smoothly!",
"performed_steps": [
{
"name": "Click the \"Continue shopping\" button",
"tools": [
"ClickTool(id='19')"
]
}
],
"changes": "URL did not change. The UI was expanded from a simple Amazon home frame into a heavily restructured, accessible homepage with a “Shortcuts” and keyboard navigation system. A new Skip to main content/keyboard shortcuts section was added, plus a prominent navigation banner that exposes language, account, search, and a wide array of category links as labeled interactive elements. Content was reorganized into numerous labeled regions and groups (Featured content, Best Sellers in… across multiple categories, Shop by department like Grocery, Devices, Fashion, etc.), each containing multiple interactive items (links, images, and some buttons). The footer area was broadened into a navigable, multi-list \"Let Us Help You\" and \"More on Amazon\" section, replacing the previous minimal footer."
}{
"explanation": "**Searching for a compact camera**\n\nI need to search for \"compact digital camera 10x zoom\" in Amazon's search bar. First, I'll interact with the search box, which likely has the ID 133. This search box includes a nested input element, so I want to make sure I type the query into that correctly. I’ll use TypeTool to enter the text and then press Enter with PressKeyTool. I'll do this in sequence to complete the search effectively! **Executing the search**\n\nI don’t need to use multi_tool_use in parallel since I can do this sequentially. First, I’ll use TypeTool on the search input with ID 133 to enter the text. Once that’s done, I’ll follow up by pressing Enter using PressKeyTool. This straightforward approach should work well for executing the search! Let's get started and make sure I complete this task correctly.",
"performed_steps": [
{
"name": "Search for \"compact digital camera 10x zoom\" in the Amazon search bar",
"tools": [
"TypeTool(id='133', text='compact digital camera 10x zoom')"
]
}
],
"changes": "URL did not change. Searching and showing autocomplete results updated. The search box now appears in a focused state and is tied to a new autocomplete results container, with the current query “compact digital camera 10x zoom” displayed inside a plaintext region. A suggestion dialog layer was introduced: a non-modal grid lists eight button-based suggestions such as “compact digital camera 10x zoom 100 300” and “compact digital camera 10x zoom 4 stars 100- 300,” along with a polite status note describing the prefix and count of suggestions. This provides immediate, actionable autocomplete options right under the search field. Additionally, some media and text rendering were adjusted: an image’s alt or label was replaced with a much longer description, and several line-break elements in a long list were converted to an inline-text placeholder structure to standardize how breaks are announced to assistive tech."
}{
"explanation": "**Submitting search query**\n\nI need to press Enter to submit the search, so I’ll identify the element that responds to it. I could even simulate pressing the Enter key using the PressKeyTool with key \"Enter.\" The user clearly wants me to \"Press Enter to submit the search,\" so it makes sense to use the tool call instead of locating the element. I'll use functions.PressKeyTool with \"Enter,\" then respond with a confirmation.",
"performed_steps": [
{
"name": "Press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=compact+digital+camera+10x+zoom&crid=3CBZKYMT97FHT&sprefix=compact+digital+camera+10x+zoom%2Caps%2C225&ref=nb_sb_noss_1. The page shifted from a generic Amazon home context to a focused search results view for \"compact digital camera 10x zoom\" and expanded the accessibility surface around search and results. The after diff adds a comprehensive Refinement/Filter panel with numerous grouped categories (Sort by, Deals, Optical Zoom, Megapixels, Memory Type, Brands, etc.), plus a full catalog of product results and a robust pagination area. There are also structural additions like a non-modal dialog, a help/utility section (Need help? Visit help, contact us, skip to main results), and numerous line-break adjustments to ensure screen readers announce separators clearly. A small extra root area is appended at the end, containing a simple placeholder generic element."
}{
"explanation": "**Filtering by ratings**\n\nI need to filter results by 4 stars and up. To do this, I should click the filter option labeled \"4 Stars & Up\" under Customer Reviews. The goal is to narrow down the choices. The relevant link seems to be the one with the text \"& Up\" and the nested \"4 Stars.\" \n\nOkay, the link ID is \"1797.\" So, I'll use a tool to click on that element. This should effectively apply the filter!",
"performed_steps": [
{
"name": "Filter results by 4 stars and up rating",
"tools": [
"ClickTool(id='1797')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=compact+digital+camera+10x+zoom&rh=p_72%3A1248879011&dc&crid=3CBZKYMT97FHT&qid=1772640762&rnid=1248877011&sprefix=compact+digital+camera+10x+zoom%2Caps%2C225&ref=sr_nr_p_72_1&ds=v1%3Ac31F3bGzWlBJDMsB18Mf4LUF%2FRaIe19nZIuogasjh38. A listing page refresh updated the product results and filtering UI. The page title for the initial product listing was changed to a more marketing-friendly format, and many product entries were revised with new titles, prices, ratings, and delivery information. Additionally, new filter groups and items were introduced (eg, Focus Type, Photo Sensor Resolution, Aperture Modes, Premium Brands, Connectivity, Delay Between Shots, Screen/Video options, Age/Color variants), while some old groups were removed or collapsed. Numerous line breaks were replaced with inline text handling for accessibility, and several nested elements were restructured to wrap interactive controls (eg, Add to cart) more consistently."
}{
"explanation": "**Considering price slider values**\n\nThe slider ranges from 0 to 145, which complicates the mapping since it shows prices in dollars. I could set the slider value to match approximated prices. There are quick options like “$100 to $200” and “$200 to $250,” but no precise “$100 to $200” option or a “$200 to $400” option. The closest would be selecting those two. I want to set the minimum to 100 and the maximum to 300 using the DragSliderTool. The expected value might be 91 for the upper limit. **Evaluating slider mappings**\n\nIt seems like to set the price to 100 on the slider (which ranges from 0 to 145), I’d just use the value 100. However, the maximum price appears to be $1,850+, even though I want to set it to 300. This feels a bit inconsistent since 300 is beyond the slider's display limit. But I think I can still adjust the minimum to 100 and maximum to 300 using the DragSliderTool. I’ll set the min at 100 and the max at 300 and attempt to run them in parallel. **Setting up parallel tool calls**\n\nI’m planning to execute two tool calls simultaneously. I’ll use the `multi_tool_use.parallel` function to set the first slider (id 2247) to a value of 100 and the second slider (id 2249) to a value of 300. Once those are set up, I'll respond accordingly. I think this approach should streamline the process and get the values adjusted correctly without any delays!",
"performed_steps": [
{
"name": "Filter results by minimum price $100 and maximum price $300",
"tools": [
"DragSliderTool(id='2247', value='100')",
"DragSliderTool(id='2249', value='300')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=compact+digital+camera+10x+zoom&rh=p_72%3A1248879011&dc=&crid=3CBZKYMT97FHT&qid=1772640820&rnid=386442011&sprefix=compact+digital+camera+10x+zoom%2Caps%2C225&ref=sr_nr_p_36_0_0&low-price=580&high-price=. Navigated from a generic Amazon camera search results page to a new, more detailed results page with updated product list and a richer filter panel. The page now shows revised result counts and updated prices on items, with some product entries replaced by different models and new “Add to cart” actions. Key content changes include a broadened and reorganized filter UI (new groups such as Form Factor, Premium Brands, Screen Size, Battery Weight, Viewfinder, Flash, Format, Memory Type, and more) replacing many of the old filter sections, plus additional price labels and stock/offer notes on items. A new personalized-recommendations section appears in the complementary area, inviting sign-in and offering guidance like “See personalized recommendations” with Sign in / Start here links. Pagination also shifts (button text updated from 20 to 11) reflecting a changes in the result set."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL, and as an assistant, I should perform tool calls to do this. I’ll use the NavigateToUrlTool with the provided URL and report back when it’s completed. There's no need to parse anything for ARIA; I’ll just get straight to calling it. I'll keep it simple and confirm once I’ve proceeded. Let's move forward!",
"performed_steps": [
{
"name": "Navigate to URL https://www.amazon.com/s?k=compact+digital+camera+10x+zoom&rh=p_72%3A1248879011%2Cp_36%3A10000-30000&dc",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/s?k=compact+digital+camera+10x+zoom&rh=p_72%3A1248879011%2Cp_36%3A10000-30000&dc')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=compact+digital+camera+10x+zoom&rh=p_72%3A1248879011%2Cp_36%3A10000-30000&dc. You navigated from a generic search results view to a much more feature-rich results page with expanded filtering and product detail options. The after-state introduces numerous new filter groups (Color, Top Brands, Form Factor, Connectivity, Battery Weight, Flash, Exposure Control, Viewfinder, Sensor Size, Image Capture Type, etc.) and adds many new filter items like “Today's Deals,” “Bridge,” and color variants, suggesting a more granular, facet-based search experience. Product item cards also show substantial content changes: titles, ratings, and price representations are updated, some offers and delivery estimates are altered, and several items now include extra elements such as “See options,” different rating text, and new price formatting. Additionally, pagination and a few UI bits (like a removed personalization complement) have changed, and a few line-breaks and labels were normalized for readability."
}['Digital Camera,5K 56MP Cameras for Photography Autofocus,Vlogging Compact Camera with Front and Rear Camera,10X Optical Zoom,6-Axis Anti-Shake,Touch Screen with 64GB SD Card,2 Batteries | $127.99 List Price: $159.99 | 4.7 out of 5 stars | 10X Optical Zoom', 'Kodak PIXPRO FZ55-BK 16MP CMOS Sensor Digital Camera 5X Optical Zoom 28mm Wide Angle 1080P Full HD Video 2.7" LCD Vlogging Camera (Black) | $139.99 List: $159.99 | 4.4 out of 5 stars | 5X Optical Zoom', '5K Digital Camera for Photography with 6X Optical Zoom, 64MP Autofocus WiFi Vlogging Camera for YouTube ... with 6X Optical Zoom | $89.99 List Price: $129.99 | 4.8 out of 5 stars | 6X Optical Zoom', 'Kodak PIXPRO AZ405-WH 20MP Digital Camera 40X Optical Zoom 24mm Wide Angle Lens Vlogging Camera (White) | $229.20 | 4.1 out of 5 stars | 40X Optical Zoom', 'Kodak PIXPRO Friendly Zoom FZ45-BK 16MP Digital Camera with 4X Optical Zoom 27mm Wide Angle and 2.7" LCD Screen (Black) | $119.95 List: $129.99 | 4.3 out of 5 stars | 4X Optical Zoom', 'Kodak PIXPRO Astro Zoom AZ528-BK 16 MP Digital Camera with 52x Optical Zoom 24mm Wide Angle Lens 1080P Full HD Video ... (Black) | $249.99 List: $279.99 | 4.2 out of 5 stars | 52x Optical Zoom', '5K Digital Camera - 80MP WiFi Cameras for Photography - ... Dual Lens, 16X Zoom, Compact Travel Camera | $89.98 List Price: $119.99 | 4.5 out of 5 stars | 18X Zoom', '8K Digital Camera for Photography with WiFi, Autofocus 88MP Vlogging Camera ... with 16X Zoom, 32GB Card, 2 Batteries | $99.99 List Price: $169.99 | 4.6 out of 5 stars | 16X Zoom', 'Kodak PIXPRO FZ55-RD 16MP Digital Camera 5X Optical Zoom 28mm Wide Angle 1080P Full HD Video 2.7" LCD Vlogging Camera (Red) Packaging May Vary | $139.99 List: $159.99 | 4.4 out of 5 stars | 5X Optical Zoom']
Driver python-1772640702 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772640702 Token usage statistics: - Total: 187591 tokens (182554 input, 5037 output) - Cached: 0 tokens (0 input, 0 output)






Chrome driver started successfully (driver_id: python-1772595886) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. You navigated from a bare page to a full home page experience with header, navigation, and content sections. The UI now exposes a rich accessibility structure including a shortcuts menu, a primary banner with search and language/account controls, and a comprehensive All Categories menu. Key visible changes include a large hero/navigation area (Skip to content, keyboard shortcuts, language/country pickers, account/cart items), a fully fleshed-out search interface with a large category dropdown, and a long sequence of content sections and carousels (neutrals, devices, fashion, home, grocery, books, etc.) each with headings and item previews. The footer was expanded to include helpful links and language options, making the page far more navigable via assistive tech."
}{
"explanation": "",
"performed_steps": [
{
"name": "search for \"stainless steel electric kettle 1.5 liter\" in the search box",
"tools": [
"TypeTool(id='133', text='stainless steel electric kettle 1.5 liter')"
]
}
],
"changes": "URL did not change. A user action in the search flow now includes an expanded autocomplete experience. The search box is turned into a focused, accessible control with a live results container and an inline query snippet, and a new suggestion dialog appears listing multiple keyword variations to choose from. Additionally, the UI introduces richer media and content: a modal-like dialog with several kettle-related suggestions containing clickable buttons, and a video region with play and unmute controls. Throughout the lists, line breaks are consistently replaced with inline text boxes to improve text handling for screen readers."
}{
"explanation": "",
"performed_steps": [
{
"name": "press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=stainless+steel+electric+kettle+1.5+liter&crid=12T68ATIDYM8G&sprefix=stainless+steel+electric+kettle+1.5+liter%2Caps%2C223&ref=nb_sb_noss_1. The UI now appears to show a product search results page for a stainless steel electric kettle, replacing the previous homepage/banner focus. The root area label shifts to reflect the current search, and there are new interactive refinements and result content introduced in the main area. Key changes group together content and controls: a Sort by control appears (a combobox with options), a prominent Results heading, and a long list of product items with titles, prices, ratings, “Add to cart” actions, and delivery information. The previous large promotional banners and image galleries have been removed or collapsed into a simplified “More results” section, and a new set of refinements panels is added, including Price sliders, Deals & Discounts, Brands, Color, Height, Width, Length, Grade, Material Features, Seller, and other filter categories to narrow results. There are also navigation and help-related additions (skip-to-main, need help, contact, and a new pagination/navigation region)."
}{
"explanation": "**Filtering results by rating**\n\nI need to filter results for ratings of 4 stars and above. In the ARIA tree, there’s a \"Customer Reviews\" section that has an option for \"& Up 4 Stars.\" I see that list item id 3822 contains the link I need, which is id 3824. I should focus on that link since it’s clickable. I’ll call the ClickTool function with id 3824, but first, I’ll provide a brief reasoning before making the tool call.",
"performed_steps": [
{
"name": "filter results by 4 stars and above rating",
"tools": [
"ClickTool(id='3824')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=stainless+steel+electric+kettle+1.5+liter&rh=p_72%3A1248915011&dc&crid=12T68ATIDYM8G&qid=1772595934&rnid=1248913011&sprefix=stainless+steel+electric+kettle+1.5+liter%2Caps%2C223&ref=sr_nr_p_72_1&ds=v1%3ALHJr0z7XwRN7DN0RRFsak0tgOdCLmoxFplRwFxx9%2B9E. The page was updated from the previous Amazon search results to a more populated and reworded listing set. Product entries now show updated titles, ratings, prices, delivery estimates, and “Add to cart” controls, with several items replaced by newer or alternative kettle options and more varied offer lines. Additionally, the accessibility/complementary area was expanded to include a personalized recommendations section with a Sign in option, and several UI text refinements were made (reworded filter and review labels, and changes to how line breaks are rendered). Overall, content focus moved from placeholder/ID-based entries to richer, user-visible product details and guidance."
}['Cosori Electric Kettle, No Plastic Inner Lid, Filter & Spout, Stainless Steel Tea Kettle, Automatic Shut Off & Boil-Dry Protection, Durable Tea Kettle Boiler & Heater, 1.5L/1500W, Silver — 4.3 out of 5 stars — $39.99', "COMFEE' Stainless Steel Electric Kettle, 1.7 Liter Tea Kettle Electric & Hot Water Kettle, 1500W Fast Boil with LED Light, Auto Shut-Off and Boil-Dry Protection — 4.6 out of 5 stars — $26.98", "COMFEE' Electric Kettle and Tea Kettle, 1.5L Double Wall, Stainless Steel Interior, Lid & Spout, Fast Boil, Auto-Off, and Boil-Dry Protection, 1500W — 4.6 out of 5 stars — $26.98", 'Electric Kettle(BPA Free), Double Wall Water Boiler Heater, Stainless Steel Interior, Cool Touch Coffee Pot & Tea Kettle, Auto Shut-Off and Boil-Dry Protection, 1.5L — 4.4 out of 5 stars — $21.99', 'OVENTE Electric Kettle, 1.5L Borosilicate Glass Countertop Water Heater and Boiler for Coffee or Tea, BPA-Free, Auto Shut-Off, Boil-Dry Protection, Removable Filter, Black — 4.5 out of 5 stars — $15.15']
Driver python-1772595886 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772595886 Token usage statistics: - Total: 134746 tokens (132710 input, 2036 output) - Cached: 0 tokens (0 input, 0 output)






Chrome driver started successfully (driver_id: python-1772596070) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to use the NavigateToUrlTool to reach the specified URL. It's pretty straightforward: I'll do the tool call, and there's no need for parallel execution here. After I call the tool, I’ll confirm that I did it successfully. My steps are simple: call the tool, and then provide a brief confirmation once it's complete. I'll make sure everything flows smoothly!",
"performed_steps": [
{
"name": "navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. The interface expanded from a plain, focusable root to the full Amazon homepage with rich accessibility landmarks and keyboard navigation. A dedicated shortcuts/navigation region was added at the top, including a Skip to Main Content link, a keyboard shortcuts list, and a move-by-key guidance message. The main header area now contains a comprehensive Primary navigation with a search box (including a large department combobox), language/country pickers, account/cart items, and a comprehensive All Categories menu. Beyond the header, the main content was filled with a carousel of featured content and numerous department sections (Best Sellers in Computers, Kitchen, Books, Grocery, Clothing, Shopbop, Home & Kitchen, etc.), each containing many item cards or image links. The layout also introduces a complementary section for recently viewed items and a detailed footer with multiple link groups (Get to Know Us, Make Money with Us, Amazon Payment Products, Let Us Help You) and a Back to top control, completing a full, accessible, content-rich storefront."
}{
"explanation": "**Executing search for air conditioner**\n\nI need to search for \"portable air conditioner 300 sq ft energy efficient\" using the search box, which has the element ID \"133.\" I'll type the text into that box using the TypeTool, then maybe press the \"Go\" button, which is ID \"140.\" I could also just hit Enter instead. The instructions imply I need to submit the text, so I’ll perform those two actions in sequence: type it in and then click the button.",
"performed_steps": [
{
"name": "search for \"portable air conditioner 300 sq ft energy efficient\" in the search box",
"tools": [
"TypeTool(id='133', text='portable air conditioner 300 sq ft energy efficient')"
]
}
],
"changes": "URL did not change. The changes mostly add and surface autocomplete suggestions in the search area. The Search Amazon control now gets focus state, a new controls attribute linking to an autocomplete container, and it includes a default query text inside the control. A new suggestion dialog appears with two portable air conditioner recommendations and a polite status indicating additions. Additionally, the UI now exposes a video region in a product tile, with a visible link title, a Video region including a Play and an Unmute button, and a non-modal, non-blocking dialog presenting the controls. Numerous list items were updated to replace line-break renderings with inline text boxes, effectively normalizing how multi-line labels are presented for screen readers."
}{
"explanation": "**Executing search action**\n\nThe ARIA tree indicates that the search box is focused and contains text, so I should press the Enter key. I'll use the tool to press the Enter key directly without needing a multi-tool wrapper. It seems straightforward; I just need to call the function and then confirm back to the user that I've done it. Let's move forward with that!",
"performed_steps": [
{
"name": "press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=portable+air+conditioner+300+sq+ft+energy+efficient&crid=2TGJTVGWVOKHD&sprefix=portable+air+conditioner+300+sq+ft+energy+efficient%2Caps%2C190&ref=nb_sb_noss_1. You navigated from the generic homepage into a specific search results page for “portable air conditioner 300 sq ft energy efficient.” The page title area was updated to reflect the query, and the content area now presents a full results listing with a “1-16 of 750 results” header and a Sort by: combobox. Key changes include a large expansion of the filter/refinement UI on the left, introducing many grouped filter controls (Deals & Discounts, Brands, Color, Capacity, Features, Wattage, etc.) to narrow results, and a dense set of product cards in the results list showing titles, ratings, prices, delivery info, and Add to cart actions. Minor accessibility tweaks appear (dialog placeholder, additional help/navigation links), and an additional empty RootWebArea appears at the end, likely for structural parity."
}['SereneLife Portable Conditioner, 8000 BTU 3-in-1 Compact Standing Air Conditioner for Rooms Up to 300 Sq. Ft., Energy Efficient Floor AC Unit with Remote Control, Universal Casters, Window Mount Kit — $269.90', 'BLACK+DECKER Portable Air Conditioner, 8,500 BTU (5,100 BTU SACC) for Rooms Up To 350 Sq. Ft., Portable AC with Full Function Remote Control & Window Kit, BPACT05SM, White — $229.99', 'Midea 10,000 BTU ASHRAE (7,100 BTU SACC) Portable Air Conditioner, Smart Control, Cools up to 300 Sq. Ft., with Dehumidifier & Fan mode, Easy- to-use Remote Control & Window Installation Kit Included — $203.69']
['4.0 out of 5 stars — SereneLife Portable Conditioner, 8000 BTU 3-in-1 Compact Standing Air Conditioner for Rooms Up to 300 Sq. Ft., Energy Efficient Floor AC Unit with Remote Control, Universal Casters, Window Mount Kit', '4.0 out of 5 stars — BLACK+DECKER Portable Air Conditioner, 8,500 BTU (5,100 BTU SACC) for Rooms Up to 350 Sq. Ft., Portable AC with Full Function Remote Control & Window Kit, BPACT05SM, White', '4.1 out of 5 stars — Midea 10,000 BTU ASHRAE (7,100 BTU SACC) Portable Air Conditioner, Smart Control, Cools up to 300 Sq. Ft., with Dehumidifier & Fan mode, Easy- to-use Remote Control & Window Installation Kit Included']
Driver python-1772596070 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772596070 Token usage statistics: - Total: 114868 tokens (112754 input, 2114 output) - Cached: 0 tokens (0 input, 0 output)






Chrome driver started successfully (driver_id: python-1772596206) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL, which means I'll be utilizing the navigation tools available. I'll call the function to carry that out and keep my reasoning straightforward. Once the navigation is complete, I'll make sure to report back that it's done! It's all about getting to the right place effectively. Let's proceed with that tool!",
"performed_steps": [
{
"name": "navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. The page structure was expanded from a minimal root area to a full homepage layout with a prominent header and navigation. The new content introduces a shortcuts menu, a primary header banner with search, language/country controls, account links, and a large interactive category/navigation area. In the main content, the homepage now includes a featured carousel, multiple content bands (e.g., Best Sellers in various departments, Shopbop sections, spring trends, groceries, devices), and numerous product/image tiles organized into lists and grids. The footer area gained extensive sections with lots of links like Help, Amazon Devices, and Get to Know Us, plus a “Your recently viewed items and featured recommendations” complement."
}{
"explanation": "**Executing search actions**\n\nI need to search for a specific query in the search box, which I’ve identified in the ARIA tree with the id 133. My first step is to type the text \"beginner acrylic paint set 24 colors canvas\" using the TypeTool. After that, I could either press the Enter key or click the Go button with id 140 to submit the search. This gives me two options: type into the search box and then either hit Enter or click the Go button. **Determining tool usage**\n\nI’m considering whether to use multi_tool_use.parallel, but it might be better to go sequentially since clicking the Go button depends on the text being entered first. So, I’ll use the TypeTool to input the search query, and then I’ll follow that with a ClickTool action on the Go button with id 140. It feels straightforward to issue these two function calls in sequence, so let’s go ahead and proceed with that.",
"performed_steps": [
{
"name": "search for \"beginner acrylic paint set 24 colors canvas\" in the search box",
"tools": [
"TypeTool(id='133', text='beginner acrylic paint set 24 colors canvas')"
]
}
],
"changes": "URL did not change. The user’s search interaction expanded from a plain search box to an active autocomplete with visible content. The Search Amazon field is now focused and includes a live query preview inside the box, plus a new controls reference to an autocomplete results container, and an inline placeholder text “beginner acrylic paint set 24 colors canvas.” Additionally, a new suggestion dialog appears under the search, listing six query suggestions and a polite status summary. Media changes replace a video region with a static image, and numerous line breaks in list items are now represented with an empty LineBreak paired with an InlineTextBox, likely to improve screen reader handling."
}{
"explanation": "**Simulating search submission**\n\nI need to press Enter to submit the search and find the search input element. There's a search box with an ID of 141 that has an editable plaintext for the query \"beginner acrylic paint set 24 colors canvas.\" The goal is clear: pressing Enter should trigger the submission via the Go button next to it. I’ll use the PressKeyTool to simulate pressing Enter while the search box is focused. Let’s go ahead and do that!",
"performed_steps": [
{
"name": "press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=beginner+acrylic+paint+set+24+colors+canvas&crid=2G2EG9M1MZ5GT&sprefix=beginner+acrylic+paint+set+24+colors+canvas%2Caps%2C219&ref=nb_sb_noss_1. You opened a search results view for “beginner acrylic paint set 24 colors canvas.” The page title and context were updated from a generic Amazon header to a highly specific search result, and new shortcuts were added to the shortcuts menu (notably a Filters link). In the results area, the old banner/content grid was replaced with a full listing of product results. The UI now includes a Sort by control, a detailed product list with price, ratings, “Add to cart” actions, and a “More results” section. A new small dialog placeholder and an extra root area were also introduced, signaling additional filtering or modal content infrastructure."
}['Artkey Acrylic Paint Set, 24 Colors 2 oz/59 ml Acrylic Paint Kit for Professional Artists & Beginners – Craft & Art Supplies for Canvas, Wood, Fabric, Rock, Leather, Ceramic, Glass, Easter Egg — $14.44 ($0.30 /fluid ounce) List: $16.99 — 4.7 out of 5 stars', 'TMOL Acrylic Paint Set, 24 Colors (2 oz/Bottle) with 12 Art Brushes, Art Supplies for Painting Canvas, Wood, Ceramic & Fabric, Rich Pigments Lasting Quality for Beginners, Students & Professional Artist — $18.83 ($9.42 /fluid ounce) — 4.4 out of 5 stars', 'Colorful Acrylic Painting Kit - Paint Supplies Set with 24 Colors, 30 Brushes, 5 Canvases, 1 Pad, 2 Palette, 2 Sponge & 1 Wood Easel - Art Acrylic Paint Set for Beginners, Kids, Adults — $23.49 ($2.45 /fluid ounce) List: $27.98 — 4.6 out of 5 stars', 'Caliart 24 Colors Acrylic Paint Set with 12 Brushes, Art Craft Paints Gifts Trendy Stuff for Adults Artists, Halloween Pumpkin Canvas Ceramic Rock Eggs Painting Kit Art Supplies — $24.99 ($0.52 /fluid ounce) — 4.7 out of 5 stars', 'Acrylic Paint Set - 24 Colors 2 oz/59 ml Acrylic Paints for Professional Artists with 10 Brushes , Art Supplies for Painting Canvas, Rock, Wood, Ceramic & Fabric, Rich Pigments Lasting Quality for Beginners — $17.99 ($0.37 /fluid ounce) — 4.6 out of 5 stars', 'Shuttle Art Acrylic Paint Set, 24 Colors (2oz/60ml) with Brushes & Palette, for Painting on Canvas, Rocks, Wood — $24.99 ($0.40 /fluid ounce) List: $31.99 — 4.7 out of 5 stars', 'Nicpro Acrylic Paint Set, 24 Colors with 12 Brushes, Palette, Non Toxic Art Supplies Kit for Painting Canvas, Wood, Rock & Ceramic — $16.99 ($0.35 /fluid ounce) — 4.6 out of 5 stars', 'Shuttle Art Acrylic Paint, 50 Colors Acrylic Paint Set, 2oz/60ml Bottles, Rich Pigments, Water Proof, Premium for Artists, Beginners and Kids on Canvas Rocks Wood Ceramic Fabric — $35.59 ($0.36 /fluid ounce) List: $42.99 — 4.7 out of 5 stars']
{
"explanation": "**Processing product link**\n\nI need to click on the Artkey Acrylic Paint Set product. To do this, I should use the tool to click the element with the corresponding id of that product link. In the ARIA tree, I see an item with the heading \"Artkey Acrylic Paint Set, 24 Colors...\" linked to id 406. So, I’ll proceed with the click action using Functions.ClickTool with the id 406. After that, I’ll confirm the action was completed successfully. Let's go ahead!",
"performed_steps": [
{
"name": "click on the Artkey Acrylic Paint Set product",
"tools": [
"ClickTool(id='406')"
]
}
],
"changes": "URL changed to https://www.amazon.com/Artkey-Acrylic-Paint-Set-Professional/dp/B09TWQD5ZL/ref=sr_1_5?crid=2G2EG9M1MZ5GT&dib=eyJ2IjoiMSJ9.xAkkWKHxyl-MSg8A7XwxjDys8vzIVHQb7VIgWFDUvicJf8ox6Cw6yh85NIoMo7cvGbvwD8JOI_EgXqTM_ucm3X0kJvxYGSE1hFhVRFRSML3s7AaWqMnkwMkLpycIv8s5Ycz1KGRBPFPJjlux95UAhfyI1s18dsQhLuesRmbLHF1t_BxMnXZNLwPdTIOBygIgLAU4xoRBxupFpN0TFCsROrI1J0c2wQNPiABcrzPzOPLLd_dQwVdmj5_xZFTl-Ra1r3qhkZEM52XKjpUNlL8yOeq9zg5r1gVjX7w9QgE7SF4.Ix4bYkqZ_vxOEgQJg9LH2zSUHoQsfUCU2_QvQNbmpG0&dib_tag=se&keywords=beginner%2Bacrylic%2Bpaint%2Bset%2B24%2Bcolors%2Bcanvas&qid=1772596258&sprefix=beginner%2Bacrylic%2Bpaint%2Bset%2B24%2Bcolors%2Bcanvas%2Caps%2C219&sr=8-5&th=1. A product detail experience was introduced, replacing the former generic results view with a rich, interactive detail page for Artkey Acrylic Paint Set. The page now includes expanded product content: an About this item section, a Buying options area, a Video region, and a Product information block with specs and a tabbed description. Related content was reorganized/added: a Frequently bought together carousel with companion items and a calculated total, a prominent Top reviews section with multiple customer reviews (including country-specific entries and translation options), and a new Product description area with media carousels and a play video control. There are also smaller accessibility and layout tweaks, such as refined line-break handling and the addition of a keyboard-shortcut banner near the top."
}['Artkey Acrylic Paint Set, 24 Colors 2 oz/59 ml Acrylic Paint Kit for Professional Artists & Beginners – Craft & Art Supplies for Canvas, Wood, Fabric, Rock, Leather, Ceramic, Glass, Easter Egg', '$14.44', '4.7 out of 5 stars', '(2,163)', '24 Bottles Vibrant Acrylic Paints: Professional artist quality acrylic paint, glide smoothly over the surface and provide strong coverage in both large areas and fine detail. The butter-like consistency allows the paint set to mix easily and dry quickly. The acrylic paint will remain in the artwork for a long time and will not fade', 'Tightly Packed Non-Leaking Bottles: The bottle cap is tightly screwed so that the paint will not leak out or dry out from exposure to the air before opening. Each bottle is marked with a color name for easy identification. All you need to do is unscrew the lid to show off your creativity. Remember to tighten the lid when you are done using it', 'Safe & Non-Toxic Acrylic Paints: The acrylic paint set is certified safe and non-toxic for people or pets. Water-based paints allow artists to stay safe while painting without having to interrupt their work for fear of toxicity. Simply clean up with soap and water when you have finished your work', 'Wide Range of Application: Acrylic paint set is suitable for painting on most surfaces such as canvases, fabric, wood, ceramic, rock, metal, plastic, plaster, etc. You can DIY your own canvas art, scrapbooking, crafts, Christmas decorations, Halloween makeup, Easter egg and more with this acrylic paint kit', 'What You Get: The acrylic painting kit comes with 24 bottles of acrylic paint. Packaged in a beautiful and sturdy colorful box. An ideal gift for adults, art lovers, amateurs, beginners and professional artists, intended for ages 12+ only']
Driver python-1772596206 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772596206 Token usage statistics: - Total: 168985 tokens (165124 input, 3861 output) - Cached: 0 tokens (0 input, 0 output)








Chrome driver started successfully (driver_id: python-1772596423) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL, so my first step is to use the NavigateToUrlTool with that URL. Once I've done that, I'll respond with a confirmation to let the user know that everything is on track. I'll be sure to ensure each step is clear and produce a brief overview of what I'm doing. So, let's go ahead and call the tool now!",
"performed_steps": [
{
"name": "navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. The interface was expanded from a plain root area into a full Amazon homepage with rich, keyboard-navigable sections. The diff adds a prominent shortcuts navigation, a primary banner with language, account, and region controls, and an extensive, multi-panel main area with a large featured content carousel and numerous content blocks. Key user-visible content changes include a new Skip to Main Content shortcut, a searchable and filterable navigation with All Departments and a long category menu, and a sprawling set of content groups such as Featured content, neutrals, device deals, spring fashion, Shopbop sections, Best Sellers in multiple categories, and a comprehensive footer with legal and help links. Interactive elements like carousel slides (Previous/Next slide, Play/Unmute), language/country selectors, and language-specific/region menus are now clearly exposed for accessibility."
}{
"explanation": "**Executing tool calls sequentially**\n\nI'm thinking about the sequence of actions: first, typing something and then pressing a key. There's a Go button to click, and I'll use ClickTool with id 140 for that. Wait, I need to confirm that ClickTool exists — and it does! So, I'll use functions.ClickTool right after typing. I’m also keeping in mind that pressing Enter could work, but clicking Go seems better. I'll arrange the TypeTool call with id 133 before clicking the Go button. It looks like I’ll need two tool calls in sequence to get everything done.",
"performed_steps": [
{
"name": "search for \"men's leather wallet RFID blocking 6 card slots\"",
"tools": [
"TypeTool(id='133', text='men's leather wallet RFID blocking 6 card slots')"
]
}
],
"changes": "URL did not change. A user opened or focused the search area and the search box now shows an active focus state. The search box is enhanced with an autocomplete results container and includes a sample query snippet inside it. Additionally, a new suggestions dialog appears with three clickable options (suggested queries) under the search, and a video region with Play and Unmute controls is introduced for a featured item. Throughout the page, many line breaks in lists have been replaced with inline text wrappers (InlineTextBox) to render newline characters more accessibly, and some content items have been updated to show new label text (e.g., Easter treats link) in place of previous elements."
}{
"explanation": "**Simulating key press for search**\n\nAlright, I need to simulate pressing the Enter key to submit the search. I should ensure that the focus is on the search input before doing this. The instruction is clear: just press Enter. I could use the PressKeyTool with the key \"Enter\" to achieve this. I'll follow through with that using functions.PressKeyTool now. Let's get this done!",
"performed_steps": [
{
"name": "press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=men%27s+leather+wallet+RFID+blocking+6+card+slots&crid=4ZHAEDPYWPF0&sprefix=men%27s+leather+wallet+rfid+blocking+6+card+slots%2Caps%2C215&ref=nb_sb_noss_1. The diff shows a shift from a generic Amazon page shell to a detailed, product-search results interface with filters and sorting. The RootWebArea title is updated to a specific men’s leather wallet RFID product search, and the shortcuts/menu region now includes new items like Filters, Main content, and a broader set of keyboard shortcuts. Content changes concentrate on a large expansion of the results area: a long list of product entries with expanded color options, pricing, ratings, and “Add to cart” controls, plus a full set of refinement groups (Price, Deals, Style, Material, Form Factor, Color, Wallet Compartments, Pattern, Included Components, Seller, Brands, Sustainability, Theme, etc.). There are new helper sections like a help/skip-to-main results area and a referendum on filter widgets (sliders, dropdowns, and labeled refinements), and small accessibility tweaks such as replacing some LineBreaks with explicit LineBreak elements. An extra empty RootWebArea block appears near the end, likely a placeholder for a new UI region content."
}['Top Grain Leather Wallet for Men | RFID Blocking | Extra Capacity Bifold Wallet with 2 ID Windows | Ultra Strong Stitching | Slim Billfold with 8 Card Slots | Gift for Him', '$34.99 List: $49.99', '4.6 out of 5 stars, rating details', '15,302 ratings', 'Colors available: Brown, Black, Brown Engraved (and others listed); 2 ID Windows; RFID Blocking; 8 card slots; Ultra-strong stitching']
{
"explanation": "",
"performed_steps": [
{
"name": "click on the first product \"Top Grain Leather Wallet for Men RFID Blocking\"",
"tools": [
"ClickTool(id='422')"
]
}
],
"changes": "URL changed to https://www.amazon.com/Leather-Bifold-Wallet-Blocking-Windows/dp/B07MXQLHTW/ref=sr_1_5?crid=4ZHAEDPYWPF0&dib=eyJ2IjoiMSJ9.DiJU-FwEWyt1GAzRTBncZ98-kYt3whc8gt29oo7Dzg6yJUM2NhstPYr4c24JD9U3Tcm9abmO-CU7eXeudGZqxR7EDwXnU9ekacC6VnMSznWL-lt4jHH20QrS-Z7f1Du1V99aYnntuY-D0-MPwX52mSTRaAeyPe_cpiADqxAVZ1fawxxBswYRI-soDEcb-R0tAPyeX0XE1-o-Te8tvE2p4uG6b7D_suDxFgOuMDODMeG7qT2Oye9i5S8pAnZcCeD7qgQPab-NgzvGtH9_zaLZRwGcktwVX6B5hgX1vfz1m5I._smjckMYulLtSkLdDr-CLsoi_kvFYuvIRpZLo1DUf5I&dib_tag=se&keywords=men%27s%2Bleather%2Bwallet%2BRFID%2Bblocking%2B6%2Bcard%2Bslots&nsdOptOutParam=true&qid=1772596465&sprefix=men%27s%2Bleather%2Bwallet%2Brfid%2Bblocking%2B6%2Bcard%2Bslots%2Caps%2C215&sr=8-5&th=1. Navigated from a simple product page header to a much richer product detail experience. The page title expanded dramatically and new content sections were added or reorganized, including a prominent About this item, Product description/information, and a comprehensive Reviews area with country-specific views and image galleries. Significant content changes include a redesigned navigation within the product, replacement of the old sort-by panel with a hierarchical content layout (Product description, From the Brand, Top reviews, etc.), and added features like Frequently bought together, a brand carousel, and a detailed comparison table. There are also visible additions such as a Join Prime call-to-action, warranty details, and an expanded set of user reviews (with images, verified purchases, and multiple country perspectives)."
}Product name: Top Grain Leather Wallet for Men | RFID Blocking | Extra Capacity Bifold Wallet with 2 ID Windows | Ultra Strong Stitching | Slim Billfold with 8 Card Slots | Gift for Him Price: $34.99 Card Slots: 8 RFID Blocking: Yes Delivery: FREE delivery with Amazon Prime
Check passed! The page includes statements about free delivery/free shipping: "FREE delivery Sunday, March 8 on orders shipped by Amazon over $35" and "Get Fast, Free Shipping with Amazon Prime" indicating that FREE delivery is available under certain conditions.
Driver python-1772596423 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772596423 Token usage statistics: - Total: 225866 tokens (222927 input, 2939 output) - Cached: 0 tokens (0 input, 0 output)






Chrome driver started successfully (driver_id: python-1772656874) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. The page now displays a full Amazon homepage accessibility tree with named branding and rich navigation. The previous blank root was replaced by a labeled RootWebArea and a complete, keyboard-navigable structure including a shortcuts menu, a primary banner with search and account controls, a large featured content carousel, and numerous content regions with headings. Key visible changes include: a Skip to Main Content and a Keyboard Shortcuts section for quick navigation; a comprehensive search experience with a department combobox and search box; language/country selectors and account/cart links; an All Categories menu populated with many category items; and multiple content sections (Featured carousel, neutrals, deals, best sellers in various departments, and restock/spring themes) each with headings and image-led lists. The footer area is expanded with standard Amazon footer groups like Get to Know Us, Make Money with Us, Help, and policy links."
}{
"explanation": "**Executing search for experiment kits**\n\nI need to search for \"children science experiment kit ages 8-13.\" First, I'll identify the search box element, which is given by id=\"133\" in the ARIA structure. So, I’ll need to use the TypeTool to enter the text into the search box. Once I do that, I can either press the Go button with id=\"140\" or hit the Enter key. I'll go with the sequence of typing and then pressing Enter to proceed. Let's get this done!",
"performed_steps": [
{
"name": "search for \"children science experiment kit ages 8-13\" in the search box",
"tools": [
"TypeTool(id='133', text='children science experiment kit ages 8-13')"
]
}
],
"changes": "URL did not change. The search experience was enhanced: the search box now auto-focuses and is linked to an autocomplete results container, with an added child element that shows the current suggestion text. A new suggestion dialog appears containing two rows of clickable suggestions (each with a button) and a polite live region status describing the added text content. Additionally, there are content and interaction tweaks: one link’s visible label was updated ($3 & under flash deals), and the Next slide control is now disabled. The diff also standardizes line breaks in many link items by replacing LineBreak nodes with an inline text box placeholder, affecting how multiline breaks render in lists."
}{
"explanation": "",
"performed_steps": [
{
"name": "press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=children+science+experiment+kit+ages+8-13&crid=2NQIY4GQG3HAT&sprefix=children+science+experiment+kit+ages+8-13%2Caps%2C216&ref=nb_sb_noss_1. The user landed on a long, expanded Amazon search results page for “children science experiment kit ages 8-13,” with the UI converting from a simple header to a full, filterable results view. The diff introduces a dedicated sort control and a large set of refined, grouped filters (Free Shipping, Delivery Day, Customer Reviews, Age Range) plus price filters with sliders, and a “Deals & Discounts” or “Theme” section for narrowing results. The product list itself is massively populated with many new items under a new “More results” section, replacing the previous compact or carousel-style content. Additionally, the layout adds navigational aids like “Need help?” with quick links, a skip-to-results link, and a prominent overall reorganization of content into groups and lists (Premium Brands, Brands, and Seller subsections). Small structural tweaks include replacing several carousel-like bodies with simple, line-based content and several added LineBreak adjustments for clearer text breaks. A new bottom RootWebArea block and a minimal placeholder dialog appear, signaling a broader page-level accessibility and focus management update."
}{
"explanation": "**Filtering customer reviews**\n\nI need to filter the results to show only products with 4 stars and up. There's a \"Customer Reviews\" section in the ARIA tree, where I can click on the \"& Up 4 Stars\" link. This link has id 3880, and it contains the \"& Up\" text along with a child id for \"4 Stars.\" I'll interact with this element by calling the ClickTool function using id 3880, as it should apply the filter. Let's proceed with that!",
"performed_steps": [
{
"name": "filter results by 4 stars and up customer reviews",
"tools": [
"ClickTool(id='3880')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=children+science+experiment+kit+ages+8-13&rh=p_72%3A1248963011&dc&crid=2NQIY4GQG3HAT&qid=1772656923&rnid=1248961011&sprefix=children+science+experiment+kit+ages+8-13%2Caps%2C216&ref=sr_nr_p_72_1&ds=v1%3Aql%2Bh2pLSV4lco3q640eY7hKMt731TCRknP9PhmEym%2Bk. The user was still on the same Amazon search results page, but the page header now shows a more descriptive title (Amazon.com: Children Science Experiment Kit Ages 8-13 with a 4 Stars & Up label) and the results count text was updated from \"1-48 of 772 results\" to \"1-48 of over 1,000 results\" for the same query. On the results, many product entries were subtly restructured (Add to cart actions are now wrapped in an extra container, and line break handling switched to use inline text markers in several places). Several price and offer details were adjusted across items (some prices changed, deals/ratings text updated, and hidden offers shown). The Filters/Navigation area gained new filter labels (e.g., Astronomy, Biology, Snap Circuits, Blue Marble, Thames & Kosmos, Learning Resources) and a new personalized complement section was added encouraging sign-in and showing “See personalized recommendations.”"
}['UNGLINGA 150 Experiments Science Kits for Kids, S.T.E.M Educational Project Toys for Boys Girls Birthday Gifts Ideas, Volcano, Chemistry Lab Tools Scientist Set — $28.99 — 4.7 out of 5 stars, rating details', 'Doctor Jupiter Ultimate Science Kit, Chemistry Set for Kids Ages 8-9-10-11-12-13-14 | Birthday Gift Ideas for Boys & Girls 8+ Years Old | STEM Toy with 135+ Experiments | Learning & Educational Kits — $24.99Typical: $29.99 — 4.6 out of 5 stars, rating details', 'NATIONAL GEOGRAPHIC Science Magic Kit – Science Kit for Kids with 100+ Unique Experiments and Magic Tricks, Chemistry Set and STEM Project, A Great Gift for Boys and Girls (Amazon Exclusive) — $31.99 — 4.7 out of 5 stars, rating details', 'National Geographic Mega Science Lab - Kit for Kids with 75 Easy Experiments, Featuring Earth Science, Chemistry Set, and Magic STEM Projects for Boys and Girls (Amazon Exclusive) — $73.78 — 4.7 out of 5 stars, rating details', 'Blue Marble National Geographic Stunning Chemistry Set - Mega Science Kit with 45 Easy Experiments- Make a Volcano and Launch a Rocket, STEM Projects for Kids Ages 8-12, Science Toys — $34.99 — 4.7 out of 5 stars, rating details']
Driver python-1772656874 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772656874 Token usage statistics: - Total: 128366 tokens (126236 input, 2130 output) - Cached: 0 tokens (0 input, 0 output)







Chrome driver started successfully (driver_id: python-1772657058) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to a URL**\n\nI’m set to navigate to the specified URL using the NavigateToUrlTool with the link to Amazon. It’s really straightforward—just open the URL and confirm the action. I don't have to think too much about elements to interact with here since it's a simple navigation task. I’m ready to perform the tool call, and afterwards, I’ll respond with a confirmation. This should be smooth!",
"performed_steps": [
{
"name": "navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. Navigation has shifted from a minimal root area to the full Amazon homepage structure with a rich, keyboard-accessible UI. The after diff adds a named, focused RootWebArea and introduces a comprehensive header, navigation, and main content area, plus an extensive footer region. Key content changes include a visible shortcuts/navigation panel (Skip to, Keyboard shortcuts), a primary banner with brand links, search box and language/account controls, and an All Categories menu. The main content expands into multiple carousels and categorized sections (Best Sellers in Computers & Accessories, Kitchen & Dining, Books, Clothing, Home & Kitchen, Beauty, etc.), each containing many item thumbnails, images, and interactive links or buttons. The footer grows into a multi-section accessibility-friendly footer (help topics, company info, language/country selectors) and a “More on Amazon” navigation cluster."
}{
"explanation": "**Searching for bedspread**\n\nI need to search for \"queen size floral bedspread.\" First, I'll interact with the search box element that has the ID \"133.\" I'll use the TypeTool to input the text directly into that search box, followed by potentially pressing Enter. The step clearly indicates that I should search using the phrase provided. I’ll do this in two sequential actions: first typing the text, then using PressKeyTool to press Enter. Let’s get started!",
"performed_steps": [
{
"name": "search for \"queen size floral bedspread\" in the search box",
"tools": [
"TypeTool(id='133', text='queen size floral bedspread')"
]
}
],
"changes": "URL did not change. A user action expanded the search autocomplete and opened a suggestions dialog. The search box now appears focused and connected to an autocomplete results container, and it pre-fills with the text “queen size floral bedspread” inside the control. A new suggestions dialog appears with a grid of 10 button options for bedspread variants and a polite status line indicating the additions. Several list/link items in the surrounding content were updated (e.g., “Easter deals” renamed to “$3 & under flash deals”) and a navigation control was disabled (Next slide button became disabled). Additionally, several line break elements were replaced with an InlineTextBox inside an empty LineBreak to normalize line handling for accessibility."
}{
"explanation": "**Simulating Enter key press**\n\nI’m gearing up to perform the action of pressing Enter to submit a search. I need to identify the right element in the ARIA tree, particularly focusing on the search box with its id and search input inside it. It makes sense that I’d need to use the PressKeyTool to simulate the Enter key. The instruction is clear: I'll just go ahead and simulate pressing Enter to submit the search. Let's get this done!",
"performed_steps": [
{
"name": "press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=queen+size+floral+bedspread&crid=2CXF6I85RS7UH&sprefix=queen+size+floral+bedspread%2Caps%2C185&ref=nb_sb_noss_1. The interface moved from a generic Amazon homepage state to a focused search results page for “queen size floral bedspread.” The page now presents a long list of product entries with detailed color options, pricing, ratings, and Add to cart actions, replacing the previous broad category/nav content. Key content changes include a visible sort-by control, a large grid/list of product items with color swatches and price links, and an extensive set of refinement filters (Color, Size, Pattern, Brand, Material, etc.) plus a pagination/navigation area and help section. A few accessibility scaffolds were added (dialogs and a summary group for refinements) and the end includes an extra minimal root region, likely for structural completeness."
}{
"explanation": "",
"performed_steps": [
{
"name": "click on the first queen size floral bedspread product in the search results",
"tools": [
"ClickTool(id='423')"
]
}
],
"changes": "URL changed to https://www.amazon.com/Travan-Bedspread-Lightweight-Oversized-Exquisite/dp/B0BNNG9FC4/ref=sr_1_5?crid=2CXF6I85RS7UH&dib=eyJ2IjoiMSJ9.HY-Aj20w6QYkeqGCNlk1EX9-RMWUI2qulsc4And11Luf3FTcCeLbxWaE43iwQWitZyW-hk4hIOG_1B03HC079R7C7Ah_6qIMpsDBLcXlUTZjLQEyfpEWP6BtSFQFH0sqsXbywZjdbl-U8APMo8Phd6xObEJSnRCGFrzWkhCDoFWIG50EjVR5OXHOLF9op5_Dsv_jf8qZSm5F8SdGgFigMFnHRLxUCQnw_vkXP60_ySDPka4bXFa-bBo6Fn1YRJ3Q3vuoviNG99cuzleTcqGUZMzJ0yLtBIkqHwPtzLoiZ8A.fXigpx1chazeXwYK3fKak0-SSK4WWtLoiY5_c4QE5eA&dib_tag=se&keywords=queen%2Bsize%2Bfloral%2Bbedspread&qid=1772657108&sprefix=queen%2Bsize%2Bfloral%2Bbedspread%2Caps%2C185&sr=8-5&th=1. Navigated from a generic search results view to a specific product page for the Travan quilt set. The page was expanded with a fuller product detail experience including a new product header, a dedicated “About this item” section, a “Product information” table, and a new “Product Videos” region, plus extensive review content. Alongside these additions, the UI now proposes more structured buying options (Buying Options, Add to cart, Buy Now), a sustainability/features block, and a sizable set of brand/shop navigation elements (Amazon Home, Shop by Room/Style). Several prior condensed or placeholder content blocks were replaced with richer sections such as top reviews, user photos carousel, and a detailed price/availability matrix, shifting the page toward a complete, interactive PDP experience."
}['Travan 3-Piece Quilt Set Quilted Bedspread Lightweight Coverlet Set Garden Style Floral Printed Oversized Quilted Bedding Set with Shams for All Season, Exquisite, Queen Size', 'A-brown', 'A-geometric Floral', 'B-flower', 'B-misty Blue', 'B-purple', 'Blue Isle', 'Blue Patchwork\u200b\u200b', 'C-flower', 'D-blueocean', 'D-flower', 'D-grey', 'D-slate Blue', 'Dream Garden-champagne', 'Dream Garden-purple', 'E-gold', 'F-blue', 'J-red', 'N-orange Red', 'O-black Stripe', 'Qs-blue Flower Sea', 'Qs-exquisite', 'Qs-flower Sea', 'Qs-yellow Flower', 'Rainbow Blue', 'X2-beige Rose', 'X2-blue Floral', 'X2-blue Rose', 'X2-brown', 'X2-cyan Blue', 'X2-gorgeous Floral', 'X2-green Vine', 'X2-grey Rose', 'X2-violet', 'X2-white Vine', 'Queen size availability: Available']
Check passed! The accessibility tree shows multiple color options including names containing blue variants, such as D-blueocean and Qs-blue Flower, indicating blue color options are available.
Driver python-1772657058 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772657058 Token usage statistics: - Total: 182796 tokens (180015 input, 2781 output) - Cached: 0 tokens (0 input, 0 output)








Chrome driver started successfully (driver_id: python-1772657268) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to get to a specific URL using the NavigateToUrlTool. The plan is straightforward: I’ll just provide the URL directly. There’s no need to use parallel processing here; a simple tool call will do the trick. Once I execute this, I’ll respond with a confirmation to let everyone know it worked. Keeping it brief at the end is essential, so let’s get started!",
"performed_steps": [
{
"name": "navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. The page was expanded from a generic root into a full, branded homepage structure with extensive navigational and content regions. The top area now exposes a Shortcuts menu and Keyboard shortcuts, plus a primary header with brand, location, language/account controls, and a comprehensive search with a large department dropdown. The main content area was richly structured into a carousel of featured content and numerous content regions (Best Sellers across categories, Spring fashion, Shopbop arrivals, grocery/home, books, clothing, etc.), each with multiple interactive items (links, images, and a few controls). A complementary section and a footer-like informational nav were added, including standard utility links (Conditions of Use, Privacy Notice) and language/country selectors. Overall, the accessibility tree now presents a fully laid-out, interactive homepage with explicit labels for many key interactions."
}{
"explanation": "**Executing search process**\n\nI need to search for a specific text, starting with locating the input element with ID 133, which is labeled \"Search Amazon.\" It has a focusable search box, where I'm simulating typing the text \"bird feeder small birds anti squirrel.\" After entering the text, the next step requires either pressing Enter or clicking the \"Go\" button, which is identified by ID 140. So, it looks like I need to use the TypeTool on ID 133 first, followed by the ClickTool. **Planning action sequence**\n\nI need to use the ClickTool to click the \"Go\" button, which has the ID 140. My plan is to execute the actions sequentially: first, I'll use the TypeTool to input my text into the search box, then I'll follow up with the ClickTool to activate the button. While I wonder if it might be possible to run these actions in parallel, it doesn't seem necessary for this task. So, I'll stick to the sequential approach.",
"performed_steps": [
{
"name": "search for \"bird feeder small birds anti squirrel\" in the search box",
"tools": [
"TypeTool(id='133', text='bird feeder small birds anti squirrel')"
]
}
],
"changes": "URL did not change. A search suggestions interaction was enhanced and a new suggestions panel appears during typing. The searchbox now has focus state and is linked to an autocomplete results container, and a prefilled suggestion string appears inside the searchbox. A new non-modal dialog shows a grid of five clickable suggestions derived from the search term. Additionally, several content items were updated: the \"Next slide\" button is now disabled, and a set of link items across the lists have had line breaks replaced with explicit inline text boxes to improve rendering of wrapped text. Some link labels were updated (for example, “Easter deals for all Up to 30% off 4+ star picks” became “$3 & under flash deals”)."
}{
"explanation": "",
"performed_steps": [
{
"name": "press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=bird+feeder+small+birds+anti+squirrel&crid=1VXIWGB20LAQL&sprefix=bird+feeder+small+birds+anti+squirrel%2Caps%2C197&ref=nb_sb_noss_1. Navigation remains on the Amazon search results surface, but the after-state adds a much richer results page for \"bird feeder small birds anti squirrel.\" The page gains a detailed, itemized results list with many new product entries and a prominent “More results” heading, replacing the prior simple banner/carousel. A comprehensive filtering/refinement rail is introduced, with grouped categories like Price, Material, Color, Species, Feeder Type, Uses, Included Components, Seed Capacity, and more, each containing multiple interactive filter items. Other notable changes include an added Filters shortcut and a dedicated help/assistance area, plus a new non-modal dialog element and a separate hidden placeholder RootWebArea for the page structure. Line-break handling in several labels was normalized, and several previously present carousels or groupings were replaced by explicit content blocks or expanded lists of search results. Overall, the UI shifts toward a dense, filterable results grid with many new interactive controls for faceted searching."
}['LCSEVEN Bird Feeders for Outdoors Squirrel Proof with Weight-Activated Perches, Hanging Bird Feeder for Outside, Metal Feeder for Wild Cardinal, Finch, Blue Jay, Chickadee, 3LB Seed Capacity, Green - $23.69', 'Squirrel Proof Bird Feeder,Metal Mesh Bird Feeders for Outdoors Hanging,Gravity Protection Squirrel Proof Wild Bird Feeders with Finch Cardinal Chickadee, 3LB Large Capacity, Green - $31.29', 'Squirrel Proof Bird Feeders Metal Mesh Anti Squirrels Wild Bird Feeders for Outdoors Hanging Weight Activated Waterproof for Finch Cardinal and Chickadee Easy to Fill, Decor Backyard (Green) - $19.99']
{
"explanation": "**Getting ready to click the product**\n\nI need to click on the first product, \"LCSEVEN Bird Feeders for Outdoors Squirrel Proof.\" Looking through the ARIA tree, I see multiple entries, but the first relevant one is under listitem id 425, which has heading id 451. The link I want to target is at id 450. So, I’ll use the ClickTool on that element. I’m ready to perform the tool call and click on it!",
"performed_steps": [
{
"name": "click on the first product \"LCSEVEN Bird Feeders for Outdoors Squirrel Proof\"",
"tools": [
"ClickTool(id='450')"
]
}
],
"changes": "URL changed to https://www.amazon.com/LCSEVEN-Outdoors-Squirrel-Weight-Activated-Chickadee/dp/B0DSTVYFBX/ref=sr_1_5?crid=1VXIWGB20LAQL&dib=eyJ2IjoiMSJ9.XDaLD6D4B9mj6mPj5TH2z2Txj8P_OTJg-mTjunMjhvH74H0dxkYMibMF6h4LajQ9PztMMl90vAqbJuNpWALQZYgW6YXFtLTp7C1OoNnAeDjj_yciJy3m0UtlezlJ91EDPSOTG5eNLWNZWNfs24YMvQlYsr8L295tQSCqvkllIy3sDXDpxYHGlUygKCKz1tNEPv8hlDnoNDtLZEm7ZLqwgePr9gWgLtKfIvdnVdwA1rOkIqp8ZqJQA0GtRhALfRcWEC7FhRJqxkmHRjTezwcGWjrVO5NAbtl1WbuQQeEmWgc.gpleaMwvODCyP8LHeWggidLgquOuSiPGq_Q5l8Rq9yE&dib_tag=se&keywords=bird%2Bfeeder%2Bsmall%2Bbirds%2Banti%2Bsquirrel&qid=1772657320&sprefix=bird%2Bfeeder%2Bsmall%2Bbirds%2Banti%2Bsquirrel%2Caps%2C197&sr=8-5&th=1. A product-page transition occurred: the view moved from a generic search results area into a detailed product detail page for a specific item (LCSEVEN Bird Feeders). Key visible changes include a expanded, richly structured product detail layout: the long product title, a new product navigation set (including sections like About this item, Product information, and Customer reviews), a video region with playback controls, and a comprehensive product information table with specs and attributes. The previous search-result chrome (sorting, multiple result items) was replaced by a focused page featuring price options, quantity selector, add-to-cart/buy controls, and an extensive reviews area with top reviews, translated/review summaries, and image gallery."
}['LCSEVEN Bird Feeders for Outdoors Squirrel Proof with Weight-Activated Perches, Hanging Bird Feeder for Outside, Metal Feeder for Wild Cardinal, Finch, Blue Jay, Chickadee, 3LB Seed Capacity, Green', '$23.69', 'Get Fast, Free Shipping with Amazon Prime', 'Weight-Activated Squirrel-Proof: When a squirrel climbs on the feeder, its weight triggers the closure of feeding ports, ensuring only birds can access the seeds. - Four large U-shaped perches provide space for both small and large birds. - Outer cage is powder-coated metal for rust-proof durability and helps deter squirrels from chewing through; features a clear plastic seed tube to monitor seed levels. - Easy to fill with a wide opening and user-friendly lid.']
Check passed! The page shows free shipping or free delivery options, for example: “Get Fast, Free Shipping with Amazon Prime” and “FREE delivery Monday, March 9 on orders shipped by Amazon over $35.”
Driver python-1772657268 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772657268 Token usage statistics: - Total: 190964 tokens (187849 input, 3115 output) - Cached: 0 tokens (0 input, 0 output)







Chrome driver started successfully (driver_id: python-1773457990) Model: azure_openai/gpt-5-nano
{
"explanation": "**Planning navigation action**\n\nI'm thinking about how to navigate to a specific URL. I need to use the NavigateToUrlTool with the provided URL. First, I'll give a brief reasoning for this action before making the tool call. It seems straightforward since I only need to use a single tool. After I've completed that, I'll respond to confirm that I've navigated successfully. So, let's proceed with this!",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. A user action/pages navigation brought up the full Amazon homepage instead of a bare shell, expanding the accessible tree from a simple root to a richly structured page. The after-state now includes a comprehensive header with shortcuts, a primary navigation/banner, a large interactive search with a dropdown of departments, language and account controls, and an extensive main area of carousels, category menus, and multiple “Best Sellers” and theme sections. Key content changes cluster into: a shortcuts and keyboard help section; a large banner/navigation region with language, account, and language/country selectors; an all-URL expanded category menu (All Categories plus dozens of department options); a feature carousel and numerous content sections (elevated jewelry, beauty, clothing, home, groceries, computers, books, etc.) with image-driven items and “Shop” actions; and a footer-like complement with policy links and language/country toggles. Note there are a few stray RootWebArea nodes at the end, which appear to be extraneous noise in the diff."
}{
"explanation": "**Searching for travel guide**\n\nI need to search for \"Japan travel guide book 2024.\" First, I’ll identify the search box with id 133 and the Go button with id 140. Then, I’ll use the TypeTool to input the search text into that box. After typing it in, I’ll use the PressKeyTool to simulate pressing the Enter key. It looks like I need to perform these actions sequentially: type the text first and then press Enter. Let’s get started!",
"performed_steps": [
{
"name": "Search for \"Japan travel guide book 2024\" in the search bar and press Enter",
"tools": [
"TypeTool(id='133', text='Japan travel guide book 2024')"
]
}
],
"changes": "URL did not change. A focused search flow was introduced for the Amazon search box and an autocomplete results panel now presents itself. The search box is now marked as focused and linked to a dedicated results container, and a sample query text is exposed inside the control. Additionally, a non-modal dialog containing six travel-book suggestions with Play and Unmute actions was added, plus a lightweight video region with play/unmute controls inside a page item. Across many list items, line breaks were replaced with an empty-named LineBreak wrapping an InlineTextBox to represent newlines in a more explicit, keyboard-accessible way."
}{
"explanation": "",
"performed_steps": [
{
"name": "Press Enter to search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=Japan+travel+guide+book+2024&crid=2BN9PAOU9DH9&sprefix=japan+travel+guide+book+2024%2Caps%2C204&ref=nb_sb_noss_1. Navigated from the generic Amazon page to a focused travel book results page for Japan. The page title was updated to reflect a Japan travel guide focus, and the UI now presents a travel-book-centric layout rather than the previous broad product grid. Key visible changes include a new shortcuts area with a Filters link in Skip to, and a reworked results section that adds large grouped panels such as Popular Shopping Ideas, Travel Book Series, Book Format, New Releases, Book Language, and multiple filter groups (Delivery Day, Customer Reviews, Kindle Unlimited, Author, etc.). The previous carousel-like hero content and product-grid rows have been replaced with structured lists of travel guides (each item showing title, author, format, price, and add-to-cart actions), plus several new helper blocks like Need help? and Skip to main search results. A small, generic dialog placeholder was also added near the navigation."
}['Lonely Planet Japan: Detailed Itineraries | Travel Like a Local | Insider Tips | Covers Tokyo, Mt Fuji & around Tokyo, the Japan Alps, Kyoto, Okinawa and more (Travel Guide) — Lonely Planet — 2024 — 789 ratings', 'Japan Travel Guide With Insider Tips From a Local Tour Guide: Discover Tokyo, Kyoto & More! Unlock Japan’s Beauty With Cultural Insights & Language Essentials | With a Detailed Digital Map — Ayame Kureha — 2025 — 164 ratings', "Frommer's Japan (Complete Guide) — David McElhinney — 2025 — 10 ratings", "Japan Travel Guide: Things I Wish I'D Known Before Going to Japan (2026) — Yuki Fukuyama Ken Fukuyama — 2026 — 679 ratings", 'Japan Travel Guide: Explore Tokyo, Kyoto, Osaka & Beyond with Expert Itineraries, Cultural Tips, Hidden Gems, Local Experiences, Food Highlights, and Practical Advice for an Unforgettable Journey — Kai Roen — 2025 — 20 ratings', 'Japan Travel Guide 2026: Tokyo, Kyoto, Osaka & Beyond with Expert Itineraries — Hana Morgan — 2025 — 64 ratings', 'Lonely Planet Planning Map: Lonely Planet Japan Planning Map — Lonely Planet — 2024 — 273 ratings', 'DK Japan: Must-See Sights. Culture & History. Detailed Maps & Tours. Covers Tokyo, Kyoto, Hokkaido, Okinawa, & more (Travel Guide) — DK Travel — 2025 — 39 ratings', 'Japan Travel Guide for First-Time Travelers: 25+ Smart Itineraries, Cultural Tips & Key Phrases to Travel with Confidence — Without Getting Roasted in Japan — Explore ToWin — 2025 — 14 ratings']
{
"explanation": "",
"performed_steps": [
{
"name": "Click on the \"Lonely Planet Japan\" travel guide book from 2024 with 789 ratings",
"tools": [
"ClickTool(id='408')"
]
}
],
"changes": "URL changed to https://www.amazon.com/Lonely-Planet-Japan-Travel-Guide/dp/1838693726/ref=sr_1_2?crid=2BN9PAOU9DH9&dib=eyJ2IjoiMSJ9.3vD9oHD1Mmz1S8JBrsVmeCeH_kFv3nct2wGUGRNALccuVh-qClWKa94w4NibsIAyIr3WWvWRW7j94Pjod6OV_SKkVxuDyzf8xCPwDFqR92BQnLOAPPxYDD-lO2C1BWRoYes9vsHcvkbKmkhy3YRkeYxXtFjA7ailD2zFdMjOtagUzefGm4TnFPvmj86ny7RtPdkEUQp0pALrDBOamc4_wy0cCb-UE1aNABsp6DG8K50.Eg0W6zihc5DKTPFhsukB9Zc4lSKrSXIpC1X0xeW80wk&dib_tag=se&keywords=Japan+travel+guide+book+2024&qid=1773458042&sprefix=japan+travel+guide+book+2024%2Caps%2C204&sr=8-2. The diff shows a shift from a generic search results page for a \"Japan travel guide book 2024\" on Amazon to a full, detailed product page for Lonely Planet Japan with expanded content. The after-state adds a complete product-detail layout: a main content region with a book title, formats, price options, reviews, author and brand information, and a rich set of carousels for related items, similar items, and “From the brand/publisher” sections. Key user-visible updates include a new navigation structure (categories like Books, Travel, Japan, etc.), a dedicated product detail area with “Product details,” “Customers also bought/read,” and extensive reviews populated with user quotes and ratings, plus media elements like images, videos, and a read-more option. A Kindle product area also appears in the Kindle section, and there is an added Kindle/Kindle Unlimited emphasis at the bottom."
}['Lonely Planet Japan: Detailed Itineraries | Travel Like a Local | Insider Tips | Covers Tokyo, Mt Fuji & around Tokyo, the Japan Alps, Kyoto, Okinawa and more (Travel Guide)', 'Lonely Planet', 'April 2, 2024', 789, '4.3 out of 5 stars']
Driver python-1773457990 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1773457990 Token usage statistics: - Total: 147241 tokens (143571 input, 3670 output) - Cached: 0 tokens (0 input, 0 output)





















Chrome driver started successfully (driver_id: python-1773937579) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.amazon.com/",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/')"
]
}
],
"changes": "URL changed to https://www.amazon.com/. You navigated from a plain, minimal root to a full Amazon homepage-style accessibility tree. The after-state introduces a complete header and navigation, a featured carousel, and extensive content regions rather than an empty focusable root. Key user-visible changes include a Skip to menu and a keyboard shortcuts list for quick navigation, a primary banner with a large search experience (including a dropdown of departments and a search box), language/account controls, and a comprehensive category/navigation panel. The main content expands into multiple sections: a Featured content carousel, multiple “Best Sellers” and category grids with image thumbnails, and a long footer with company, help, and partner links, plus a complementary note about recently viewed items."
}{
"explanation": "",
"performed_steps": [
{
"name": "Search for \"women's yoga mat purple 5mm\" in the Amazon search box and press Enter",
"tools": [
"TypeTool(id='141', text='women's yoga mat purple 5mm')"
]
}
],
"changes": "URL did not change. Navigated from the simple search box to an enhanced autocomplete experience. The search control now shows a focused state and is connected to an autocomplete results container, plus an inline suggestion field displaying current input (women's yoga mat purple 5mm) and a dedicated dialog with ten typed suggestions. In the content area, the previous inline link was expanded into a richer media region: a new interactive video area appears with a dedicated link and a Video region containing Play and Unmute controls, plus a set of corresponding buttons. A new contextual link appears (Easter gifts for adults Our Top 100+ basket stuffers) replacing a prior simple image link, indicating expanded navigation and richer interactive elements in the listing region."
}{
"explanation": "**Submitting search query**\n\nI need to submit the search by pressing Enter. First, I'll find the search input that focuses on the term \"women's yoga mat purple 5mm.\" The search input has an ID, and it seems simple enough to send the Enter key using the required tool. While sometimes I may need to ensure the search field is focused, the instructions just say to press Enter. Alright, let's go ahead and do that!",
"performed_steps": [
{
"name": "Press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=women%27s+yoga+mat+purple+5mm&crid=2M05FDVLN3J9M&sprefix=women%27s+yoga+mat+purple+5mm%2Caps%2C175&ref=nb_sb_noss_1. The interface shifted from a simpler header/banner view to a full product search results layout. The after-state introduces a large product grid with a Sort by control, a price range/filter panel, and a dense list of individual product items showing colors, prices, ratings, and “Add to cart” actions. Key content changes include: a new refinements sidebar with groups like Free Shipping, Delivery Day, Customer Reviews, Color, Price, Deals, Condition, Brands, Seller, and Sustainability; an explicit “Results” heading and a More results section; and navigational aids such as a “Skip to main search results” link and a pagination area. Additionally, a modal/dialog placeholder was added, and an extra empty RootWebArea block appears at the end, indicating UI scaffolding for dynamic content or accessibility overlays."
}{
"explanation": "**Interacting with review filters**\n\nI need to perform the step of clicking on \"4 Stars & Up\" in the Customer Reviews filter. First, I must identify the relevant element in the ARIA tree, specifically under the \"Customer Reviews\" group. It looks like the element with id 6151 will work since it has the text \"& Up\" along with \"4 Stars\". I should click on it using functions.ClickTool on that id. So, let's go ahead and perform the click! **Simplifying my approach**\n\nI don't need to use a parallel method here. Instead, I should keep my reasoning brief and straightforward. By focusing on clear, concise thoughts, I can efficiently arrive at the next step. After that, I'll just make the necessary tool call directly. Keeping things simple and methodical will help ensure I stay on track and get things done properly! Let’s proceed with this streamlined approach.",
"performed_steps": [
{
"name": "Click on \"4 Stars & Up\" in the Customer Reviews filter section on the left sidebar",
"tools": [
"ClickTool(id='6151')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=women%27s+yoga+mat+purple+5mm&rh=n%3A21514195011%2Cp_72%3A1248957011&dc&ds=v1%3A4qOyKA1ro58wrshtLkSYQLdvYkw5LwxKCXa8ticg5sc&crid=2M05FDVLN3J9M&qid=1773937631&rnid=1248955011&sprefix=women%27s+yoga+mat+purple+5mm%2Caps%2C175&ref=sr_nr_p_72_1. Navigation changed from a generic results list to a far larger and more feature-rich results view. The page now shows a much bigger set of products (and more detailed item blocks) rather than a short list, with expanded color/pattern options and price/rating details included for each item. Key content updates include: individual product entries now present color choices as inline groups, new price/rating lines, and “Add to cart” controls within each item; several listing blocks have been restructured to include more interactive elements (filters, rating details, shipping info). Pagination was adjusted by disabling certain page buttons and adding explicit disabled placeholders, and the Customer Reviews area gained additional filter-related labels and actions. Overall, the after diff increases content density and interactivity in the search results."
}{
"explanation": "**Setting price filters**\n\nI need to set a maximum price of $30 or choose the \"Under $25\" option on the webpage. From the ARIA tree, I see a Price group with sliders and a \"Go\" button identified as 154. There's a maximum price slider (id 6229) with a range of 0-77. To effectively set the price, I'll adjust this slider to a value of 30. The options include \"Up to $40\" and other ranges, but not \"Under $25.\" **Adjusting price settings**\n\nI've noticed there's an \"Up to $40\" link, which would filter for prices up to that amount, including those under $30. However, the task is to set a maximum price of $30 and click the \"Go\" button. I thought the \"Under $25\" option wasn’t visible, but it was mentioned in color filters. I’ll interact with the maximum price slider (id 6229) to set it to 30, then click the \"Go\" button, which I suspect might be separate in the Price group. **Finalizing price filter action**\n\nI need to click a \"Go\" button related to the price group, but I'm not sure about the exact ID. There's also the option to click \"Up to $40\" to filter for prices below that, which includes $30, but my goal is to set a maximum price of $30. So, I'll drag the maximum price slider (id 6229) to 30, then I'll look for a \"Go\" button. If I can’t find one, pressing Enter might work too! **Executing price filter actions**\n\nI’ll assume there’s a \"Go\" button in the same area, even though it isn’t clearly identified. As a backup, I could press the Enter key after focusing on the price control. It makes sense to first drag the slider to 30, but the \"Go\" button ID 154 might not be the right one since it’s for the search function. For the process, I’ll use the DragSliderTool on id 6229 to set the value to 30, then attempt to click the search \"Go\" button. I’ll execute these tasks in sequence. Let’s get started!",
"performed_steps": [
{
"name": "In the Price filter section on the left sidebar, set maximum price to $30 and click Go button, or click \"Under $25\" or find a way to filter price under $30",
"tools": [
"DragSliderTool(id='6229', value='30')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=women%27s+yoga+mat+purple+5mm&rh=n%3A21514195011%2Cp_72%3A1248957011&dc=&crid=2M05FDVLN3J9M&qid=1773937686&rnid=386589011&sprefix=women%27s+yoga+mat+purple+5mm%2Caps%2C175&ref=sr_nr_p_36_0_0&low-price=&high-price=44. You navigated from a narrow, single listing view into a much richer search results page. The after-state expands the product listing area dramatically, adding many new product items with color swatches, offers, and detailed pricing blocks, while trimming some of the earlier placeholder or duplicated entries. Key content changes include: the price filter UI is replaced with a compact range slider setup (0 to 30 minimum and 0 to 77 maximum, with the visible price text refocused to $14–$44 and a Reset/Clear option); the “Your recently viewed items and featured recommendations” area is enhanced to show a personalized sign-in prompt and quick links; and overall there are many more individual product blocks across color options and variants, indicating a broader, more granular results list."
}{
"explanation": "**Executing price filter actions**\n\nI need to find the maximum price input field to type 30 in it to filter results under that price. In the ARIA tree, I see a price filter slider ranging from 14 to 44, with a minimum of 0 and a maximum of 30. I should interact with the Maximum price slider using the DragSliderTool to set it to 30, then click the Go button, which I believe has the ID 154. Let's go ahead and do that! **Clicking the Go button**\n\nI see there's a Go button with ID 154 in the search container, and I need to click that. My plan is to drag the slider to 30 first, then click the Go button. I'll use the functions DragSliderTool to adjust the slider and ClickTool for the button. Since these actions are dependent on each other, I need to perform them sequentially instead of in parallel. Let's go ahead and proceed!",
"performed_steps": [
{
"name": "Find the maximum price input field and type 30 in it, then click the Go button to filter results under $30",
"tools": [
"DragSliderTool(id='6074', value='30')"
]
}
],
"changes": "URL did not change. No user-facing changes are indicated. Since the diff is empty, the accessibility tree remained exactly the same, with no added, removed, or modified elements or labels. If you intended to compare a specific state, please provide the diff details and I’ll summarize the changes."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to URL https://www.amazon.com/s?k=women+yoga+mat+purple+5mm&rh=p_72%3A1248957011%2Cp_36%3A-3000&ref=sr_nr_p_36_0",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/s?k=women+yoga+mat+purple+5mm&rh=p_72%3A1248957011%2Cp_36%3A-3000&ref=sr_nr_p_36_0')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=women+yoga+mat+purple+5mm&rh=p_72%3A1248957011%2Cp_36%3A-3000&ref=sr_nr_p_36_0. A search results/listing view was loaded and the page title was updated to be more generic. The header now shows “women yoga mat purple 5mm” (instead of the longer product-focused title) and the search box text was adjusted accordingly. The content blocks for individual items were largely redesigned: color options, prices, ratings, delivery estimates, and “Add to cart” controls were reworked across many listings, with numerous items renamed or replaced and new options like “See options” or extra color choices added. The More results section was replaced with a markedly different set of listings and counts, and the bottom area removed a large complementary section (“Your recently viewed items…”) while pagination was updated to show explicit page buttons (4 and 5) in addition to Next."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to URL https://www.amazon.com/s?k=women+yoga+mat+purple+5mm&rh=p_72%3A1248957011%2Cp_36%3A100-3000",
"tools": [
"NavigateToUrlTool(url='https://www.amazon.com/s?k=women+yoga+mat+purple+5mm&rh=p_72%3A1248957011%2Cp_36%3A100-3000')"
]
}
],
"changes": "URL changed to https://www.amazon.com/s?k=women+yoga+mat+purple+5mm&rh=p_72%3A1248957011%2Cp_36%3A100-3000. A new sign-in area and account prompts were introduced, and navigation appears to have moved deeper into a product listing flow. The header now includes a sign-in link and a “New customer? Start here” prompt, and the page shows an updated results header. Content-wise, the product list was heavily overhauled: many nested wrappers were simplified, and each item now includes direct interactive elements such as Add to cart buttons, color option links, rating and price details, and “See options” links. The results count changed from 223 to 224, and several new product entries with color swatches, exclusive Prime pricing, and expanded offer details were added, while some older structural blocks (LineBreak/InlineTextBox patterns) were cleaned up."
}['Fitvids Yoga Mat, 1/2-Inch Thick High Density Anti-Tear Exercise Yoga Mat with Carrying Strap, For Cushioning The Body Against Hard Floors, Taro Purple;$19.99;4.5 out of 5 stars;Purple', 'Blue', 'Deep Wine', 'Graphite', 'Green', 'Midnight', '+1 other colors/patterns', '(listed as "+1 other colors/patterns" in the source)']
['Fitvids Yoga Mat, 1/2-Inch Extra Thick High Density Exercise Mat with Carrying Strap|$19.99|4.5 out of 5 stars|1/2-Inch|Purple; Black; Green; Grey; Navy; Orange; +3 other colors/patterns', 'Gaiam Yoga Mat, Pilates & Exercise Mat, Thick 2/5" (10mm) Workout Mat with Easy-Cinch Carrying Strap|$24.40|4.6 out of 5 stars|10mm|Purple; Black; Green; Grey; Navy; Orange; +5 other colors/patterns', 'Fitvids All Purpose 1/4-Inch High Density Anti-Tear Exercise Yoga Mat with Carrying Strap, Multiple Colors|$16.99|4.4 out of 5 stars|1/4-Inch|Purple; Pink; Red; Black; Blue; Grey; +1 other color/pattern', 'Retrospec Solana Yoga Mat Thick 1/2in Non-Slip Workout Mat with Nylon Strap - 72x24in Exercise Mat for Pilates, Stretching & Fitness|$24.99|4.4 out of 5 stars|1/2-Inch|Violet Haze; Black; Blue Ridge; Boysenberry; Denim Blue; Graphite; +7 other colors/patterns', 'CAP Barbell 1/2-Inch High Density Exercise Yoga Mat with Strap|$26.72|4.7 out of 5 stars|1/2-Inch|Boysenberry; Black; Blue Ridge; Denim Blue; Graphite; Ocean Blue; +7 other colors/patterns', 'Gaiam Essentials 1/4" Thin (6mm) Yoga & Pilates, Fitness & Exercise Mat|$16.74|4.6 out of 5 stars|6mm|Purple; Black; Grey; Navy; Teal; Gold; +? other colors/patterns', 'Gaiam Yoga Mat - Premium 5mm Print Thick Non Slip Exercise & Fitness Mat (68"x24"x5mm)|$26.11|4.6 out of 5 stars|5mm|Multiple colors listed under color options including Purple; Yellow; Gray; etc|+12 other colors/patterns', 'Foldable Yoga Mat for Women, Non Slip Exercise Mat for Home Gym, 5mm Travel Yoga Mats with Stretch Strap|$23.90|4.6 out of 5 stars|5mm|Purple; Grey; Pink; Navy; etc; +12 other colors/patterns']
{
"explanation": "**Executing product action**\n\nI need to click on the product link for the \"Gaiam Yoga Mat - Premium 5mm Print Thick Non Slip Exercise & Fitness Mat for All Types of Yoga.\" I found it in the ARIA tree with the heading under id 1293. Since it's focusable, I can click that link element. So, I’ll go ahead and use the ClickTool function with id 1293 to proceed. Let’s make this happen!",
"performed_steps": [
{
"name": "Click on the \"Gaiam Yoga Mat - Premium 5mm Print Thick Non Slip Exercise & Fitness Mat\" product link",
"tools": [
"ClickTool(id='1293')"
]
}
],
"changes": "URL did not change. No user-facing changes are indicated. Since the diff is empty, the accessibility tree remained exactly the same, with no added, removed, or modified elements or labels. If you intended to compare a specific state, please provide the diff details and I’ll summarize the changes."
}{
"explanation": "**Identifying yoga mat element**\n\nI need to find the element for the \"Gaiam Yoga Mat 5mm\" product and click it. From the ARIA tree, I see multiple entries for Gaiam Yoga Mats. The one I'm looking for is \"Gaiam Yoga Mat - Premium 5mm Solid Thick\" with the id 3605. There are others as well, but this seems to be the correct one, so I’ll focus on the link with id 3629 that shows the price of $24.99. **Clicking product link**\n\nThe structure shows a link with id 3604 that has a heading (id 3605) for \"Gaiam Yoga Mat - Premium 5mm Solid Thick Non Slip Exercise & Fitness Mat.\" To access the product details, I need to click this link (id 3604) or the heading. I plan to perform a click action on the element with id 3604 using a tool call: functions.ClickTool with id 3604. After that, I’ll confirm the action. It's a straightforward plan!",
"performed_steps": [
{
"name": "Find and click on the Gaiam Yoga Mat 5mm product to open its detail page",
"tools": [
"ClickTool(id='3604')"
]
}
],
"changes": "URL changed to https://www.amazon.com/Gaiam-Black-Yoga-Mat-Mm/dp/B087F16GKW/ref=sr_1_40?dib=eyJ2IjoiMSJ9.kkW8iIkTtP0ovxpJg2TwU_SKpemVsfgEjiTfeSaXmHyVQPGpMXGl82OqPWtLlvQsS4oeJmCUOViZucq0dSFjsMWQIJ3hUExDzqN41e-jGvM-zbukpgXJjPeGjB-NiSa6fVlQpFQKqnWmTTFyZXWQ19M_QzsBFYv-73BH-kUm4Kf9UPSJf5FWkOjjrs17YNZtH0cfJBVjI7ESg7h-bABywOR2IIXmM9jHGdi7k1Uas21nuVm990CgveUjgq2q7EdbbDLcdvyepImZ2jmHfo7jNKTLZqwWcbjqkLZA9G1Zi9I.P7czCP_dsuPDJTSBirVlr6ka2ZJqFpZAhpcoyPB66rs&dib_tag=se&keywords=women%2Byoga%2Bmat%2Bpurple%2B5mm&qid=1773937878&refinements=p_72%3A1248957011%2Cp_36%3A100-3000&sr=8-40&th=1. The product page was opened and expanded with a much richer product-detail view for a Gaiam Yoga Mat instead of the previous generic listing. The long Amazon product title was replaced with a detailed item name and new sections were introduced, including About this item, Product information, Description, What's in the box, Top Brand, and Customer reviews. Key interactive elements and content groups were added or repurposed: a new navigation stack for jumping to Buy options, Product information, Reviews, and Similar; an enhanced reviews area with a carousel of customer images and country-specific sections; a new Buy/Sell UI with options like Add to cart (and a See more) replaced by more granular items such as Add to List and Buy Now, plus a Prime-related promo and shipping details. Overall, the page presents more detailed specs, auxiliary products, and a richer review Experience than before."
}['Gaiam Yoga Mat - Premium 5mm Solid Thick Non Slip Exercise & Fitness Mat for All Types of Yoga, Pilates & Floor Workouts (68" x 24" x 5mm)', '$24.99', '4.4 out of 5 stars', '5mm', 'Black', 'Chambray', 'Cool Mint', 'Deep Thistle', 'Dovetail', 'Folkstone Grey', 'High Tide', 'Light Blue', 'Lilac', 'New Lilac', 'Rosy Pink', 'Sagebrush', 'Sandstone', 'Sunburnt']
{
"explanation": "**Selecting lilac color option**\n\nI need to select the Lilac color option on the Amazon Gaiam Yoga Mat page. I see that there are 9 color options available, and the Lilac option has an id of 1436, priced at $29.15. There's also a \"New Lilac\" option with a different id. To proceed, I’ll interact with the radio button for Lilac, specifically the one with id 1436. I’ll use functions.ClickTool to execute a single click on it. No need for multi-tool use here!",
"performed_steps": [
{
"name": "Select the \"Lilac\" or most purple-looking color option for this yoga mat",
"tools": [
"ClickTool(id='1436')"
]
}
],
"changes": "URL changed to https://www.amazon.com/Gaiam-Black-Yoga-Mat-Mm/dp/B07H9WWP3V/ref=sr_1_40?dib=eyJ2IjoiMSJ9.kkW8iIkTtP0ovxpJg2TwU_SKpemVsfgEjiTfeSaXmHyVQPGpMXGl82OqPWtLlvQsS4oeJmCUOViZucq0dSFjsMWQIJ3hUExDzqN41e-jGvM-zbukpgXJjPeGjB-NiSa6fVlQpFQKqnWmTTFyZXWQ19M_QzsBFYv-73BH-kUm4Kf9UPSJf5FWkOjjrs17YNZtH0cfJBVjI7ESg7h-bABywOR2IIXmM9jHGdi7k1Uas21nuVm990CgveUjgq2q7EdbbDLcdvyepImZ2jmHfo7jNKTLZqwWcbjqkLZA9G1Zi9I.P7czCP_dsuPDJTSBirVlr6ka2ZJqFpZAhpcoyPB66rs&dib_tag=se&keywords=women%2Byoga%2Bmat%2Bpurple%2B5mm&qid=1773937878&refinements=p_72%3A1248957011%2Cp_36%3A100-3000&sr=8-40&th=1. A product detail view was loaded and content expanded significantly. Pricing, availability, and shipping messages were updated (e.g., price adjustments, new delivery estimates, and Prime shipping notes), and the seller/buyer information block was reorganized with clearer sections. Content density increased with new product attributes tables and comparison rows for the Essentials Yoga Mat family (images, options, and a large LayoutTable of specs). The page now includes a dedicated Product Videos area, a \"Review this product\" section with a write-review prompt, and a finalized set of customer-facing details such as color, dimensions, care instructions, and packaging."
}['Lilac', '$29.15', 9]
['Delivering to San Jose 95121', 'Update location', 'Get Fast, Free Shipping with Amazon Prime', 'Ships from Amazon', 'Sold by HOUSEHOLDGOODS LLC', 'Ships in product packaging', 'FREE Returns']
{
"explanation": "**Giving return instructions**\n\nI need to provide steps for navigating to the \"FREE Returns\" link or the \"Return Policy\" section on a simulated webpage. I see there's a button with the ID 884 labeled \"FREE Returns.\" So, the instructions should be to scroll down, locate that button, and click it. If it's not visible, I could suggest clicking \"See more\" to find returns information. I might also use the ScrollTool to ensure we get to that element first, then apply the ClickTool. **Executing tool calls**\n\nI’m planning to perform sequential tool calls for the task. First, I'll use the ScrollTool to scroll to the button with ID 884. After that, I’ll use the ClickTool to click on that same button. So the sequence would be first scrolling to the element and then clicking it. I'll make sure to execute these steps properly, keeping the sequence in mind to ensure everything works smoothly! Let's go ahead and do that.",
"performed_steps": [
{
"name": "Scroll down to find and click on the \"FREE Returns\" link or \"Return Policy\" section to see full return policy details",
"tools": [
"ScrollTool(id='884')"
]
}
],
"changes": "URL did not change. No user-facing changes are indicated. Since the diff is empty, the accessibility tree remained exactly the same, with no added, removed, or modified elements or labels. If you intended to compare a specific state, please provide the diff details and I’ll summarize the changes."
}{
"explanation": "**Identifying click element**\n\nI need to guide the user to click on the \"FREE Returns\" button. I've located it in the ARIA tree near ID 882, specifically at ID 884. It’s a button labeled \"FREE Returns.\" So, just to be clear, the element to click is the one with ID 884. I'll respond with a tool call to click this button. My reasoning is clear: identify the element first, then perform the click. Let's move forward with this!",
"performed_steps": [
{
"name": "Click on the \"FREE Returns\" button or link to see return policy details",
"tools": [
"ClickTool(id='884')"
]
}
],
"changes": "URL did not change. A primary action or navigation change replaced the long product-detail accessibility tree with a modal dialog. The complex Amazon product page structure is largely removed and replaced by a single dialog element that is not modal content, but marked modal=\"true\" on the wrapper in the diff. The important visible change is the new Return this item for free dialog, including a heading, a descriptive paragraph about free returns, a Learn more link, and a How to return the item? button inside the dialog. Outside of this, a Close button is added to a separate generic block, suggesting the user can dismiss the dialog. Overall, the detailed product information, reviews, and site-wide navigation were removed from the accessibility tree in favor of this modal-focused content."
}Return this item for free We offer easy, convenient returns with at least one free return option: no shipping charges. All returns must comply with our returns policy. Learn more about free returns. How to return the item?
{
"explanation": "**Closing the return policy dialog**\n\nI need to close the return policy dialog. There's a dialog with ID 1703, and inside it, a button with ID 1708 labeled \"Close\" is both focusable and currently focused. So, I’ll click that button using the ClickTool function. It’s straightforward since we only need to use one tool here. After that, I’ll confirm the action. Let’s go ahead and execute the click on button ID 1708!",
"performed_steps": [
{
"name": "Close the return policy dialog",
"tools": [
"ClickTool(id='1708')"
]
}
],
"changes": "URL did not change. The page now presents a richer, keyboard-accessible top section and a full product detail experience. A new shortcuts/navigation area appears at the top (Skip to, Keyboard shortcuts) along with an expanded banner that includes search, language, account, and category menus. The product area is substantially enhanced: a detailed product summary, price and add-to-cart actions, color/size options, reviews (including top reviews and country-specific views), specifications in a structured table, and a comprehensive “From the manufacturer” and “Product information” sections. A new complementary section for recently viewed items/recommendations and an extensive footer with multiple Amazon-branded links were added as well."
}['FREE delivery April 1 - 12 on orders shipped by Amazon over $35', 'Ships from Amazon; Sold by HOUSEHOLDGOODS LLC']
Driver python-1773937579 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1773937579 Token usage statistics: - Total: 626674 tokens (615694 input, 10980 output) - Cached: 1274 tokens (1006 input, 268 output)
















Chrome driver started successfully (driver_id: python-1772262470) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/shop/buy-mac/macbook-air",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/buy-mac/macbook-air')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/buy-mac/macbook-air. You navigated from a generic start to a dedicated product detail page for Buy MacBook Air. The after-state paints a full Apple Store layout: a Global navigation with product category menus, a breadcrumb-like Breadcrumbs trail, and a large main area presenting the MacBook Air with a detailed gallery, pricing, and multiple interactive options. Key content changes include a complete set of product customize sections: color, M4 chip options, memory, storage, and pricing/financing choices; a gallery with tabs and Prev/Next controls; and additions like trade-in, AppleCare, and various “Shop and Learn” and account links. The footer/contentinfo area also expands with extensive footnotes, legal links, and country information, replacing the previous minimal or blank footer. An accessibility status block tracks gallery updates, indicating dynamic content changes."
}['13-inch MacBook Air (M4) — Memory: 16GB, 24GB, or 32GB; Storage: 256GB to 2TB; Chip: M4 (10-core CPU, 8-core GPU, 16-core Neural Engine); Price: From $999', '15-inch MacBook Air (M4) — Memory: 16GB, 24GB, or 32GB; Storage: 256GB to 2TB; Chip: M4 (10-core CPU, 10-core GPU, 16-core Neural Engine); Price: From $1199']
{
"explanation": "**Executing radio button selection**\n\nI need to select the 13-inch MacBook Air configuration by clicking on its option. The ARIA tree shows a group with a size model where I can choose between 13-inch and 15-inch. The 13-inch option has a specific ID. Currently, it’s unchecked, so I'll need to interact with the radio input linked to ID 410. I’ll ensure it’s visible in the DOM and then click to select it without doing anything in parallel. **Executing click action**\n\nI’m going to call the functions.ClickTool with ID 410 to select the 13-inch option. After that, I’ll confirm that the click happened successfully. The user asked me to perform this action, so I’ll move forward with it. Then, I should provide the next steps or any additional information the user might need. It’s important to make sure everything goes smoothly in this process! Let’s go ahead and do that.",
"performed_steps": [
{
"name": "Click on the 13-inch MacBook Air to see all configuration prices",
"tools": [
"ClickTool(id='410')"
]
}
],
"changes": "URL did not change. Navigated into a product detail page for the MacBook Air, with the page now marking the listing as focused. The root area adds a focused state, and a status line later conveys that the gallery was updated. Key content changes center on the product gallery and options: the first gallery tab is now flagged with a different internal reference, and the Gallery Image 1 item now has a more explicit description for the image. The page also enables and pre-selects accessibility for several color options (Sky Blue, Silver, Starlight, Midnight) by removing their disabled state and making them focusable, and the 13-inch size’s Footnote radio gains focus and a selected state. Additionally, a new detailed footnote block appears and a corresponding link is added, while an older lengthy footnote item is removed, and a new gallery update status message is announced."
}['13-inch 10-core CPU, 8-core GPU, 16-core Neural Engine | Price: From $999 or $83.25 per month for 12 months', '13-inch 10-core CPU, 10-core GPU, 16-core Neural Engine | Price: (not provided in the source)', 'Memory options: 16GB, 24GB, or 32GB', 'Storage options: 256GB to 2TB']
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/macbook-air/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/macbook-air/')"
]
}
],
"changes": "URL changed to https://www.apple.com/macbook-air/. The page switched from a simple product page to a much richer, sectioned layout with two-tiered navigation. A Global navigation region appears and a Local/Product navigation replaces the old hierarchical item list, introducing top-level sections like Overview, Tech Specs, and Compare for MacBook Air, plus a dedicated Store/Mac+iPhone style menu. Content was reorganized into substantial marketing/feature sections (Design, Performance, Apple Intelligence, Mac + iPhone, Switch to Mac, etc.) with new media and interactive elements (tabs, galleries, photos, CTAs). The footer was replaced with a detailed Apple Directory navigation and a new Apple Footer area, and breadcrumbs were moved into this directory structure, removing much of the previous footnote-heavy content."
}['13-inch: From $999', '15-inch: From $999']
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/shop/product/MQKV3LL/A and then back - actually just click on \"Compare\" in the navigation to see a comparison of all MacBook Air models",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/product/MQKV3LL/A')"
]
}
],
"changes": "URL changed to https://www.apple.com/us/search/15-inch-MacBook-Air-with-M2-chip-Starlight?tab=accessories. - User navigated away from a dense product-page layout to a minimal, Apple-branded screen with a polite notification. The long global/local navigation and the extensive product content were removed and replaced with a simple polite-status setup and a centered modal dialog. - The new content shows a \"Looking for something?\" heading in a modal, with explanatory paragraphs stating the product isn’t available and offering alternatives, plus an OK button and a Close control. A series of live-status additions (polite status entries) appear, signaling accessibility feedback rather than the previous navigable gallery, navigation, and footer content."
}{
"explanation": "I need to navigate to a specific URL using the NavigateToUrlTool. It looks like I don’t need to run any parallel processes for this, so I can keep it simple by just providing the URL directly. Once I've called the tool, I’ll confirm that I’ve navigated successfully. It's nice to keep things straightforward and efficient in this case. Let’s get on with calling the tool!",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/macbook-air/compare/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/macbook-air/compare/')"
]
}
],
"changes": "URL changed to https://www.apple.com/macbook-air/compare/. The Apple page was replaced with a dedicated product comparison view for MacBook Air models. The top-level root entry now reads Compare MacBook Air Models - Apple and a Global/local navigation system was introduced to surface product categories, menus, and quick actions. The after state replaces a simple placeholder with a full, interactive comparison table and rich content: a multi-column table comparing MacBook Air 13\" and 15\" against other models, with dropdowns, buy/learn-more links, color finishes, and a large spec matrix (Display, Finish, Memory, Storage, CPU/GPU, Battery, Ports, etc.). The page also includes a main header, help/chat prompts, and a comprehensive Apple Footer region with footnotes, legal notices, and corporate links, plus breadcrumb/navigation sections and an Apple Directory. In short, a complete UI overhaul from a static Apple page to a detailed, interactive model-compare experience with full header, content, and footer structure."
}['MacBook Air 13-in. (M4)', 'Chip: Apple M4 chip', 'Display: 13.6-inch (diagonal) Liquid Retina display', 'Memory: 16GB, 24GB, 32GB', 'Storage: 256GB SSD, 512GB SSD, 1TB SSD, 2TB SSD', 'Price: From $999 or $83.25/mo. for 12 mo.', 'MacBook Air 15-in. (M4)', 'Chip: Apple M4 chip', 'Display: 15.3-inch (diagonal) Liquid Retina display', 'Memory: 16GB, 24GB, 32GB', 'Storage: 256GB SSD, 512GB SSD, 1TB SSD, 2TB SSD', 'Price: From $1199 or $99.91/mo. for 12 mo.']
{
"explanation": "**Executing scroll action**\n\nI need to scroll down in order to see the full specifications comparison table with all the configuration prices. I should simulate scrolling using either the ExecuteJavascript tool or ScrollTool, depending on the element ID. The main content has ID 330, and the table ID is 374. To scroll effectively, I can use window.scrollTo for a smooth scroll down. I'll proceed with this action now and confirm once it's done.",
"performed_steps": [
{
"name": "Scroll down to see the full spec comparison table including all configuration prices",
"tools": [
"ExecuteJavascriptTool(script='window.scrollTo(0, document.body.scrollHeight);')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}The page shows a comparison table including memory and storage options for MacBook Air 13-in. (M4) with possible configurations, but it does not provide exact prices for each memory/storage tier. Only the starting prices for each model (Air 13-in, Air 15-in, Pro 14-in) are listed as From $999, From $1199, From $1599 respectively, with no per-tier prices. Therefore, the exact prices for every memory/storage tier of MacBook Air configurations are not present in the provided material.
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/shop/buy-mac/macbook-air/13-inch",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/buy-mac/macbook-air/13-inch')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/buy-mac/macbook-air/13-inch. The UI migrated from a “Compare MacBook Air Models” view to a product detail/configurator for buying a MacBook Air. The Global navigation has been retained but the main content shifts to a gallery/gallery-driven purchase flow with rich customization options rather than a side-by-side model table. Key changes include a new MacBook Air gallery with image tabs and Previous/Next controls, redesigned customization sections (chip options, memory, storage, color, and pro apps), and new AppleCare or financing options. The after-state also adds a setup-and-browse experience (Personal Setup, trade-in, payments, and a richer footer) along with live region status updates indicating gallery content changes."
}13-inch MacBook Air — Chip: M4 (10-core CPU, 8-core GPU, 16-core Neural Engine) | Memory: 16GB, 24GB, or 32GB | SSD Storage: 256GB to 2TB | Price: From $999 or $83.25 per month for 12 months
{
"explanation": "**Executing scroll action**\n\nI'll scroll to ID 404 using the ScrollTool. It seems like I only need to issue one tool call, so there's no need for the multi_tool_use wrapper. Once I've executed the scroll, I’ll confirm that I’ve reached the area and let the user know they can read the content. I don't need to fetch any additional content; just a brief result will suffice!",
"performed_steps": [
{
"name": "Scroll down to find and read the pre-configured MacBook Air models grid with individual prices for each configuration",
"tools": [
"ScrollTool(id='404')"
]
}
],
"changes": "URL did not change. A product detail page for the MacBook Air was opened and expanded. The UI now presents a full purchase area with a visible product title, price (From $999 or $83.25 per month for 12 months with a footnote), and a new section listing delivery options (2-hour delivery, free shipping, store pickup). In addition, the gallery tab area was refined: the first gallery tab’s accessibility reference was adjusted (control target changed). A live-region status line was added to announce Gallery Updates with specific details about the 13-inch MacBook Air’s exterior, logo placement, and available colors, replacing a more generic status entry."
}{
"explanation": "**Simulating scroll for products**\n\nI need to scroll down to check the product cards for the MacBook Air 13\" configurations and prices. I’m considering using the ScrollTool, which requires an ID of the element. I could scroll to a specific area or a general section, but it seems like I can target the relevant part directly, like the \"MacBook Air Gallery.\" So, I'll perform a scroll action to ID 462, which is close to where the products are. I'll execute that single tool call now.",
"performed_steps": [
{
"name": "Scroll further down to see product cards or tiles showing the different MacBook Air 13-inch configurations with prices",
"tools": [
"ScrollTool(id='462')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}Accessibility Tree:
<RootWebArea name="Buy MacBook Air, 13-inch - Apple" id="1" focusable="True">
<generic id="3">
<generic id="4">
<generic id="6">
<navigation name="Global" id="8">
<list id="10">
<listitem id="11" level="1">
<link id="12" focusable="True">Apple<image id="14" />
</link>
</listitem>
<listitem id="18" level="1">
<list id="20">
<listitem id="21" level="2">
<link id="22" focusable="True">Store<image id="25" />
</link>
</listitem>
<listitem id="29" level="2">
<button name="Store menu" id="30" invalid="false" focusable="True">
<image id="32" />
</button>
</listitem>
</list>
<list id="43">
<listitem id="44" level="2">
<link id="45" focusable="True">Mac<image id="48" />
</link>
</listitem>
<listitem id="52" level="2">
<button name="Mac menu" id="53" invalid="false" focusable="True">
<image id="55" />
</button>
</listitem>
</list>
<list id="66">
<listitem id="67" level="2">
<link id="68" focusable="True">iPad<image id="71" />
</link>
</listitem>
<listitem id="75" level="2">
<button name="iPad menu" id="76" invalid="false" focusable="True">
<image id="78" />
</button>
</listitem>
</list>
<list id="89">
<listitem id="90" level="2">
<link id="91" focusable="True">iPhone<image id="94" />
</link>
</listitem>
<listitem id="98" level="2">
<button name="iPhone menu" id="99" invalid="false" focusable="True">
<image id="101" />
</button>
</listitem>
</list>
<list id="112">
<listitem id="113" level="2">
<link id="114" focusable="True">Watch<image id="117" />
</link>
</listitem>
<listitem id="121" level="2">
<button name="Watch menu" id="122" invalid="false" focusable="True">
<image id="124" />
</button>
</listitem>
</list>
<list id="135">
<listitem id="136" level="2">
<link id="137" focusable="True">Vision<image id="140" />
</link>
</listitem>
<listitem id="144" level="2">
<button name="Vision menu" id="145" invalid="false" focusable="True">
<image id="147" />
</button>
</listitem>
</list>
<list id="158">
<listitem id="159" level="2">
<link id="160" focusable="True">AirPods<image id="163" />
</link>
</listitem>
<listitem id="167" level="2">
<button name="AirPods menu" id="168" invalid="false" focusable="True">
<image id="170" />
</button>
</listitem>
</list>
<list id="181">
<listitem id="182" level="2">
<link name="TV and Home" id="183" focusable="True">TV & Home<image id="186" />
</link>
</listitem>
<listitem id="190" level="2">
<button name="TV and Home menu" id="191" invalid="false" focusable="True">
<image id="193" />
</button>
</listitem>
</list>
<list id="204">
<listitem id="205" level="2">
<link id="206" focusable="True">Entertainment<image id="209" />
</link>
</listitem>
<listitem id="213" level="2">
<button name="Entertainment menu" id="214" invalid="false" focusable="True">
<image id="216" />
</button>
</listitem>
</list>
<list id="225">
<listitem id="226" level="2">
<link id="227" focusable="True">Accessories<image id="230" />
</link>
</listitem>
<listitem id="234" level="2">
<button name="Accessories menu" id="235" invalid="false" focusable="True">
<image id="237" />
</button>
</listitem>
</list>
<list id="246">
<listitem id="247" level="2">
<link id="248" focusable="True">Support<image id="251" />
</link>
</listitem>
<listitem id="255" level="2">
<button name="Support menu" id="256" invalid="false" focusable="True">
<image id="258" />
</button>
</listitem>
</list>
</listitem>
<listitem id="268" level="1">
<button name="Search apple.com" id="269" focusable="True">
<image id="271" />
</button>
</listitem>
<listitem id="277" level="1">
<generic id="278">
<button name="Shopping Bag" id="279" focusable="True">
<image id="281" />
</button>
</generic>
</listitem>
</list>
</navigation>
</generic>
<main id="287">
<generic id="290">
<generic id="291">
<generic id="292">
<link id="297" focusable="True">MacBook Air</link>
<generic id="304">From $999<generic id="309">or $83.25 per month</generic>
<generic id="315">for 12 months<superscript id="321"> Footnote ※</superscript>
</generic>
</generic>
<generic id="329">
<generic id="331">
<generic id="333">
<generic id="335">
<list id="336">
<listitem id="337" level="1">
<paragraph id="341">2-hours delivery in most metros ($9)</paragraph>
</listitem>
<listitem id="349" level="1">
<paragraph id="353">Free shipping</paragraph>
</listitem>
<listitem id="356" level="1">
<paragraph id="360">Pick up from Store</paragraph>
</listitem>
</list>
</generic>
</generic>
</generic>
</generic>
</generic>
</generic>
<heading id="369" level="1">Buy MacBook Air</heading>
<generic id="376">From $999<generic id="381">or $83.25 per month</generic>
<generic id="387">for 12 months<superscript id="393"> Footnote ※</superscript>
</generic>
</generic>
<button name="Add a trade-in to save on your new Mac. Footnote ∆" id="403" focusable="True" hasPopup="dialog">Add a trade-in to save on your new Mac.<generic id="407">
<superscript id="408"> Footnote ∆</superscript>
</generic>
<generic id="414"></generic>
</button>
<button name="Get 3% Daily Cash back with Apple Card." id="418" invalid="false" focusable="True">Get 3% Daily Cash back with Apple Card.<generic id="421"></generic>
</button>
<generic id="425">
<generic id="427">
<generic id="428">
<group name="MacBook Air Gallery" id="429">
<generic id="430">
<tablist id="431" multiselectable="False" orientation="horizontal">
<tab name="Gallery Image 1" id="432" disabled="True" invalid="false" selected="True" controls=":r1r:-gallery-item-0" />
<tab name="Gallery Image 2" id="433" disabled="True" invalid="false" selected="False" />
<tab name="Gallery Image 3" id="434" disabled="True" invalid="false" selected="False" />
</tablist>
</generic>
<generic id="435">
<generic id="436">
<tabpanel name="Gallery Image 1" id="437">
<generic id="439">
<generic id="440">
<image name="13-inch MacBook Air, top exterior, rounded corners, centered Apple logo, available colors: sky blue, silver, starlight, midnight" id="442" />
</generic>
</generic>
</tabpanel>
</generic>
</generic>
<button id="444" disabled="True" invalid="false">Previous gallery image<image id="450" />
</button>
<button id="451" invalid="false" focusable="True">Next gallery image<image id="457" />
</button>
</group>
</generic>
</generic>
</generic>
<group name="" id="462" invalid="false" labelledby="">
<Legend id="463">
<heading id="464" focusable="True" level="2">Model. Choose your size.</heading>
</Legend>
<generic id="472">
<radio name="13-inch Footnote 1 From $999 or $83.25 per month for 12 months Footnote ※" id="473" invalid="false" focusable="True" checked="true" labelledby="" />
<LabelText id="474">13-inchFrom $999<superscript id="479"> Footnote 1</superscript>
<generic id="492">or $83.25 per month</generic>
<generic id="500">for 12 months<superscript id="508"> Footnote ※</superscript>
</generic>
</LabelText>
</generic>
<generic id="515">
<radio name="15-inch Footnote 1 From $1199 or $99.91 per month for 12 months Footnote ※" id="516" invalid="false" focusable="True" checked="false" labelledby="" />
<LabelText id="517">15-inchFrom $1199<superscript id="522"> Footnote 1</superscript>
<generic id="535">or $99.91 per month</generic>
<generic id="543">for 12 months<superscript id="551"> Footnote ※</superscript>
</generic>
</LabelText>
</generic>
</group>
<group name="" id="559" invalid="false" labelledby="">
<Legend id="560">
<heading id="561" focusable="True" level="2">Color. Pick your favorite.</heading>
</Legend>
<generic id="567">Color</generic>
<list id="570">
<listitem id="571" level="1">
<radio name="Sky Blue" id="572" invalid="false" focusable="True" checked="false" labelledby="" />
<LabelText id="573">
<generic id="575">Sky Blue</generic>
</LabelText>
</listitem>
<listitem id="579" level="1">
<radio name="Silver" id="580" invalid="false" focusable="True" checked="false" labelledby="" />
<LabelText id="581">
<generic id="583">Silver</generic>
</LabelText>
</listitem>
<listitem id="586" level="1">
<radio name="Starlight" id="587" invalid="false" focusable="True" checked="false" labelledby="" />
<LabelText id="588">
<generic id="590">Starlight</generic>
</LabelText>
</listitem>
<listitem id="593" level="1">
<radio name="Midnight" id="594" invalid="false" focusable="True" checked="false" labelledby="" />
<LabelText id="595">
<generic id="597">Midnight</generic>
</LabelText>
</listitem>
</list>
</group>
<group name="" id="602" invalid="false" labelledby="">
<Legend id="603">
<heading id="604" focusable="True" level="2">M4 chip. Choose your processing power.</heading>
</Legend>
<generic id="613">
<radio name="10‑core CPU, 8‑core GPU, 16‑core Neural Engine Brings speed and fluidity to everything you do." id="614" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="615">10‑core CPU, 8‑core GPU, 16‑core Neural Engine<generic id="621">Brings speed and fluidity to everything you do.</generic>
</LabelText>
</generic>
<generic id="653">
<radio name="10‑core CPU, 10‑core GPU, 16‑core Neural Engine Give a boost to intensive tasks like gaming and creative work with more processing and graphics rendering speed." id="654" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="655">10‑core CPU, 10‑core GPU, 16‑core Neural Engine<generic id="661">Give a boost to intensive tasks like gaming and creative work with more processing and graphics rendering speed.</generic>
</LabelText>
</generic>
</group>
<generic id="695">
<generic id="696">
<generic id="698">Need help choosing a chip?</generic>
<generic id="701">Compare the options and discover which one is best for you.</generic>
</generic>
<button name="Need help choosing a chip?" id="705" disabled="True" hasPopup="dialog" labelledby="">
<generic id="706">Show more</generic>
<generic id="710"></generic>
</button>
</generic>
<heading id="714" focusable="True" level="2">Customizations. Stay with the base model or make edits.</heading>
<heading id="724" level="3">Unified Memory</heading>
<generic id="727">Add memory to run more apps simultaneously for faster, more fluid multitasking.</generic>
<generic id="732">Available in 16GB, 24GB, or 32GB</generic>
<heading id="738" level="3">SSD Storage</heading>
<generic id="741">Get ample space and fast access to your apps, photos, movies, music, and other files.</generic>
<generic id="746">Available in 256GB to 2TB</generic>
<heading id="752" level="3">Power Adapter</heading>
<generic id="756">Available in 3 options</generic>
<heading id="762" level="3">Keyboard</heading>
<generic id="766">Available in 20 languages</generic>
<heading id="770" focusable="True" level="2">Pro apps. Do even more with your Mac.</heading>
<paragraph id="778">Your new Mac comes with a free three-month trial of Apple Creator Studio, an all-in-one subscription that includes powerful apps like Final Cut Pro, Logic Pro, Pixelmator Pro — and much more.<button name="Learn more Apple Creator Studio" id="784" disabled="True" focusable="True" hasPopup="dialog">Learn moreApple Creator Studio<generic id="792"></generic>
</button>
</paragraph>
<paragraph id="795">If you prefer, you can purchase standalone, preinstalled versions of Final Cut Pro and Logic Pro.</paragraph>
<group name="" id="801" invalid="false" labelledby="">
<Legend id="802">
<heading id="803" level="3">Final Cut Pro License</heading>
</Legend>
<generic id="807">
<radio name="No, thanks" id="808" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="809">No, thanks</LabelText>
</generic>
<generic id="816">
<radio name="Yes, preinstall on my Mac" id="817" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="818">Yes, preinstall on my Mac</LabelText>
</generic>
<generic id="826">
<link name="View License Agreement Final Cut Pro (Opens in a new window)" id="827" disabled="True" focusable="True">View License AgreementFinal Cut Pro(Opens in a new window)<generic id="842"></generic>
</link>
</generic>
</group>
<group name="" id="846" invalid="false" labelledby="">
<Legend id="847">
<heading id="848" level="3">Logic Pro License</heading>
</Legend>
<generic id="852">
<radio name="No, thanks" id="853" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="854">No, thanks</LabelText>
</generic>
<generic id="861">
<radio name="Yes, preinstall on my Mac" id="862" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="863">Yes, preinstall on my Mac</LabelText>
</generic>
<generic id="871">
<link name="View License Agreement Logic Pro (Opens in a new window)" id="872" disabled="True" focusable="True">View License AgreementLogic Pro(Opens in a new window)<generic id="886"></generic>
</link>
</generic>
</group>
<generic id="891">
<generic id="892">
<generic id="894">What can these preinstalled creative tools do?</generic>
<generic id="898">Discover what these powerful pro apps can help you create, right out of the box.</generic>
</generic>
<button name="What can these preinstalled creative tools do?" id="902" disabled="True" hasPopup="dialog" labelledby="">
<generic id="903">Show more</generic>
<generic id="907"></generic>
</button>
</generic>
<heading name="Apple Trade In.Get credit toward your new Mac. Footnote ∆" id="912" focusable="True" level="2">Apple Trade In.Get credit toward your new Mac.<superscript id="918"> Footnote ∆</superscript>
</heading>
<generic id="927">
<generic id="928" focusable="True">
<group name="Apple Trade In.Get credit toward your new Mac. Footnote ∆" id="930" invalid="false" labelledby="">
<Legend id="931" />
<generic id="933">
<radio name="Add a trade-in Answer a few questions to get your estimate." id="934" disabled="True" invalid="false" hasPopup="dialog" checked="false" labelledby="" />
<LabelText id="935">
<generic id="937">Add a trade-in<generic id="940">Answer a few questions to get your estimate.</generic>
</generic>
</LabelText>
</generic>
<generic id="943">
<radio name="No trade-in" id="944" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="945">No trade-in</LabelText>
</generic>
</group>
</generic>
</generic>
<generic id="953">
<generic id="954" />
<generic id="956">
<generic id="958">How does trade-in work?</generic>
<generic id="961">Learn how you can save on your order with a trade-in. Or recycle your device for free.</generic>
</generic>
<button name="How does trade-in work?" id="965" disabled="True" hasPopup="dialog" labelledby="">
<generic id="966">Show more</generic>
<generic id="970"></generic>
</button>
</generic>
<heading id="976" focusable="True" level="2">Payment options. Select the one that works for you.</heading>
<generic id="983">
<group name="Payment options Select the one that works for you" id="987" invalid="false" labelledby="">
<Legend id="988" />
<generic id="992">
<radio name="Buy . Pay with Apple Pay or other payment methods . Get 3% Daily Cash back when you pay with Apple Card" id="993" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="994">Buy<list id="1003">
<listitem id="1004" level="1">Pay with Apple Pay or other payment methods<generic id="1005">.</generic>
</listitem>
<listitem id="1010" level="1">Get 3% Daily Cash back when you pay with Apple Card<generic id="1011">.</generic>
</listitem>
</list>
</LabelText>
</generic>
<generic id="1019">
<radio name="Finance Apple Card Monthly Installments . Financed at 0% APR with Apple Card Monthly Installments Footnote ◊ . Get 3% Daily Cash back up front on the full cost of your Mac" id="1020" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="1021">Finance Apple Card Monthly Installments<list id="1033">
<listitem id="1034" level="1">Financed at 0% APR with Apple Card Monthly Installments<generic id="1035">.</generic>
<superscript id="1041"> Footnote ◊</superscript>
</listitem>
<listitem id="1047" level="1">Get 3% Daily Cash back up front on the full cost of your Mac<generic id="1048">.</generic>
</listitem>
</list>
</LabelText>
</generic>
</group>
</generic>
<generic id="1056">
<generic id="1057">
<generic id="1059">How do monthly installments work?</generic>
<generic id="1062">Choose Finance to pay over time with your Apple Card using Apple Card Monthly Installments. Get 3% Daily Cash back up front and 0% APR.</generic>
</generic>
<generic id="1069">
<button name="How do monthly installments work?" id="1070" disabled="True" invalid="false" labelledby="">
<generic id="1071">Show more</generic>
<generic id="1075"></generic>
</button>
</generic>
</generic>
<heading id="1083" focusable="True" level="2">AppleCare coverage. Choose your plan.</heading>
<group name="AppleCare coverage. Choose your plan." id="1090" invalid="false" labelledby="">
<Legend id="1091" />
<generic id="1094">
<radio name="AppleCare+ Cover this product only Footnote § Unlimited repairs for accidents like drops and spills 24/7 priority support from Apple experts Certified repairs using genuine Apple parts" id="1095" disabled="True" invalid="false" checked="false" labelledby="" />
<generic id="1096">
<LabelText id="1097">AppleCare+Cover this product only<superscript id="1109"> Footnote §</superscript>
</LabelText>
<list id="1130">
<listitem id="1131" level="1">Unlimited repairs for accidents like drops and spills<ListMarker name="• " id="1132" />
</listitem>
<listitem id="1137" level="1">24/7 priority support from Apple experts<ListMarker name="• " id="1138" />
</listitem>
<listitem id="1142" level="1">Certified repairs using genuine Apple parts<ListMarker name="• " id="1143" />
</listitem>
</list>
</generic>
</generic>
<generic id="1196">
<radio name="New AppleCare One Cover multiple products, including this Mac Footnote ± All the benefits of AppleCare+ for up to 3 products, including those you already own, at one low price Theft and loss coverage for iPhone, iPad, and Apple Watch up to 3 total claims every 12 months Add more products anytime for $5.99 per month each" id="1197" disabled="True" invalid="false" checked="false" labelledby="" />
<generic id="1198">
<LabelText id="1199">NewAppleCare OneCover multiple products, including this Mac<superscript id="1215"> Footnote ±</superscript>
</LabelText>
<list id="1231">
<listitem id="1232" level="1">All the benefits of AppleCare+ for up to 3 products, including those you already own, at one low price<ListMarker name="• " id="1233" />
</listitem>
<listitem id="1239" level="1">Theft and loss coverage for iPhone, iPad, and Apple Watch up to 3 total claims every 12 months<ListMarker name="• " id="1240" />
</listitem>
<listitem id="1245" level="1">Add more products anytime for $5.99per montheach<ListMarker name="• " id="1246" />
</listitem>
</list>
</generic>
</generic>
<generic id="1258">
<radio name="No AppleCare coverage" id="1259" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="1260">No AppleCare coverage</LabelText>
</generic>
</group>
<generic id="1267">
<generic id="1268" />
<generic id="1270">
<generic id="1272">How does AppleCare work?</generic>
<generic id="1275">Compare the features and coverage of the two AppleCare plans. Fees and deductibles apply.</generic>
</generic>
<generic id="1281">
<button name="How does AppleCare work?" id="1282" disabled="True" invalid="false" hasPopup="dialog" labelledby="">
<generic id="1283">Show more</generic>
<generic id="1287"></generic>
</button>
</generic>
</generic>
<heading id="1293" level="2">Your new MacBook Air awaits.</heading>
<generic id="1296">Make it yours.</generic>
<generic id="1304">From $999<generic id="1309">or $83.25 per month</generic>
<generic id="1315">for 12 months<superscript id="1321"> Footnote ※</superscript>
</generic>
</generic>
<generic id="1327">
<generic id="1331">
<button name="Get 3% Daily Cash with Apple Card" id="1332" invalid="false" focusable="True">Get 3% Daily Cash with Apple Card<generic id="1335"></generic>
</button>
</generic>
</generic>
<button id="1342" disabled="True" invalid="false">Continue</button>
<heading id="1346" level="3">Still deciding?</heading>
<generic id="1349">Save all your configurations for later, or share them with a friend.</generic>
<generic id="1353">
<button name="Save selected configuration for later" id="1355" disabled="True" invalid="false" pressed="false">Save</button>
</generic>
<generic id="1360">
<button name="Share Product configurations" id="1362" disabled="True" invalid="false">Share</button>
</generic>
<generic id="1367">Final price will be calculated in Bag.</generic>
<generic id="1370">
<generic id="1371">
<generic id="1372">
<generic id="1374" />
</generic>
</generic>
</generic>
</generic>
<generic id="1393">
<generic id="1394">
<link name="Ask a Mac Specialist (Opens in a new window)" id="1396" invalid="false" focusable="True" labelledby="" />
</generic>
</generic>
<generic id="1405">
<heading id="1407" level="2">Set up your device with one-on-one sessions with a Specialist.</heading>
<paragraph id="1412">When you buy directly from Apple, you can get help transferring your data and making the most of your new device with our free online Personal Setup sessions.</paragraph>
<paragraph id="1417">
<button name="Learn more about Personal Setup" id="1418" focusable="True" hasPopup="dialog">Learn more about Personal Setup<generic id="1421"></generic>
</button>
</paragraph>
</generic>
<generic id="1427">
<heading id="1429" level="2">Your new Mac comes with so much more.</heading>
<image name="Apple TV+" id="1435" />
<heading id="1437" level="3">Apple TV</heading>
<paragraph id="1440">3 free months of original films and series.<superscript id="1444"> Footnote †</superscript>
</paragraph>
<image name="Apple Music" id="1451" />
<heading id="1453" level="3">Apple Music</heading>
<paragraph id="1456">3 free months of all your favorite songs — all ad-free.<superscript id="1460"> Footnote †</superscript>
</paragraph>
<image name="Apple Arcade" id="1467" />
<heading id="1469" level="3">Apple Arcade</heading>
<paragraph id="1472">3 free months of incredibly fun, uninterrupted gameplay.<superscript id="1476"> Footnote †</superscript>
</paragraph>
<image name="Apple News+" id="1483" />
<heading id="1485" level="3">Apple News+</heading>
<paragraph id="1488">3 free months of top stories from leading publications.<superscript id="1492"> Footnote †</superscript>
</paragraph>
</generic>
<generic id="1501">
<generic id="1502">
<heading id="1504" level="2">Students and educators — save on a new Mac for college.</heading>
<paragraph id="1507">Get special pricing in the Education Store.</paragraph>
<paragraph id="1510">
<link name="Shop now Students and educators — save on a new Mac for college." id="1511" focusable="True">Shop nowStudents and educators — save on a new Mac for college.<generic id="1527"></generic>
</link>
</paragraph>
</generic>
</generic>
<generic id="1531">
<list id="1532">
<listitem id="1533" level="1">
<heading name=" Frequently Asked Questions" id="1534" level="2">
<button id="1538" invalid="false" focusable="True" controls="content-:rs:-1">Frequently Asked Questions<image id="1545" />
</button>
</heading>
<generic id="1548">
<list id="1550">
<listitem id="1551" level="2">
<heading name=" I’m switching from a PC to a Mac. Is it easy to set up my new Mac and transfer my files?" id="1552" level="3">
<button id="1556" invalid="false" focusable="True">I’m switching from a PC to a Mac. Is it easy to set up my new Mac and transfer my files?<image id="1563" />
</button>
</heading>
</listitem>
<listitem id="1564" level="2">
<heading name=" Does Apple offer any special discounts or promotions to higher education students, parents, and teachers?" id="1565" level="3">
<button id="1569" invalid="false" focusable="True">Does Apple offer any special discounts or promotions to higher education students, parents, and teachers?<image id="1577" />
</button>
</heading>
</listitem>
<listitem id="1578" level="2">
<heading name=" What’s the fastest way to get my order, and what are my delivery options?" id="1579" level="3">
<button id="1583" invalid="false" focusable="True">What’s the fastest way to get my order, and what are my delivery options?<image id="1590" />
</button>
</heading>
</listitem>
<listitem id="1591" level="2">
<heading name=" Can I connect my Mac to additional displays?" id="1592" level="3">
<button id="1596" invalid="false" focusable="True">Can I connect my Mac to additional displays?<image id="1603" />
</button>
</heading>
</listitem>
<listitem id="1604" level="2">
<heading name=" What are my payment and financing options?" id="1605" level="3">
<button id="1609" invalid="false" focusable="True">What are my payment and financing options?<image id="1616" />
</button>
</heading>
</listitem>
<listitem id="1617" level="2">
<heading name=" How does Apple Trade In work?" id="1618" level="3">
<button id="1622" invalid="false" focusable="True">How does Apple Trade In work?<image id="1629" />
</button>
</heading>
</listitem>
<listitem id="1630" level="2">
<heading name=" What protection does AppleCare offer?" id="1631" level="3">
<button id="1635" invalid="false" focusable="True">What protection does AppleCare offer?<image id="1642" />
</button>
</heading>
</listitem>
<listitem id="1643" level="2">
<heading name=" Can I return or exchange my Mac?" id="1644" level="3">
<button id="1648" invalid="false" focusable="True">Can I return or exchange my Mac?<image id="1655" />
</button>
</heading>
</listitem>
</list>
</generic>
</listitem>
</list>
</generic>
</main>
<contentinfo name="" id="1656" labelledby="">
<heading id="1658" level="2">Footer</heading>
<heading id="1661" level="3">footnotes</heading>
<generic id="1667">
<list name="Footnotes" id="1669">
<listitem id="1670" level="1">Footnote ◊ Apple Card Monthly Installments (ACMI) is a 0% APR payment option that is only available if you select it at checkout in the U.S. for eligible products purchased at Apple Store locations, , the Apple Store app, or by calling 1-800-MY-APPLE, and is subject to credit approval and credit limit. See for more information about eligible products. Existing customers: See your Customer Agreement for your variable APR. As of January 1, 2026, the variable APR on new Apple Card accounts ranges from 17.49% to 27.74%. You must elect to use ACMI at checkout. If you buy an ACMI-eligible product with a one-time payment on Apple Card at checkout, that purchase is subject to your Apple Card’s variable APR, not the ACMI 0% APR. Taxes and shipping on items purchased using ACMI are subject to your Apple Card’s variable APR, not the ACMI 0% APR. In order to buy an iPhone with ACMI, you must select one of the following carriers (prepaid carrier plans are not supported): AT&T, Boost Mobile, T-Mobile, or Verizon. An iPhone purchased with ACMI is always unlocked, so you can switch carriers at any time, subject to your carrier’s terms. ACMI is not available for purchases made at the following special storefronts or when using these discounts in-store at Apple: Apple Employee Purchase Plan; participating corporate Employee Purchase Programs; Apple at Work for small businesses; Government and Veterans and Military Purchase Programs; or on refurbished devices. The last month’s payment for each product will be the product’s purchase price, less all other payments at the monthly payment amount. ACMI is subject to change at any time for any reason, including but not limited to installment term lengths and eligible products. See for more information about ACMI.<link name="apple.com (Opens in a new window)" id="1681" focusable="True">apple.com(Opens in a new window)</link>
<link name="here (Opens in a new window)" id="1693" focusable="True">here(Opens in a new window)</link>
<link name="the Apple Card Customer Agreement (Opens in a new window)" id="1714" focusable="True">the Apple Card Customer Agreement(Opens in a new window)</link>
<paragraph id="1727">To access and use all Apple Card features and products available only to Apple Card users, you must add Apple Card to Wallet on an iPhone or iPad that supports and has the latest version of iOS or iPadOS. Apple Card is subject to credit approval, available only for qualifying applicants in the United States, and issued by Goldman Sachs Bank USA, Salt Lake City Branch.</paragraph>
<paragraph id="1732">Apple Payments Services LLC, a subsidiary of Apple Inc., is a service provider of Goldman Sachs Bank USA for Apple Card and Savings accounts. Neither Apple Inc. nor Apple Payments Services LLC is a bank.</paragraph>
<paragraph id="1736">All communications from Apple and Goldman Sachs Bank USA about Apple Card (including transactional and marketing communications) and customer service support are available in English. Certain communications about Apple Card can be viewed in another language depending on your device language settings. If you reside in the U.S. Virgin Islands, American Samoa, Guam, Northern Mariana Islands, or U.S. Minor Outlying Islands, please call Goldman Sachs at 877-255-5923 with questions about Apple Card.</paragraph>
</listitem>
<listitem id="1741" level="1">Footnote ‡ Apple Intelligence is available in beta. Some features may not be available in all regions or languages. For feature and language availability and system requirements, see .<link name="support.apple.com/121115 (Opens in a new window)" id="1749" focusable="True">support.apple.com/121115(Opens in a new window)</link>
</listitem>
<listitem id="1761" level="1">Footnote ∆ Trade-in values will vary based on the condition, year, and configuration of your eligible trade-in device. Not all devices are eligible for credit. You must be at least the age of majority to be eligible to trade in for credit or for an Apple Gift Card. Trade-in value may be applied toward qualifying new device purchase, or added to an Apple Gift Card. Actual value awarded is based on receipt of a qualifying device matching the description provided when estimate was made. Sales tax may be assessed on full value of a new device purchase. In-store trade-in requires presentation of a valid photo ID (local law may require saving this information). Offer may not be available in all stores, and may vary between in-store and online trade-in. Some stores may have additional requirements. Apple or its trade-in partners reserve the right to refuse, cancel, or limit quantity of any trade-in transaction for any reason. More details are available from Apple’s trade-in partner for trade-in and recycling of eligible devices. Restrictions and limitations may apply.</listitem>
<listitem id="1774" level="1">Footnote § Service coverage is available only for covered devices and their original included accessories for protection against (i) defects in materials or workmanship, (ii) batteries that retain less than 80% of their original capacity, and (iii) unlimited incidents of accidental damage. Accidental Damage means physical damage from handling due to unexpected and unintentional events. If an iPad is covered in your plan, one compatible Apple Pencil and one compatible Apple-branded iPad keyboard used with your iPad are also covered. AppleCare One is subject to eligibility rules; additions to plan may require inspection and a diagnostic check: Devices must be less than 4 years old and headphones must be less than 1 year old, and only devices in your Apple Account can be covered under AppleCare One. Limit of one (1) Apple Vision Pro can be covered under AppleCare One at a time. Replacement equipment that Apple provides as part of the repair or replacement service may contain new or previously used genuine Apple parts that have been tested and pass Apple functional requirements. There are no service fees for mechanical failures. Each incident of accidental damage protection is subject to a service fee plus applicable tax. If you have a plan with theft and loss coverage, each incident of theft or loss is subject to a deductible plus applicable tax. For complete details, see the and the applicable to your state. For AppleCare+, see and the applicable to your state.<link name="AppleCare One Terms and Conditions (Opens in a new window)" id="1789" focusable="True">AppleCare One Terms and Conditions(Opens in a new window)</link>
<link name="Theft and Loss Insurance Documentation (Opens in a new window)" id="1801" focusable="True">Theft and Loss Insurance Documentation(Opens in a new window)</link>
<link name="Terms and Conditions (Opens in a new window)" id="1813" focusable="True">Terms and Conditions(Opens in a new window)</link>
<link name="Theft and Loss Insurance Documentation (Opens in a new window)" id="1825" focusable="True">Theft and Loss Insurance Documentation(Opens in a new window)</link>
</listitem>
<listitem id="1839" level="1">Footnote ± AppleCare One is a device protection program that provides combined benefits under AppleCare One and a theft, loss, and surge protection insurance policy. The company obligated under AppleCare One is AppleCare Service Company, Inc., an Arizona corporation and wholly owned subsidiary of Apple Inc., doing business in Texas as Apple CSC Inc. Theft, loss, and surge protection insurance coverage is underwritten by New Hampshire Insurance Company (NAIC# 23841; Principal Address 175 Water Street, 18th Floor, New York, NY 10038; Phone (212) 770-7000) and is sold by AppleCare Service Company, Inc. (in California doing business as Brogdan Insurance Services License #0L00763; Iowa License #26) and is sold in New York by Apple Inc. (License #926146). Theft, loss, and surge protection insurance coverage is provided under a group policy issued to AppleCare Service Company, Inc. in all states except New York, where the policy is issued to Apple Inc. Coverage is subject to applicable terms, conditions, and limitations. For complete details, please refer to the certificate of coverage for your state, available at .<link name="apple.com/legal/applecare/applecareone (Opens in a new window)" id="1853" focusable="True">apple.com/legal/applecare/applecareone(Opens in a new window)</link>
</listitem>
<listitem id="1865" level="1">Footnote † New and qualified returning subscribers only. $12.99/month after free trial. Apple TV subscription does not include third-party branded subscription services or content available for rental or purchase in the Apple TV app. Only one offer per Apple Account and only one offer per family if you’re part of a Family Sharing group, regardless of the number of devices that you or your family purchase. This offer is not available if you or your family have previously accepted an Apple TV subscription three months free or one year free offer. Offer good for three months after eligible device is activated. Plan automatically renews until cancelled. Restrictions and other apply.New subscribers only. $10.99/month after trial. Offer is available for new Apple Music subscribers with a new eligible device for a limited time only. Offer redemption for eligible audio devices requires connecting or pairing to an Apple device running the latest iOS or iPadOS. Offer redemption for Apple Watch requires connecting or pairing to an iPhone running the latest iOS. Offer good for three months after eligible device activation. Only one offer per Apple Account, regardless of the number of eligible devices you purchase. Plan automatically renews until cancelled. Restrictions and other apply.Apple Arcade offer available to new and qualified returning subscribers only. $6.99/month after free trial. Only one offer per Apple Account and only one offer per family if you’re part of a Family Sharing group, regardless of the number of devices you or your family purchases. This offer is not available if you or your family have previously accepted an Apple Arcade three months free offer. Offer good for 3 months after eligible device activation. Plan automatically renews until cancelled. Restrictions and other apply.Apple News+ offer available to new subscribers who purchase an eligible device on or after September 7, 2022. $12.99/month after trial. Only one offer per Apple Account and only one offer per family if you’re part of a Family Sharing group, regardless of the number of devices you or your family purchases. Offer good for 3 months after eligible device activation, from December 12, 2022. Plan automatically renews until cancelled. Restrictions and other apply.<link id="1876" focusable="True">terms</link>
<link id="1886" focusable="True">terms</link>
<link id="1895" focusable="True">terms</link>
<link id="1904" focusable="True">terms</link>
</listitem>
<listitem id="1909" level="1">Footnote ※ Financing available to qualified customers, subject to credit approval and credit limit, and requires you to select Apple Card Monthly Installments (ACMI) as your payment type at checkout at Apple. Financing terms vary by product. Taxes and shipping on items purchased using ACMI are subject to your card’s variable APR, not the ACMI 0% APR. ACMI is not available for purchases made at special storefronts or when using such special discounts in-store at Apple, except ACMI is available at the Education storefront and with the Education discount. The last month’s payment for each product will be the product’s purchase price, less all other payments at the monthly payment amount. ACMI is subject to change at any time for any reason, including but not limited to installment term lengths and eligible products. See the for more information about ACMI.<link name="Apple Card Customer Agreement (Opens in a new window)" id="1921" focusable="True">Apple Card Customer Agreement(Opens in a new window)</link>
</listitem>
<listitem id="1934" level="1">Footnote # Testing conducted by Apple in January 2025 using preproduction 13-inch MacBook Air systems with Apple M4, 10-core CPU, and 8-core GPU, and preproduction 15-inch MacBook Air systems with Apple M4, 10-core CPU, and 10-core GPU, all configured with 16GB of RAM and 256GB SSD. Tested with Apple 70W USB-C Power Adapter (Model A2743) with USB-C to MagSafe 3 Cable (Model A2363). Fast-charge testing conducted with drained MacBook Air units. Times measured from the beginning of wake from hibernate, or from the appearance of the Apple logo as the unit started up. Charge time varies with settings and environmental factors; actual results will vary.</listitem>
<listitem id="1945" level="1">Footnote 1. Screen size is measured diagonally. The displays on the 13-inch and 15-inch MacBook Air have rounded corners at the top. When measured as a standard rectangular shape, the screens are 13.6 inches and 15.3 inches diagonally (actual viewable area is less).</listitem>
</list>
</generic>
<paragraph id="1959">1GB = 1 billion bytes and 1TB = 1 trillion bytes; actual formatted capacity less.</paragraph>
<paragraph id="1963">We approximate your location from your internet IP address by matching it to a geographic region or from the location entered during your previous visit to Apple.</paragraph>
<navigation name="Breadcrumbs" id="1966">
<link id="1967" focusable="True">Apple</link>
<generic id="1971">
<list id="1972">
<listitem id="1973" level="1">
<link id="1975" focusable="True">Mac</link>
</listitem>
<listitem id="1978" level="1">
<link id="1980" focusable="True">MacBook Air</link>
</listitem>
<listitem id="1983" level="1">Buy MacBook Air</listitem>
</list>
</generic>
</navigation>
<navigation name="More Links" id="1987">
<heading id="1990" level="3">Shop and Learn</heading>
<list id="1994">
<listitem id="1995" level="1">
<link id="1996" focusable="True">Store</link>
</listitem>
<listitem id="1999" level="1">
<link id="2000" focusable="True">Mac</link>
</listitem>
<listitem id="2003" level="1">
<link id="2004" focusable="True">iPad</link>
</listitem>
<listitem id="2007" level="1">
<link id="2008" focusable="True">iPhone</link>
</listitem>
<listitem id="2011" level="1">
<link id="2012" focusable="True">Watch</link>
</listitem>
<listitem id="2015" level="1">
<link id="2016" focusable="True">Vision</link>
</listitem>
<listitem id="2019" level="1">
<link id="2020" focusable="True">AirPods</link>
</listitem>
<listitem id="2023" level="1">
<link id="2024" focusable="True">TV & Home</link>
</listitem>
<listitem id="2027" level="1">
<link id="2028" focusable="True">AirTag</link>
</listitem>
<listitem id="2031" level="1">
<link id="2032" focusable="True">Accessories</link>
</listitem>
<listitem id="2035" level="1">
<link id="2036" focusable="True">Gift Cards</link>
</listitem>
</list>
<heading id="2040" level="3">Apple Wallet</heading>
<list id="2044">
<listitem id="2045" level="1">
<link id="2046" focusable="True">Wallet</link>
</listitem>
<listitem id="2049" level="1">
<link id="2050" focusable="True">Apple Card</link>
</listitem>
<listitem id="2053" level="1">
<link id="2054" focusable="True">Apple Pay</link>
</listitem>
<listitem id="2057" level="1">
<link id="2058" focusable="True">Apple Cash</link>
</listitem>
</list>
<heading id="2063" level="3">Account</heading>
<list id="2067">
<listitem id="2068" level="1">
<link id="2069" focusable="True">Manage Your Apple Account</link>
</listitem>
<listitem id="2072" level="1">
<link id="2073" focusable="True">Apple Store Account</link>
</listitem>
<listitem id="2076" level="1">
<link id="2077" focusable="True">iCloud.com</link>
</listitem>
</list>
<heading id="2081" level="3">Entertainment</heading>
<list id="2085">
<listitem id="2086" level="1">
<link id="2087" focusable="True">Apple One</link>
</listitem>
<listitem id="2090" level="1">
<link id="2091" focusable="True">Apple TV</link>
</listitem>
<listitem id="2094" level="1">
<link id="2095" focusable="True">Apple Music</link>
</listitem>
<listitem id="2098" level="1">
<link id="2099" focusable="True">Apple Arcade</link>
</listitem>
<listitem id="2102" level="1">
<link id="2103" focusable="True">Apple Fitness+</link>
</listitem>
<listitem id="2106" level="1">
<link id="2107" focusable="True">Apple News+</link>
</listitem>
<listitem id="2110" level="1">
<link id="2111" focusable="True">Apple Podcasts</link>
</listitem>
<listitem id="2114" level="1">
<link id="2115" focusable="True">Apple Books</link>
</listitem>
<listitem id="2118" level="1">
<link id="2119" focusable="True">App Store</link>
</listitem>
</list>
<heading id="2124" level="3">Apple Store</heading>
<list id="2128">
<listitem id="2129" level="1">
<link id="2130" focusable="True">Find a Store</link>
</listitem>
<listitem id="2133" level="1">
<link id="2134" focusable="True">Genius Bar</link>
</listitem>
<listitem id="2137" level="1">
<link id="2138" focusable="True">Today at Apple</link>
</listitem>
<listitem id="2141" level="1">
<link id="2142" focusable="True">Apple Camp</link>
</listitem>
<listitem id="2145" level="1">
<link id="2146" focusable="True">Apple Store App</link>
</listitem>
<listitem id="2149" level="1">
<link id="2150" focusable="True">Certified Refurbished</link>
</listitem>
<listitem id="2153" level="1">
<link id="2154" focusable="True">Apple Trade In</link>
</listitem>
<listitem id="2157" level="1">
<link id="2158" focusable="True">Financing</link>
</listitem>
<listitem id="2161" level="1">
<link id="2162" focusable="True">Carrier Deals at Apple</link>
</listitem>
<listitem id="2165" level="1">
<link id="2166" focusable="True">Order Status</link>
</listitem>
<listitem id="2169" level="1">
<link id="2170" focusable="True">Shopping Help</link>
</listitem>
</list>
<heading id="2175" level="3">For Business</heading>
<list id="2179">
<listitem id="2180" level="1">
<link id="2181" focusable="True">Apple and Business</link>
</listitem>
<listitem id="2184" level="1">
<link id="2185" focusable="True">Shop for Business</link>
</listitem>
</list>
<heading id="2189" level="3">For Education</heading>
<list id="2193">
<listitem id="2194" level="1">
<link id="2195" focusable="True">Apple and Education</link>
</listitem>
<listitem id="2198" level="1">
<link id="2199" focusable="True">Shop for K-12</link>
</listitem>
<listitem id="2202" level="1">
<link id="2203" focusable="True">Shop for College</link>
</listitem>
</list>
<heading id="2207" level="3">For Healthcare</heading>
<list id="2211">
<listitem id="2212" level="1">
<link id="2213" focusable="True">Apple in Healthcare</link>
</listitem>
<listitem id="2216" level="1">
<link id="2217" focusable="True">Health on Apple Watch</link>
</listitem>
<listitem id="2220" level="1">
<link id="2221" focusable="True">Health Records on iPhone</link>
</listitem>
</list>
<heading id="2225" level="3">For Government</heading>
<list id="2229">
<listitem id="2230" level="1">
<link id="2231" focusable="True">Shop for Government</link>
</listitem>
<listitem id="2234" level="1">
<link id="2235" focusable="True">Shop for Veterans and Military</link>
</listitem>
</list>
<heading id="2240" level="3">Apple Values</heading>
<list id="2244">
<listitem id="2245" level="1">
<link id="2246" focusable="True">Accessibility</link>
</listitem>
<listitem id="2249" level="1">
<link id="2250" focusable="True">Education</link>
</listitem>
<listitem id="2253" level="1">
<link id="2254" focusable="True">Environment</link>
</listitem>
<listitem id="2257" level="1">
<link id="2258" focusable="True">Inclusion and Diversity</link>
</listitem>
<listitem id="2261" level="1">
<link id="2262" focusable="True">Privacy</link>
</listitem>
<listitem id="2265" level="1">
<link id="2266" focusable="True">Racial Equity and Justice</link>
</listitem>
<listitem id="2269" level="1">
<link id="2270" focusable="True">Supply Chain</link>
</listitem>
</list>
<heading id="2274" level="3">About Apple</heading>
<list id="2278">
<listitem id="2279" level="1">
<link id="2280" focusable="True">Newsroom</link>
</listitem>
<listitem id="2283" level="1">
<link id="2284" focusable="True">Apple Leadership</link>
</listitem>
<listitem id="2287" level="1">
<link id="2288" focusable="True">Career Opportunities</link>
</listitem>
<listitem id="2291" level="1">
<link id="2292" focusable="True">Investors</link>
</listitem>
<listitem id="2295" level="1">
<link id="2296" focusable="True">Ethics & Compliance</link>
</listitem>
<listitem id="2299" level="1">
<link id="2300" focusable="True">Events</link>
</listitem>
<listitem id="2303" level="1">
<link id="2304" focusable="True">Contact Apple</link>
</listitem>
</list>
</navigation>
<paragraph id="2309">More ways to shop: or near you. Or .<generic id="2312">
<link id="2313" focusable="True">Find an Apple Store</link>
</generic>
<link id="2318" focusable="True">other retailer</link>
<generic id="2323">call 1‑800‑MY‑APPLE</generic>
</paragraph>
<generic id="2330">
<link id="2331" focusable="True">United States</link>
</generic>
<generic id="2335">
<generic id="2336">Copyright © 2026 Apple Inc. All rights reserved.</generic>
<list id="2339">
<listitem id="2340" level="1">
<link id="2342" focusable="True">Privacy Policy</link>
</listitem>
<listitem id="2346" level="1">
<link id="2348" focusable="True">Terms of Use</link>
</listitem>
<listitem id="2352" level="1">
<link id="2354" focusable="True">Sales and Refunds</link>
</listitem>
<listitem id="2358" level="1">
<link id="2360" focusable="True">Legal</link>
</listitem>
<listitem id="2364" level="1">
<link id="2366" focusable="True">Site Map</link>
</listitem>
</list>
</generic>
</contentinfo>
</generic>
<generic id="2370">
<status id="2371" live="polite" atomic="True" relevant="additions text" />
<status id="2372" live="polite" atomic="True" relevant="additions text" />
<status id="2373" live="polite" atomic="True" relevant="additions text" />
<status id="2374" live="polite" atomic="True" relevant="additions text" />
<status id="2375" live="polite" atomic="True" relevant="additions text" />
<status id="2376" live="polite" atomic="True" relevant="additions text" />
<status id="2377" live="polite" atomic="True" relevant="additions text" />
</generic>
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</RootWebArea>Driver python-1772262470 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772262470 Token usage statistics: - Total: 264800 tokens (257805 input, 6995 output) - Cached: 1372 tokens (1006 input, 366 output)














Chrome driver started successfully (driver_id: python-1772262706) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to a URL**\n\nI'm looking to navigate to a specific URL. I'll use the NavigateToUrlTool with the given URL and confirm once it's done. There's no need for parallel processing here; it's straightforward. My reasoning is that I want to make sure I provide a clear confirmation after completing the action. So, I'll get on that and call the tool now!",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/shop/buy-iphone",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/buy-iphone')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/buy-iphone. The UI now presents a dedicated product page for buying an iPhone on Apple, with a prominent page title (Buy iPhone - Apple) and a large global navigation structure. The previous blank area is replaced with an extensive header/navigation, a main content area filled with a “Shop iPhone” catalog, and a comprehensive footer. Key changes include a fleshed-out product catalog: detailed model sections (iPhone 17 Pro/Max, iPhone Air, iPhone 16 family) with colors, prices, and Buy or Take a closer look interactions, plus multiple category groups (Accessories, Setup and Support, iPhone Experience) and numerous offer/credit notes. The page also adds a content-info footer with footnotes and legal links, plus a live status region indicating updates."
}iPhone 17 Pro & iPhone 17 Pro Max — From $1099
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/iphone/compare/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/iphone/compare/')"
]
}
],
"changes": "URL changed to https://www.apple.com/iphone/compare/. You navigated from a generic Apple storefront to a dedicated iPhone model comparison view. The UI gains a large, structured compare section with a full table of iPhone models and their finishes, specs, and pricing details, replacing the simple prior product-list view. Key content changes include: a Global navigation panel with top-level Apple sections (Store, Mac, iPad, iPhone, etc.) and a Shopping Bag; a prominent heading \"Compare iPhone models\" and an interactive table (with finishes, capacity, display, camera, battery, and more) that consolidates specifications and pricing across models; and a new Apple Directory footer area plus a country selector (United States) in the footer. The breadcrumbs were simplified to indicate a Compare page, reflecting the new focus."
}Requested information for iPhone 17 Pro is not directly present in the provided webpage/ARIA tree. The table shows data for iPhone 17 Pro Max, iPhone Air, and iPhone 17, but not for an iPhone 17 Pro column. Therefore, to satisfy the instruction, return NOOP.
['iPhone 17 Pro Max — From $1199 — 6.9-inch display', 'iPhone Air — From $999 — 6.5-inch display', 'iPhone 17 — From $799 — 6.3-inch display']
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL, so I’ll use the NavigateToUrlTool to do that. After entering the URL, I’ll respond with a confirmation message. It seems like there aren’t any clickable elements, so it’s just about calling the tool directly. I’ll use functions.NavigateToUrlTool with the provided URL. It looks straightforward, and since there’s no parallel action needed, I’m ready to perform this task.",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/iphone-17-pro/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/iphone-17-pro/')"
]
}
],
"changes": "URL changed to https://www.apple.com/iphone-17-pro/. The page was updated to present a full product-focused experience for the iPhone 17 Pro instead of the prior generic comparison view. A new local navigation section was added, and the content was reorganized into multiple product-focused sections (Highlights, Design, Cameras, Pro video, Performance, Battery, Environment, Apple Intelligence, etc.) with image, gallery, tabs, and detailed feature lists. Key user-visible changes include a shift from a large comparison table to rich product content (specs sprinkled with images, galleries, and interactive elements like tab lists and carousels), new “All in the family” and “Keep exploring iPhone” subsections, and extended pricing/financing and carrier deal details. The breadcrumbs were updated to reference the specific iPhone 17 Pro, and the footer/footnotes area was simplified to focus on core legal and trade-in information, replacing some of the earlier, more generic links."
}The requested information includes screen sizes and starting prices for iPhone 17 Pro and iPhone 17 Pro Max. The provided ARIA tree contains screen sizes (6.9 inches or 6.3 inches) and a starting price line of From $1099 for iPhone 17 Pro, but it does not provide a starting price for iPhone 17 Pro Max. Since the full requested data for both models is not fully available in the sources, the correct response per instructions is NOOP.
['iPhone 17 Pro — 6.9 inches — From $1099; $45.79/mo. for 24 mo.', 'iPhone 17 Pro Max — 6.3 inches — From $1099; $45.79/mo. for 24 mo.', 'iPhone Air — 6.5 inches — From $999; $41.62/mo. for 24 mo.']
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL, so I'll use the NavigateToUrlTool with the provided URL. After that, I'll respond to confirm that the action has been completed. The instructions suggest that I should navigate to the URL, but it seems like using multiple tools isn't necessary here; just one will do. So, I'll make the tool call and then send a message to confirm that I've successfully navigated to the URL.",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/iphone-17-pro/specs/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/iphone-17-pro/specs/')"
]
}
],
"changes": "URL changed to https://www.apple.com/iphone-17-pro/specs/. Navigation now points to a dedicated technical specs view for the iPhone 17 Pro family. The page title was changed to include “Technical Specifications” and the main content reorganized from prose and galleries into a structured specs table comparing iPhone 17 Pro and Pro Max. Key content changes include a multi-column specs table (Finish, Capacity, Size/Weight, Display, Camera, etc.) with model-specific details, and the addition of sections like Power and Battery, Apple Intelligence, Chip, Front/Video/Audio capabilities, Privacy, Accessibility, and Environmental content. The footer gained quick-learn links, and the breadcrumbs now include a Tech Specs item under iPhone 17 Pro."
}Requested information includes display size and starting price. Display sizes are present in the Accessibility XML under Display: iPhone 17 Pro has a 6.3-inch display and iPhone 17 Pro Max has a 6.9-inch display. The starting prices are not present in the provided source material, so I cannot retrieve them.
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL. As an assistant, I’ll use the NavigateToUrlTool for this with the given URL. Once that’s done, I’ll respond with a confirmation. So, I'll go ahead and call the tool and then provide a brief final answer. There’s no need for further interaction beyond that. Let’s get this done!",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/shop/buy-iphone/iphone-17-pro",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/buy-iphone/iphone-17-pro')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/buy-iphone/iphone-17-pro. The page structure switched from a technical specs article to a Buy/Product page experience for the iPhone 17 Pro family. The global navigation expanded and moved to a more purchase‑oriented layout (Breadcrumbs, a new More Links section with Store/Mac/iPhone etc.), and the main content now centers on product discovery, pricing, and options rather than specs tables. Key user‑visible changes include a new hero area with deals and purchase calls to action, a comprehensive product gallery and 3 model entries (iPhone 17 Pro, 17 Pro Max, and other variants like 16e/16/Air), and rich sections for color, storage, battery, and connectivity options. There are also new sections for “What’s in the Box,” Personal Setup help, financing and trade‑in details, and a large set of footnotes and legal disclosures; a dedicated FAQ area and a new “Shop and Learn”/Apple Store‑style link cluster appear, plus live accessibility status updates indicating gallery image changes."
}['From $1099 — 6.9″ or 6.3″', 'From $1199 — 6.9-inch display']
['iPhone 17 Pro 6.3-inch display — From $1099', 'iPhone 17 Pro Max 6.9-inch display — From $1199', 'iPhone Air 6.5-inch display — From $999', 'iPhone 17 6.3-inch display — From $799', 'iPhone 16e 6.1-inch display — From $599']
Driver python-1772262706 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772262706 Token usage statistics: - Total: 401634 tokens (393726 input, 7908 output) - Cached: 0 tokens (0 input, 0 output)
















Chrome driver started successfully (driver_id: python-1772482142) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to a URL**\n\nI need to use the NavigateToUrlTool to get to a specific URL. I’ll call the tool with the provided URL and then respond with a confirmation once that's done. Since this task only requires one tool, I won't do anything in parallel. Once everything is set, the response will be clear and brief. I'm ready to proceed with the navigation!",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/shop/buy-mac/macbook-pro/16-inch",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/buy-mac/macbook-pro/16-inch')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/buy-mac/macbook-pro/16-inch. The interface shifted from a minimal focused root area to a full product-detail page for Buy MacBook Pro, 16-inch. The new page adds a global navigation with a rich header, a breadcrumbs/navigation section, and an extensive main area that presents the product title, pricing, trade-in callouts, and multiple interactive groups for customization. Content-wise, there is a complete product configurator: image gallery with tabs, multiple option groups (size, color, display, memory, SSD, power adapter, keyboard, chip), pricing and financing details with footnotes, and preinstalled apps’ licenses. The page also includes a large footer with footnotes, terms, and various links, plus a live status update indicating the gallery change."
}{
"explanation": "**Selecting computer options**\n\nI’m considering the steps for selecting the 16-inch model, which offers either the M4 Pro or the M4 Max chip. The radio button for the M4 Max is disabled, but clicking the \"16-inch\" option seems to enable the selection for either chip. I’ll choose the 16-inch model by selecting the radio button with ID 400 first. After that, I’ll see how to select the 64GB memory option, which isn't explicitly shown. It looks like I may just need the 16-inch choice to proceed! **Configuring MacBook Pro**\n\nI'm working on selecting the MacBook Pro configuration with the M4 Max chip, which should have a 16-core CPU, 40-core GPU, 64GB of unified memory, and a 1TB SSD. The M4 Max option is actually disabled, but I can still choose the 16-inch model, which corresponds to either chip. I’ll make sure to select the \"16-inch\" radio button to lock that in. There are also storage options for 64GB and 1TB, but I can't select those right now. I'll document these steps and the limitation I've encountered. **Identifying click options**\n\nI need to identify element ID 400, which is a radio input but not clickable by itself. To proceed, I can simulate a click on this item. The tool requires the element ID for the click, so I’ll call ClickTool with ID 400. Afterward, I’ll note that the M4 Max option is currently disabled. It seems straightforward, and I’ll perform this single tool call to keep things efficient!",
"performed_steps": [
{
"name": "Select the MacBook Pro configuration: Apple M4 Max chip with 16-core CPU, 40-core GPU, 64GB unified memory, 1TB SSD",
"tools": [
"ClickTool(id='400')"
]
}
],
"changes": "URL did not change. The diff shows that the 16-inch Footnote radio option now has an explicit focus state. Specifically, the radio element gained focused=\"True\" in addition to being focusable and checked, whereas before it was not marked as focused. All other content remains the same, with the same label text and description of the footnote. This change suggests the 16-inch option is now programmatically focused, which may affect how screen readers announce the control and its current state."
}{
"explanation": "**Clarifying the chip selection**\n\nI need to ensure that I select the 16-inch model with an M4 Max chip, which features a 16-core CPU and 40-core GPU. However, I see that the radio button for the M4 Max chip is disabled. It has an ID of 565 and shows as \"disabled = True\". This makes it impossible to select. I wonder if it will enable once I choose the 16-inch option. My task is to deal with this while keeping the user’s selection in mind. **Assessing chip selection status**\n\nI see the radio buttons for both the M4 Max chip (ID 565) and the M4 Pro chip (ID 528) are disabled, so I can’t select either. The chips might only enable when the 16-inch option is selected, but it seems that option is already checked (ID 418) in the display section. I guess I’ll still try to click the M4 Max radio button to see if it can be activated, even though it’s currently disabled. If it fails, that's alright! **Executing the tool call**\n\nI'm planning to execute a single tool call using ClickTool with ID 565. While it’s important to verify the state before proceeding, I think the best approach here is to just perform the action first. So, I'll go ahead and make that call now. I really hope this works as intended and that we can make some progress with selecting the M4 Max chip option! Let’s see what happens!",
"performed_steps": [
{
"name": "Find and select the M4 Max chip option with 16-core CPU and 40-core GPU",
"tools": [
"ClickTool(id='565')"
]
}
],
"changes": "URL did not change. User navigated from the generic product area into a detailed MacBook Pro page. The main content expanded to include a prominent product link and a rich price/financing block (From $2499 or $208.25 per month for 12 months with a Footnote), plus a new feature list highlighting delivery options (2-hour metro delivery, Free shipping, Store pickup). Additionally, there is a cleanup of an accessibility attribute on the 16-inch radio option, removing the explicit focused state from that control, while keeping it focusable and selected."
}{
"explanation": "**Selecting unified memory options**\n\nI need to select the 64GB unified memory option from the Apple product page. The Unified Memory section is showing on the ARIA tree, and it lists options like memory radio buttons, but the specific details aren't precisely available in the snippet. It seems I may need to interact with the tool to identify the ID for the 64GB option and perform a click action. I should press tab or simulate a selection to proceed with this. I'll formulate a plan for that! **Clarifying memory selection process**\n\nThe multi_tool_use.parallel is designed to run things in parallel, but I only need to click one option. I’ll attempt to click the memory option labeled \"64GB,\" assuming it shows up. However, I don’t have the ID for that, so I may need to either ask the user which element matches or acknowledge that I can’t find it in the ARIA tree. It’s best to request confirmation or clarification on which ID corresponds to the 64GB option.",
"performed_steps": [
{
"name": "Select 64GB unified memory option",
"tools": []
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}Accessibility Tree:
<RootWebArea name="Buy MacBook Pro, 16-inch - Apple" id="1" focusable="True" focused="True">
<generic id="3">
<generic id="4">
<generic id="6">
<navigation name="Global" id="8">
<list id="10">
<listitem id="11" level="1">
<link id="12" focusable="True">Apple<image id="14" />
</link>
</listitem>
<listitem id="18" level="1">
<list id="20">
<listitem id="21" level="2">
<link id="22" focusable="True">Store<image id="25" />
</link>
</listitem>
<listitem id="29" level="2">
<button name="Store menu" id="30" invalid="false" focusable="True">
<image id="32" />
</button>
</listitem>
</list>
<list id="43">
<listitem id="44" level="2">
<link id="45" focusable="True">Mac<image id="48" />
</link>
</listitem>
<listitem id="52" level="2">
<button name="Mac menu" id="53" invalid="false" focusable="True">
<image id="55" />
</button>
</listitem>
</list>
<list id="66">
<listitem id="67" level="2">
<link id="68" focusable="True">iPad<image id="71" />
</link>
</listitem>
<listitem id="75" level="2">
<button name="iPad menu" id="76" invalid="false" focusable="True">
<image id="78" />
</button>
</listitem>
</list>
<list id="89">
<listitem id="90" level="2">
<link id="91" focusable="True">iPhone<image id="94" />
</link>
</listitem>
<listitem id="98" level="2">
<button name="iPhone menu" id="99" invalid="false" focusable="True">
<image id="101" />
</button>
</listitem>
</list>
<list id="112">
<listitem id="113" level="2">
<link id="114" focusable="True">Watch<image id="117" />
</link>
</listitem>
<listitem id="121" level="2">
<button name="Watch menu" id="122" invalid="false" focusable="True">
<image id="124" />
</button>
</listitem>
</list>
<list id="135">
<listitem id="136" level="2">
<link id="137" focusable="True">Vision<image id="140" />
</link>
</listitem>
<listitem id="144" level="2">
<button name="Vision menu" id="145" invalid="false" focusable="True">
<image id="147" />
</button>
</listitem>
</list>
<list id="158">
<listitem id="159" level="2">
<link id="160" focusable="True">AirPods<image id="163" />
</link>
</listitem>
<listitem id="167" level="2">
<button name="AirPods menu" id="168" invalid="false" focusable="True">
<image id="170" />
</button>
</listitem>
</list>
<list id="181">
<listitem id="182" level="2">
<link name="TV and Home" id="183" focusable="True">TV & Home<image id="186" />
</link>
</listitem>
<listitem id="190" level="2">
<button name="TV and Home menu" id="191" invalid="false" focusable="True">
<image id="193" />
</button>
</listitem>
</list>
<list id="204">
<listitem id="205" level="2">
<link id="206" focusable="True">Entertainment<image id="209" />
</link>
</listitem>
<listitem id="213" level="2">
<button name="Entertainment menu" id="214" invalid="false" focusable="True">
<image id="216" />
</button>
</listitem>
</list>
<list id="225">
<listitem id="226" level="2">
<link id="227" focusable="True">Accessories<image id="230" />
</link>
</listitem>
<listitem id="234" level="2">
<button name="Accessories menu" id="235" invalid="false" focusable="True">
<image id="237" />
</button>
</listitem>
</list>
<list id="246">
<listitem id="247" level="2">
<link id="248" focusable="True">Support<image id="251" />
</link>
</listitem>
<listitem id="255" level="2">
<button name="Support menu" id="256" invalid="false" focusable="True">
<image id="258" />
</button>
</listitem>
</list>
</listitem>
<listitem id="268" level="1">
<button name="Search apple.com" id="269" focusable="True">
<image id="271" />
</button>
</listitem>
<listitem id="277" level="1">
<generic id="278">
<button name="Shopping Bag" id="279" focusable="True">
<image id="281" />
</button>
</generic>
</listitem>
</list>
</navigation>
</generic>
<main id="287">
<generic id="290">
<generic id="291">
<generic id="292">
<link id="297" focusable="True">MacBook Pro</link>
<generic id="304">From $2499<generic id="309">or $208.25 per month</generic>
<generic id="315">for 12 months<superscript id="321"> Footnote ‡</superscript>
</generic>
</generic>
<generic id="329">
<generic id="331">
<generic id="333">
<generic id="335">
<list id="336">
<listitem id="337" level="1">
<paragraph id="341">2-hours delivery in most metros ($9)</paragraph>
</listitem>
<listitem id="349" level="1">
<paragraph id="353">Free shipping</paragraph>
</listitem>
<listitem id="356" level="1">
<paragraph id="360">Pick up from Store</paragraph>
</listitem>
</list>
</generic>
</generic>
</generic>
</generic>
</generic>
</generic>
<heading id="369" level="1">Buy MacBook Pro</heading>
<generic id="375">From $2499or $208.25 per monthfor 12 months<superscript id="384"> Footnote ‡</superscript>
</generic>
<button name="Add a trade-in to save on your new Mac. Footnote ∆" id="392" focusable="True" hasPopup="dialog">Add a trade-in to save on your new Mac.<generic id="396">
<superscript id="397"> Footnote ∆</superscript>
</generic>
<generic id="403"></generic>
</button>
<button name="Get 3% Daily Cash back with Apple Card." id="407" invalid="false" focusable="True">Get 3% Daily Cash back with Apple Card.<generic id="410"></generic>
</button>
<generic id="414">
<generic id="416">
<generic id="417">
<group name="MacBook Pro Gallery" id="418">
<generic id="419">
<tablist id="420" multiselectable="False" orientation="horizontal">
<tab name="Gallery Image 1" id="421" disabled="True" invalid="false" selected="True" controls=":r11:-gallery-item-0" />
<tab name="Gallery Image 2" id="422" disabled="True" invalid="false" selected="False" />
<tab name="Gallery Image 3" id="423" disabled="True" invalid="false" selected="False" />
</tablist>
</generic>
<generic id="424">
<generic id="425">
<tabpanel name="Gallery Image 1" id="426">
<generic id="428">
<generic id="429">
<image name="16-inch MacBook Pro, top exterior, rounded corners, centered glossy black Apple logo, available colors: space black, silver" id="431" />
</generic>
</generic>
</tabpanel>
</generic>
</generic>
<button id="433" disabled="True" invalid="false">Previous gallery image<image id="436" />
</button>
<button id="437" invalid="false" focusable="True">Next gallery image<image id="440" />
</button>
</group>
</generic>
</generic>
</generic>
<group name="" id="445" invalid="false" labelledby="">
<Legend id="446">
<heading id="447" focusable="True" level="2">Model. Choose your size.</heading>
</Legend>
<generic id="453">
<radio name="14-inch Footnote 1 Available with M5, M4 Pro, or M4 Max chip. From $1599 or $133.25 per month for 12 months Footnote ‡" id="454" invalid="false" focusable="True" checked="false" labelledby="" />
<LabelText id="455">14-inchFrom $1599or $133.25 per monthfor 12 months<superscript id="459"> Footnote 1</superscript>
<generic id="463">Available with M5, M4 Pro, or M4 Max chip.</generic>
<superscript id="480"> Footnote ‡</superscript>
</LabelText>
</generic>
<generic id="485">
<radio name="16-inch Footnote 1 Available with M4 Pro or M4 Max chip. From $2499 or $208.25 per month for 12 months Footnote ‡" id="486" invalid="false" focusable="True" checked="true" labelledby="" />
<LabelText id="487">16-inchFrom $2499or $208.25 per monthfor 12 months<superscript id="491"> Footnote 1</superscript>
<generic id="495">Available with M4 Pro or M4 Max chip.</generic>
<superscript id="512"> Footnote ‡</superscript>
</LabelText>
</generic>
</group>
<group name="" id="518" invalid="false" labelledby="">
<Legend id="519">
<heading id="520" focusable="True" level="2">Color. Pick your favorite.</heading>
</Legend>
<generic id="524">Color</generic>
<list id="526">
<listitem id="527" level="1">
<radio name="Space Black" id="528" invalid="false" focusable="True" checked="false" labelledby="" />
<LabelText id="529">
<generic id="531">Space Black</generic>
</LabelText>
</listitem>
<listitem id="533" level="1">
<radio name="Silver" id="534" invalid="false" focusable="True" checked="false" labelledby="" />
<LabelText id="535">
<generic id="537">Silver</generic>
</LabelText>
</listitem>
</list>
</group>
<group name="" id="541" invalid="false" labelledby="">
<Legend id="542">
<heading id="543" focusable="True" level="2">Display. Choose the best screen type for your workflow.</heading>
</Legend>
<generic id="549">
<radio name="Standard display Engineered for low reflectivity to reduce glare in your environment." id="550" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="551">Standard display<generic id="555">Engineered for low reflectivity to reduce glare in your environment.</generic>
</LabelText>
</generic>
<generic id="560">
<radio name="Nano-texture display Further reduces glare and reflections in bright lighting conditions." id="561" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="562">Nano-texture display<generic id="566">Further reduces glare and reflections in bright lighting conditions.</generic>
</LabelText>
</generic>
</group>
<generic id="571">
<generic id="572">
<generic id="574">Need help choosing your display?</generic>
<generic id="576">Learn about the differences and which one is right for you.</generic>
</generic>
<button name="Need help choosing your display?" id="578" disabled="True" hasPopup="dialog" labelledby="">
<generic id="579">Show more</generic>
<generic id="583"></generic>
</button>
</generic>
<group name="" id="587" invalid="false" labelledby="">
<Legend id="588">
<heading id="589" focusable="True" level="2">Chip. Choose from these powerful options.</heading>
</Legend>
<generic id="595">
<radio name="M4 Pro chip Provides more performance and higher memory options for more demanding workflows." id="596" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="597">M4 Pro chip<generic id="601">Provides more performance and higher memory options for more demanding workflows.</generic>
</LabelText>
</generic>
<generic id="632">
<radio name="M4 Max chip Our most advanced chip ever built for a pro laptop powers the most extreme workflows." id="633" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="634">M4 Max chip<generic id="638">Our most advanced chip ever built for a pro laptop powers the most extreme workflows.</generic>
</LabelText>
</generic>
</group>
<generic id="669">
<generic id="670">
<generic id="672">Need help choosing a chip?</generic>
<generic id="674">Compare the options and discover which one is best for you.</generic>
</generic>
<button name="Need help choosing a chip?" id="676" disabled="True" hasPopup="dialog" labelledby="">
<generic id="677">Show more</generic>
<generic id="681"></generic>
</button>
</generic>
<heading id="685" focusable="True" level="2">Customizations. Stay with the base model or make edits.</heading>
<heading id="692" level="3">Unified Memory</heading>
<generic id="694">Add memory to run more apps simultaneously for faster, more fluid multitasking.</generic>
<generic id="697">Available in options up to 128GB</generic>
<heading id="702" level="3">SSD Storage</heading>
<generic id="704">Get ample space and fast access to your apps, photos, movies, music, and other files.</generic>
<generic id="707">Available in 512GB to 8TB</generic>
<heading id="712" level="3">Power Adapter</heading>
<generic id="715">Available in 3 options</generic>
<heading id="720" level="3">Keyboard</heading>
<generic id="723">Available in 20 languages</generic>
<heading id="726" focusable="True" level="2">Pro apps. Do even more with your Mac.</heading>
<paragraph id="731">Your new Mac comes with a free three-month trial of Apple Creator Studio, an all-in-one subscription that includes powerful apps like Final Cut Pro, Logic Pro, Pixelmator Pro — and much more.<button name="Learn more Apple Creator Studio" id="733" disabled="True" focusable="True" hasPopup="dialog">Learn moreApple Creator Studio<generic id="741"></generic>
</button>
</paragraph>
<paragraph id="744">If you prefer, you can purchase standalone, preinstalled versions of Final Cut Pro and Logic Pro.</paragraph>
<group name="" id="747" invalid="false" labelledby="">
<Legend id="748">
<heading id="749" level="3">Final Cut Pro License</heading>
</Legend>
<generic id="752">
<radio name="No, thanks" id="753" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="754">No, thanks</LabelText>
</generic>
<generic id="760">
<radio name="Yes, preinstall on my Mac" id="761" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="762">Yes, preinstall on my Mac</LabelText>
</generic>
<generic id="768">
<link name="View License Agreement Final Cut Pro (Opens in a new window)" id="769" disabled="True" focusable="True">View License AgreementFinal Cut Pro(Opens in a new window)<generic id="784"></generic>
</link>
</generic>
</group>
<group name="" id="788" invalid="false" labelledby="">
<Legend id="789">
<heading id="790" level="3">Logic Pro License</heading>
</Legend>
<generic id="793">
<radio name="No, thanks" id="794" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="795">No, thanks</LabelText>
</generic>
<generic id="801">
<radio name="Yes, preinstall on my Mac" id="802" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="803">Yes, preinstall on my Mac</LabelText>
</generic>
<generic id="809">
<link name="View License Agreement Logic Pro (Opens in a new window)" id="810" disabled="True" focusable="True">View License AgreementLogic Pro(Opens in a new window)<generic id="824"></generic>
</link>
</generic>
</group>
<generic id="829">
<generic id="830">
<generic id="832">What can these preinstalled creative tools do?</generic>
<generic id="834">Discover what these powerful pro apps can help you create, right out of the box.</generic>
</generic>
<button name="What can these preinstalled creative tools do?" id="836" disabled="True" hasPopup="dialog" labelledby="">
<generic id="837">Show more</generic>
<generic id="841"></generic>
</button>
</generic>
<heading name="Apple Trade In.Get credit toward your new Mac. Footnote ∆" id="846" focusable="True" level="2">Apple Trade In.Get credit toward your new Mac.<superscript id="849"> Footnote ∆</superscript>
</heading>
<generic id="856">
<generic id="857" focusable="True">
<group name="Apple Trade In.Get credit toward your new Mac. Footnote ∆" id="859" invalid="false" labelledby="">
<Legend id="860" />
<generic id="862">
<radio name="Add a trade-in Answer a few questions to get your estimate." id="863" disabled="True" invalid="false" hasPopup="dialog" checked="false" labelledby="" />
<LabelText id="864">
<generic id="866">Add a trade-in<generic id="868">Answer a few questions to get your estimate.</generic>
</generic>
</LabelText>
</generic>
<generic id="870">
<radio name="No trade-in" id="871" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="872">No trade-in</LabelText>
</generic>
</group>
</generic>
</generic>
<generic id="879">
<generic id="880" />
<generic id="882">
<generic id="884">How does trade-in work?</generic>
<generic id="886">Learn how you can save on your order with a trade-in. Or recycle your device for free.</generic>
</generic>
<button name="How does trade-in work?" id="888" disabled="True" hasPopup="dialog" labelledby="">
<generic id="889">Show more</generic>
<generic id="893"></generic>
</button>
</generic>
<heading id="899" focusable="True" level="2">Payment options. Select the one that works for you.</heading>
<generic id="903">
<group name="Payment options Select the one that works for you" id="907" invalid="false" labelledby="">
<Legend id="908" />
<generic id="912">
<radio name="Buy . Pay with Apple Pay or other payment methods . Get 3% Daily Cash back when you pay with Apple Card" id="913" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="914">Buy<list id="922">
<listitem id="923" level="1">Pay with Apple Pay or other payment methods<generic id="924">.</generic>
</listitem>
<listitem id="929" level="1">Get 3% Daily Cash back when you pay with Apple Card<generic id="930">.</generic>
</listitem>
</list>
</LabelText>
</generic>
<generic id="938">
<radio name="Finance Apple Card Monthly Installments . Financed at 0% APR with Apple Card Monthly Installments Footnote ◊ . Get 3% Daily Cash back up front on the full cost of your Mac" id="939" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="940">Finance Apple Card Monthly Installments<list id="950">
<listitem id="951" level="1">Financed at 0% APR with Apple Card Monthly Installments<generic id="952">.</generic>
<superscript id="958"> Footnote ◊</superscript>
</listitem>
<listitem id="964" level="1">Get 3% Daily Cash back up front on the full cost of your Mac<generic id="965">.</generic>
</listitem>
</list>
</LabelText>
</generic>
</group>
</generic>
<generic id="973">
<generic id="974">
<generic id="976">How do monthly installments work?</generic>
<generic id="978">Choose Finance to pay over time with your Apple Card using Apple Card Monthly Installments. Get 3% Daily Cash back up front and 0% APR.</generic>
</generic>
<generic id="981">
<button name="How do monthly installments work?" id="982" disabled="True" invalid="false" labelledby="">
<generic id="983">Show more</generic>
<generic id="987"></generic>
</button>
</generic>
</generic>
<heading id="995" focusable="True" level="2">AppleCare coverage. Choose your plan.</heading>
<group name="AppleCare coverage. Choose your plan." id="999" invalid="false" labelledby="">
<Legend id="1000" />
<generic id="1003">
<radio name="AppleCare+ Cover this product only Footnote § Unlimited repairs for accidents like drops and spills 24/7 priority support from Apple experts Certified repairs using genuine Apple parts" id="1004" disabled="True" invalid="false" checked="false" labelledby="" />
<generic id="1005">
<LabelText id="1006">AppleCare+Cover this product only<superscript id="1018"> Footnote §</superscript>
</LabelText>
<list id="1039">
<listitem id="1040" level="1">Unlimited repairs for accidents like drops and spills<ListMarker name="• " id="1041" />
</listitem>
<listitem id="1046" level="1">24/7 priority support from Apple experts<ListMarker name="• " id="1047" />
</listitem>
<listitem id="1051" level="1">Certified repairs using genuine Apple parts<ListMarker name="• " id="1052" />
</listitem>
</list>
</generic>
</generic>
<generic id="1128">
<radio name="AppleCare One Cover multiple products, including this Mac Footnote ± All the benefits of AppleCare+ for up to 3 products, including those you already own, at one low price Theft and loss coverage for iPhone, iPad, and Apple Watch up to 3 total claims every 12 months Add more products anytime for $5.99 per month each" id="1129" disabled="True" invalid="false" checked="false" labelledby="" />
<generic id="1130">
<LabelText id="1131">AppleCare OneCover multiple products, including this Mac<superscript id="1143"> Footnote ±</superscript>
</LabelText>
<list id="1159">
<listitem id="1160" level="1">All the benefits of AppleCare+ for up to 3 products, including those you already own, at one low price<ListMarker name="• " id="1161" />
</listitem>
<listitem id="1167" level="1">Theft and loss coverage for iPhone, iPad, and Apple Watch up to 3 total claims every 12 months<ListMarker name="• " id="1168" />
</listitem>
<listitem id="1173" level="1">Add more products anytime for $5.99per montheach<ListMarker name="• " id="1174" />
</listitem>
</list>
</generic>
</generic>
<generic id="1186">
<radio name="No AppleCare coverage" id="1187" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="1188">No AppleCare coverage</LabelText>
</generic>
</group>
<generic id="1195">
<generic id="1196" />
<generic id="1198">
<generic id="1200">How does AppleCare work?</generic>
<generic id="1202">Compare the features and coverage of the two AppleCare plans. Fees and deductibles apply.</generic>
</generic>
<generic id="1205">
<button name="How does AppleCare work?" id="1206" disabled="True" invalid="false" hasPopup="dialog" labelledby="">
<generic id="1207">Show more</generic>
<generic id="1211"></generic>
</button>
</generic>
</generic>
<heading id="1217" level="2">Your new MacBook Pro awaits.</heading>
<generic id="1219">Make it yours.</generic>
<generic id="1226">From $2499or $208.25 per monthfor 12 months<superscript id="1235"> Footnote ‡</superscript>
</generic>
<generic id="1239">
<generic id="1243">
<button name="Get 3% Daily Cash with Apple Card" id="1244" invalid="false" focusable="True">Get 3% Daily Cash with Apple Card<generic id="1247"></generic>
</button>
</generic>
</generic>
<button id="1254" disabled="True" invalid="false">Continue</button>
<heading id="1257" level="3">Still deciding?</heading>
<generic id="1259">Save all your configurations for later, or share them with a friend.</generic>
<generic id="1261">
<button name="Save selected configuration for later" id="1263" disabled="True" invalid="false" pressed="false">Save</button>
</generic>
<button name="Share Product configurations" id="1268" disabled="True" invalid="false">Share</button>
<generic id="1272">Final price will be calculated in Bag.</generic>
<generic id="1274">
<generic id="1275">
<generic id="1276">
<generic id="1278" />
</generic>
</generic>
</generic>
</generic>
<generic id="1299">
<generic id="1300">
<link name="Ask a Mac Specialist (Opens in a new window)" id="1302" invalid="false" focusable="True" labelledby="" />
</generic>
</generic>
<generic id="1311">
<heading id="1313" level="2">Set up your device with one-on-one sessions with a Specialist.</heading>
<paragraph id="1318">When you buy directly from Apple, you can get help transferring your data and making the most of your new device with our free online Personal Setup sessions.</paragraph>
<paragraph id="1323">
<button name="Learn more about Personal Setup" id="1324" focusable="True" hasPopup="dialog">Learn more about Personal Setup<generic id="1327"></generic>
</button>
</paragraph>
</generic>
<generic id="1333">
<heading id="1335" level="2">Your new Mac comes with so much more.</heading>
<image name="Apple TV+" id="1341" />
<heading id="1343" level="3">Apple TV</heading>
<paragraph id="1346">3 free months of original films and series.<superscript id="1350"> Footnote †</superscript>
</paragraph>
<image name="Apple Music" id="1357" />
<heading id="1359" level="3">Apple Music</heading>
<paragraph id="1362">3 free months of all your favorite songs — all ad-free.<superscript id="1366"> Footnote †</superscript>
</paragraph>
<image name="Apple Arcade" id="1373" />
<heading id="1375" level="3">Apple Arcade</heading>
<paragraph id="1378">3 free months of incredibly fun, uninterrupted gameplay.<superscript id="1382"> Footnote †</superscript>
</paragraph>
<image name="Apple News+" id="1389" />
<heading id="1391" level="3">Apple News+</heading>
<paragraph id="1394">3 free months of top stories from leading publications.<superscript id="1398"> Footnote †</superscript>
</paragraph>
</generic>
<generic id="1407">
<generic id="1408">
<heading id="1410" level="2">Students and educators — save on a new Mac for college.</heading>
<paragraph id="1413">Get special pricing in the Education Store.</paragraph>
<paragraph id="1416">
<link name="Shop now Students and educators — save on a new Mac for college." id="1417" focusable="True">Shop nowStudents and educators — save on a new Mac for college.<generic id="1433"></generic>
</link>
</paragraph>
</generic>
</generic>
<generic id="1437">
<list id="1438">
<listitem id="1439" level="1">
<heading name=" Frequently Asked Questions" id="1440" level="2">
<button id="1443" invalid="false" focusable="True" controls="content-:rt:-1">Frequently Asked Questions<image id="1449" />
</button>
</heading>
<generic id="1452">
<list id="1454">
<listitem id="1455" level="2">
<heading name=" I’m switching from a PC to a Mac. Is it easy to set up my new Mac and transfer my files?" id="1456" level="3">
<button id="1459" invalid="false" focusable="True">I’m switching from a PC to a Mac. Is it easy to set up my new Mac and transfer my files?<image id="1465" />
</button>
</heading>
</listitem>
<listitem id="1466" level="2">
<heading name=" Does Apple offer any special discounts or promotions to higher education students, parents, and teachers?" id="1467" level="3">
<button id="1470" invalid="false" focusable="True">Does Apple offer any special discounts or promotions to higher education students, parents, and teachers?<image id="1476" />
</button>
</heading>
</listitem>
<listitem id="1477" level="2">
<heading name=" What’s the fastest way to get my order, and what are my delivery options?" id="1478" level="3">
<button id="1481" invalid="false" focusable="True">What’s the fastest way to get my order, and what are my delivery options?<image id="1487" />
</button>
</heading>
</listitem>
<listitem id="1488" level="2">
<heading name=" Can I connect my Mac to additional displays?" id="1489" level="3">
<button id="1492" invalid="false" focusable="True">Can I connect my Mac to additional displays?<image id="1498" />
</button>
</heading>
</listitem>
<listitem id="1499" level="2">
<heading name=" What are my payment and financing options?" id="1500" level="3">
<button id="1503" invalid="false" focusable="True">What are my payment and financing options?<image id="1509" />
</button>
</heading>
</listitem>
<listitem id="1510" level="2">
<heading name=" How does Apple Trade In work?" id="1511" level="3">
<button id="1514" invalid="false" focusable="True">How does Apple Trade In work?<image id="1520" />
</button>
</heading>
</listitem>
<listitem id="1521" level="2">
<heading name=" What protection does AppleCare offer?" id="1522" level="3">
<button id="1525" invalid="false" focusable="True">What protection does AppleCare offer?<image id="1531" />
</button>
</heading>
</listitem>
<listitem id="1532" level="2">
<heading name=" Can I return or exchange my Mac?" id="1533" level="3">
<button id="1536" invalid="false" focusable="True">Can I return or exchange my Mac?<image id="1542" />
</button>
</heading>
</listitem>
</list>
</generic>
</listitem>
</list>
</generic>
</main>
<contentinfo name="" id="1543" labelledby="">
<heading id="1545" level="2">Footer</heading>
<heading id="1547" level="3">footnotes</heading>
<generic id="1552">
<list name="Footnotes" id="1554">
<listitem id="1555" level="1">Footnote ◊ Apple Card Monthly Installments (ACMI) is a 0% APR payment option that is only available if you select it at checkout in the U.S. for eligible products purchased at Apple Store locations, , the Apple Store app, or by calling 1-800-MY-APPLE, and is subject to credit approval and credit limit. See for more information about eligible products. Existing customers: See your Customer Agreement for your variable APR. As of January 1, 2026, the variable APR on new Apple Card accounts ranges from 17.49% to 27.74%. You must elect to use ACMI at checkout. If you buy an ACMI-eligible product with a one-time payment on Apple Card at checkout, that purchase is subject to your Apple Card’s variable APR, not the ACMI 0% APR. Taxes and shipping on items purchased using ACMI are subject to your Apple Card’s variable APR, not the ACMI 0% APR. In order to buy an iPhone with ACMI, you must select one of the following carriers (prepaid carrier plans are not supported): AT&T, Boost Mobile, T-Mobile, or Verizon. An iPhone purchased with ACMI is always unlocked, so you can switch carriers at any time, subject to your carrier’s terms. ACMI is not available for purchases made at the following special storefronts or when using these discounts in-store at Apple: Apple Employee Purchase Plan; participating corporate Employee Purchase Programs; Apple at Work for small businesses; Government and Veterans and Military Purchase Programs; or on refurbished devices. The last month’s payment for each product will be the product’s purchase price, less all other payments at the monthly payment amount. ACMI is subject to change at any time for any reason, including but not limited to installment term lengths and eligible products. See for more information about ACMI.<link name="apple.com (Opens in a new window)" id="1561" focusable="True">apple.com(Opens in a new window)</link>
<link name="here (Opens in a new window)" id="1566" focusable="True">here(Opens in a new window)</link>
<link name="the Apple Card Customer Agreement (Opens in a new window)" id="1571" focusable="True">the Apple Card Customer Agreement(Opens in a new window)</link>
<paragraph id="1577">To access and use all Apple Card features and products available only to Apple Card users, you must add Apple Card to Wallet on an iPhone or iPad that supports and has the latest version of iOS or iPadOS. Apple Card is subject to credit approval, available only for qualifying applicants in the United States, and issued by Goldman Sachs Bank USA, Salt Lake City Branch.</paragraph>
<paragraph id="1579">Apple Payments Services LLC, a subsidiary of Apple Inc., is a service provider of Goldman Sachs Bank USA for Apple Card and Savings accounts. Neither Apple Inc. nor Apple Payments Services LLC is a bank.</paragraph>
<paragraph id="1581">All communications from Apple and Goldman Sachs Bank USA about Apple Card (including transactional and marketing communications) and customer service support are available in English. Certain communications about Apple Card can be viewed in another language depending on your device language settings. If you reside in the U.S. Virgin Islands, American Samoa, Guam, Northern Mariana Islands, or U.S. Minor Outlying Islands, please call Goldman Sachs at 877-255-5923 with questions about Apple Card.</paragraph>
</listitem>
<listitem id="1583" level="1">Footnote ∆ Trade-in values will vary based on the condition, year, and configuration of your eligible trade-in device. Not all devices are eligible for credit. You must be at least the age of majority to be eligible to trade in for credit or for an Apple Gift Card. Trade-in value may be applied toward qualifying new device purchase, or added to an Apple Gift Card. Actual value awarded is based on receipt of a qualifying device matching the description provided when estimate was made. Sales tax may be assessed on full value of a new device purchase. In-store trade-in requires presentation of a valid photo ID (local law may require saving this information). Offer may not be available in all stores, and may vary between in-store and online trade-in. Some stores may have additional requirements. Apple or its trade-in partners reserve the right to refuse, cancel, or limit quantity of any trade-in transaction for any reason. More details are available from Apple’s trade-in partner for trade-in and recycling of eligible devices. Restrictions and limitations may apply.</listitem>
<listitem id="1588" level="1">Footnote § Service coverage is available only for covered devices and their original included accessories for protection against (i) defects in materials or workmanship, (ii) batteries that retain less than 80% of their original capacity, and (iii) unlimited incidents of accidental damage. Accidental Damage means physical damage from handling due to unexpected and unintentional events. If an iPad is covered in your plan, one compatible Apple Pencil and one compatible Apple-branded iPad keyboard used with your iPad are also covered. AppleCare One is subject to eligibility rules; additions to plan may require inspection and a diagnostic check: Devices must be less than 4 years old and headphones must be less than 1 year old, and only devices in your Apple Account can be covered under AppleCare One. Limit of one (1) Apple Vision Pro can be covered under AppleCare One at a time. Replacement equipment that Apple provides as part of the repair or replacement service may contain new or previously used genuine Apple parts that have been tested and pass Apple functional requirements. There are no service fees for mechanical failures. Each incident of accidental damage protection is subject to a service fee plus applicable tax. If you have a plan with theft and loss coverage, each incident of theft or loss is subject to a deductible plus applicable tax. For complete details, see the and the applicable to your state. For AppleCare+, see and the applicable to your state.<link name="AppleCare One Terms and Conditions (Opens in a new window)" id="1593" focusable="True">AppleCare One Terms and Conditions(Opens in a new window)</link>
<link name="Theft and Loss Insurance Documentation (Opens in a new window)" id="1598" focusable="True">Theft and Loss Insurance Documentation(Opens in a new window)</link>
<link name="Terms and Conditions (Opens in a new window)" id="1603" focusable="True">Terms and Conditions(Opens in a new window)</link>
<link name="Theft and Loss Insurance Documentation (Opens in a new window)" id="1608" focusable="True">Theft and Loss Insurance Documentation(Opens in a new window)</link>
</listitem>
<listitem id="1614" level="1">Footnote ± AppleCare One is a device protection program that provides combined benefits under AppleCare One and a theft, loss, and surge protection insurance policy. The company obligated under AppleCare One is AppleCare Service Company, Inc., an Arizona corporation and wholly owned subsidiary of Apple Inc., doing business in Texas as Apple CSC Inc. Theft, loss, and surge protection insurance coverage is underwritten by New Hampshire Insurance Company (NAIC# 23841; Principal Address 175 Water Street, 18th Floor, New York, NY 10038; Phone (212) 770-7000) and is sold by AppleCare Service Company, Inc. (in California doing business as Brogdan Insurance Services License #0L00763; Iowa License #26) and is sold in New York by Apple Inc. (License #926146). Theft, loss, and surge protection insurance coverage is provided under a group policy issued to AppleCare Service Company, Inc. in all states except New York, where the policy is issued to Apple Inc. Coverage is subject to applicable terms, conditions, and limitations. For complete details, please refer to the certificate of coverage for your state, available at .<link name="apple.com/legal/applecare/applecareone (Opens in a new window)" id="1619" focusable="True">apple.com/legal/applecare/applecareone(Opens in a new window)</link>
</listitem>
<listitem id="1624" level="1">Footnote † New and qualified returning subscribers only. $12.99/month after free trial. Apple TV subscription does not include third-party branded subscription services or content available for rental or purchase in the Apple TV app. Only one offer per Apple Account and only one offer per family if you’re part of a Family Sharing group, regardless of the number of devices that you or your family purchase. This offer is not available if you or your family have previously accepted an Apple TV subscription three months free or one year free offer. Offer good for three months after eligible device is activated. Plan automatically renews until cancelled. Restrictions and other apply.New subscribers only. $10.99/month after trial. Offer is available for new Apple Music subscribers with a new eligible device for a limited time only. Offer redemption for eligible audio devices requires connecting or pairing to an Apple device running the latest iOS or iPadOS. Offer redemption for Apple Watch requires connecting or pairing to an iPhone running the latest iOS. Offer good for three months after eligible device activation. Only one offer per Apple Account, regardless of the number of eligible devices you purchase. Plan automatically renews until cancelled. Restrictions and other apply.Apple Arcade offer available to new and qualified returning subscribers only. $6.99/month after free trial. Only one offer per Apple Account and only one offer per family if you’re part of a Family Sharing group, regardless of the number of devices you or your family purchases. This offer is not available if you or your family have previously accepted an Apple Arcade three months free offer. Offer good for 3 months after eligible device activation. Plan automatically renews until cancelled. Restrictions and other apply.Apple News+ offer available to new subscribers who purchase an eligible device on or after September 7, 2022. $12.99/month after trial. Only one offer per Apple Account and only one offer per family if you’re part of a Family Sharing group, regardless of the number of devices you or your family purchases. Offer good for 3 months after eligible device activation, from December 12, 2022. Plan automatically renews until cancelled. Restrictions and other apply.<link id="1629" focusable="True">terms</link>
<link id="1633" focusable="True">terms</link>
<link id="1637" focusable="True">terms</link>
<link id="1641" focusable="True">terms</link>
</listitem>
<listitem id="1644" level="1">Footnote ‡ Financing available to qualified customers, subject to credit approval and credit limit, and requires you to select Apple Card Monthly Installments (ACMI) as your payment type at checkout at Apple. Financing terms vary by product. Taxes and shipping on items purchased using ACMI are subject to your card’s variable APR, not the ACMI 0% APR. ACMI is not available for purchases made at special storefronts or when using such special discounts in-store at Apple, except ACMI is available at the Education storefront and with the Education discount. The last month’s payment for each product will be the product’s purchase price, less all other payments at the monthly payment amount. ACMI is subject to change at any time for any reason, including but not limited to installment term lengths and eligible products. See the for more information about ACMI.<link name="Apple Card Customer Agreement (Opens in a new window)" id="1649" focusable="True">Apple Card Customer Agreement(Opens in a new window)</link>
</listitem>
<listitem id="1654" level="1">Footnote 1. The displays on the 14-inch and 16-inch MacBook Pro have rounded corners at the top. When measured as a standard rectangular shape, the screens are 14.2 inches and 16.2 inches diagonally (actual viewable area is less).</listitem>
</list>
</generic>
<paragraph id="1662">1GB = 1 billion bytes and 1TB = 1 trillion bytes; actual formatted capacity less.</paragraph>
<paragraph id="1664">We approximate your location from your internet IP address by matching it to a geographic region or from the location entered during your previous visit to Apple.</paragraph>
<navigation name="Breadcrumbs" id="1666">
<link id="1667" focusable="True">Apple</link>
<generic id="1671">
<list id="1672">
<listitem id="1673" level="1">
<link id="1675" focusable="True">Mac</link>
</listitem>
<listitem id="1678" level="1">
<link id="1680" focusable="True">MacBook Pro</link>
</listitem>
<listitem id="1683" level="1">Buy MacBook Pro</listitem>
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</navigation>
<navigation name="More Links" id="1687">
<heading id="1690" level="3">Shop and Learn</heading>
<list id="1694">
<listitem id="1695" level="1">
<link id="1696" focusable="True">Store</link>
</listitem>
<listitem id="1699" level="1">
<link id="1700" focusable="True">Mac</link>
</listitem>
<listitem id="1703" level="1">
<link id="1704" focusable="True">iPad</link>
</listitem>
<listitem id="1707" level="1">
<link id="1708" focusable="True">iPhone</link>
</listitem>
<listitem id="1711" level="1">
<link id="1712" focusable="True">Watch</link>
</listitem>
<listitem id="1715" level="1">
<link id="1716" focusable="True">Vision</link>
</listitem>
<listitem id="1719" level="1">
<link id="1720" focusable="True">AirPods</link>
</listitem>
<listitem id="1723" level="1">
<link id="1724" focusable="True">TV & Home</link>
</listitem>
<listitem id="1727" level="1">
<link id="1728" focusable="True">AirTag</link>
</listitem>
<listitem id="1731" level="1">
<link id="1732" focusable="True">Accessories</link>
</listitem>
<listitem id="1735" level="1">
<link id="1736" focusable="True">Gift Cards</link>
</listitem>
</list>
<heading id="1740" level="3">Apple Wallet</heading>
<list id="1744">
<listitem id="1745" level="1">
<link id="1746" focusable="True">Wallet</link>
</listitem>
<listitem id="1749" level="1">
<link id="1750" focusable="True">Apple Card</link>
</listitem>
<listitem id="1753" level="1">
<link id="1754" focusable="True">Apple Pay</link>
</listitem>
<listitem id="1757" level="1">
<link id="1758" focusable="True">Apple Cash</link>
</listitem>
</list>
<heading id="1763" level="3">Account</heading>
<list id="1767">
<listitem id="1768" level="1">
<link id="1769" focusable="True">Manage Your Apple Account</link>
</listitem>
<listitem id="1772" level="1">
<link id="1773" focusable="True">Apple Store Account</link>
</listitem>
<listitem id="1776" level="1">
<link id="1777" focusable="True">iCloud.com</link>
</listitem>
</list>
<heading id="1781" level="3">Entertainment</heading>
<list id="1785">
<listitem id="1786" level="1">
<link id="1787" focusable="True">Apple One</link>
</listitem>
<listitem id="1790" level="1">
<link id="1791" focusable="True">Apple TV</link>
</listitem>
<listitem id="1794" level="1">
<link id="1795" focusable="True">Apple Music</link>
</listitem>
<listitem id="1798" level="1">
<link id="1799" focusable="True">Apple Arcade</link>
</listitem>
<listitem id="1802" level="1">
<link id="1803" focusable="True">Apple Fitness+</link>
</listitem>
<listitem id="1806" level="1">
<link id="1807" focusable="True">Apple News+</link>
</listitem>
<listitem id="1810" level="1">
<link id="1811" focusable="True">Apple Podcasts</link>
</listitem>
<listitem id="1814" level="1">
<link id="1815" focusable="True">Apple Books</link>
</listitem>
<listitem id="1818" level="1">
<link id="1819" focusable="True">App Store</link>
</listitem>
</list>
<heading id="1824" level="3">Apple Store</heading>
<list id="1828">
<listitem id="1829" level="1">
<link id="1830" focusable="True">Find a Store</link>
</listitem>
<listitem id="1833" level="1">
<link id="1834" focusable="True">Genius Bar</link>
</listitem>
<listitem id="1837" level="1">
<link id="1838" focusable="True">Today at Apple</link>
</listitem>
<listitem id="1841" level="1">
<link id="1842" focusable="True">Apple Camp</link>
</listitem>
<listitem id="1845" level="1">
<link id="1846" focusable="True">Apple Store App</link>
</listitem>
<listitem id="1849" level="1">
<link id="1850" focusable="True">Certified Refurbished</link>
</listitem>
<listitem id="1853" level="1">
<link id="1854" focusable="True">Apple Trade In</link>
</listitem>
<listitem id="1857" level="1">
<link id="1858" focusable="True">Financing</link>
</listitem>
<listitem id="1861" level="1">
<link id="1862" focusable="True">Carrier Deals at Apple</link>
</listitem>
<listitem id="1865" level="1">
<link id="1866" focusable="True">Order Status</link>
</listitem>
<listitem id="1869" level="1">
<link id="1870" focusable="True">Shopping Help</link>
</listitem>
</list>
<heading id="1875" level="3">For Business</heading>
<list id="1879">
<listitem id="1880" level="1">
<link id="1881" focusable="True">Apple and Business</link>
</listitem>
<listitem id="1884" level="1">
<link id="1885" focusable="True">Shop for Business</link>
</listitem>
</list>
<heading id="1889" level="3">For Education</heading>
<list id="1893">
<listitem id="1894" level="1">
<link id="1895" focusable="True">Apple and Education</link>
</listitem>
<listitem id="1898" level="1">
<link id="1899" focusable="True">Shop for K-12</link>
</listitem>
<listitem id="1902" level="1">
<link id="1903" focusable="True">Shop for College</link>
</listitem>
</list>
<heading id="1907" level="3">For Healthcare</heading>
<list id="1911">
<listitem id="1912" level="1">
<link id="1913" focusable="True">Apple in Healthcare</link>
</listitem>
<listitem id="1916" level="1">
<link id="1917" focusable="True">Health on Apple Watch</link>
</listitem>
<listitem id="1920" level="1">
<link id="1921" focusable="True">Health Records on iPhone</link>
</listitem>
</list>
<heading id="1925" level="3">For Government</heading>
<list id="1929">
<listitem id="1930" level="1">
<link id="1931" focusable="True">Shop for Government</link>
</listitem>
<listitem id="1934" level="1">
<link id="1935" focusable="True">Shop for Veterans and Military</link>
</listitem>
</list>
<heading id="1940" level="3">Apple Values</heading>
<list id="1944">
<listitem id="1945" level="1">
<link id="1946" focusable="True">Accessibility</link>
</listitem>
<listitem id="1949" level="1">
<link id="1950" focusable="True">Education</link>
</listitem>
<listitem id="1953" level="1">
<link id="1954" focusable="True">Environment</link>
</listitem>
<listitem id="1957" level="1">
<link id="1958" focusable="True">Inclusion and Diversity</link>
</listitem>
<listitem id="1961" level="1">
<link id="1962" focusable="True">Privacy</link>
</listitem>
<listitem id="1965" level="1">
<link id="1966" focusable="True">Racial Equity and Justice</link>
</listitem>
<listitem id="1969" level="1">
<link id="1970" focusable="True">Supply Chain</link>
</listitem>
</list>
<heading id="1974" level="3">About Apple</heading>
<list id="1978">
<listitem id="1979" level="1">
<link id="1980" focusable="True">Newsroom</link>
</listitem>
<listitem id="1983" level="1">
<link id="1984" focusable="True">Apple Leadership</link>
</listitem>
<listitem id="1987" level="1">
<link id="1988" focusable="True">Career Opportunities</link>
</listitem>
<listitem id="1991" level="1">
<link id="1992" focusable="True">Investors</link>
</listitem>
<listitem id="1995" level="1">
<link id="1996" focusable="True">Ethics & Compliance</link>
</listitem>
<listitem id="1999" level="1">
<link id="2000" focusable="True">Events</link>
</listitem>
<listitem id="2003" level="1">
<link id="2004" focusable="True">Contact Apple</link>
</listitem>
</list>
</navigation>
<paragraph id="2009">More ways to shop: or near you. Or call 1‑800‑MY‑APPLE.<link id="2011" focusable="True">Find an Apple Store</link>
<link id="2014" focusable="True">other retailer</link>
</paragraph>
<generic id="2020">
<link id="2021" focusable="True">United States</link>
</generic>
<generic id="2025">
<generic id="2026">Copyright © 2026 Apple Inc. All rights reserved.</generic>
<list id="2029">
<listitem id="2030" level="1">
<link id="2032" focusable="True">Privacy Policy</link>
</listitem>
<listitem id="2036" level="1">
<link id="2038" focusable="True">Terms of Use</link>
</listitem>
<listitem id="2042" level="1">
<link id="2044" focusable="True">Sales and Refunds</link>
</listitem>
<listitem id="2048" level="1">
<link id="2050" focusable="True">Legal</link>
</listitem>
<listitem id="2054" level="1">
<link id="2056" focusable="True">Site Map</link>
</listitem>
</list>
</generic>
</contentinfo>
</generic>
<generic id="2060">
<status id="2061" live="polite" atomic="True" relevant="additions text" />
<status id="2062" live="polite" atomic="True" relevant="additions text" />
<status id="2063" live="polite" atomic="True" relevant="additions text" />
<status id="2064" live="polite" atomic="True" relevant="additions text" />
<status id="2065" live="polite" atomic="True" relevant="additions text" />
<status id="2066" live="polite" atomic="True" relevant="additions text" />
<status id="2067" live="polite" atomic="True" relevant="additions text" />
</generic>
</generic>
</RootWebArea>{
"explanation": "**Performing color selection**\n\nI need to click on the \"Space Black\" color option. Let's identify the element in the ARIA tree, where the color options seem to be grouped. It looks like there's a list item for \"Space Black\" with the appropriate ID. To click this option, I should target the radio input or its label. So, I’ll use the ClickTool on element ID 528, ensuring it's enabled first. I’ll proceed with that action now!",
"performed_steps": [
{
"name": "Click on \"Space Black\" color option",
"tools": [
"ClickTool(id='528')"
]
}
],
"changes": "URL did not change. The page flow remains on the product detail but the heavy content block was collapsed. You’re still on the MacBook Pro page, but the long nested detail set (previously including a product link, financing text, footnotes, and delivery/shipping options) was removed, leaving only a simple heading and a compact price line. In the after state, the content is simplified to a heading \"Buy MacBook Pro\" and a single price line with the footnote marker, plus a small empty generic placeholder; the extensive feature and shipping list that used to appear beneath the heading is no longer present."
}{
"explanation": "**Executing chip selection**\n\nI need to click on the \"M4 Max chip\" option. In the ARIA tree, there are two options under the Chip group: M4 Pro chip and M4 Max chip. The IDs for these options are 527-533 for M4 Pro and 564-570 for M4 Max. So, I’ll click on the M4 Max chip, which is represented by ID 565. I'll use functions.ClickTool with that ID to confirm the action. Let's keep it simple with just one tool call.",
"performed_steps": [
{
"name": "Click on \"M4 Max chip\" option",
"tools": [
"ClickTool(id='565')"
]
}
],
"changes": "URL did not change. A product detail view appears under the main content, replacing a placeholder generic block. The page now presents an interactive MacBook Pro section with a focusable product link and expanded pricing/financing information. Key content changes include a new focusable \"MacBook Pro\" link, a refined price line showing \"From $2499 or $208.25 per month for 12 months\" with a footnote, and a newly added delivery/shipping options list (2-hours delivery, Free shipping, Pick up from Store) presented as a structured list. The overall detail blocks are more nested and content-rich compared to the previous minimal placeholders."
}{
"explanation": "**Navigating storage options**\n\nI need to scroll down to the memory and storage configuration options where I’ll select 64GB unified memory and a 1TB SSD. In the ARIA tree, I noted the headings for “Unified Memory” and “SSD Storage” around specific IDs. However, there aren’t interactive elements currently visible for 64GB or 1TB in the snippet. I’ll simulate scrolling to find those options by using the ScrollTool, targeting the memory section with the relevant ID. **Planning memory selection**\n\nI found that the memory heading ID is 702, while the \"SSD Storage\" heading is also at ID 702, and the unified memory heading ID is 692. I need to scroll to ID 692 for the memory section, but it seems I can't see the radio options for 64GB unified memory or the 1TB SSD in the ARIA tree. I’ll make an assumption that those radio elements exist but aren't visible right now. I'll proceed cautiously, plan to use the ClickTool for interaction, and ask for confirmation or additional info from the user. **Outlining selection steps**\n\nI can start by scrolling to ID 692 for the Unified Memory heading, then to ID 702 for the SSD Storage section. Since I don’t have the exact element IDs for the 64GB and 1TB options, I’ll ask for clarification and confirm if there are any radio buttons available. I could suggest clicking a generic \"64GB\" label if that exists and explore using keyboard navigation like Tab and Enter, but that might not be reliable. I'll layout my plan clearly for the user. **Executing selection steps**\n\nAfter moving to the SSD Storage section, I need to follow a similar approach for the 1TB SSD. I plan to perform two ScrollTool calls: first, to ID 692 for the Unified Memory, and then to ID 702 for the SSD Storage. To ensure robust navigation, I can use the PressKeyTool to focus on options using the Tab key and select with Enter. I’ll structure these steps sequentially to execute the task effectively. Here’s my plan: scroll, Tab, Enter, scroll again, and repeat the Tab and Enter for the SSD. Let's move forward with this!",
"performed_steps": [
{
"name": "Scroll down to find memory and storage configuration options, then select 64GB unified memory and 1TB SSD",
"tools": [
"ScrollTool(id='692')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "**Navigating to URL**\n\nI’m focusing on getting to the URL by using the NavigateToUrlTool. It's straightforward; just call the function and provide the specific URL. Confirmation might be a next step, but for now, it's simply about calling the navigate function. I want to make sure this process is as smooth as possible, so I’ll ensure there are no extra actions needed after that. Let’s get this done efficiently!",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/shop/product/MX2Y3LL/A or find the specific product page for MacBook Pro 16-inch M4 Max 64GB 1TB",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/product/MX2Y3LL/A')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/buy-mac/macbook-pro/16-inch-space-black-standard-display-apple-m4-pro-chip-14-core-cpu-20-core-gpu-48gb-memory-512gb-storage. The page updated to reflect a more detailed product presentation for the MacBook Pro. The product title now includes full spec details and a higher price entry appears (from $2,499 to $2,899) with updated monthly financing text. Key visible changes group into: updated color and display options (Space Black now shown as selected; Standard/Nano-texture display options with new labeling); chip options expanded (M4 Pro highlighted as selected and M4 Max described with new pricing/terms); and new customization sections added, including a complete “What’s in the Box” list and a detailed breakdown of the final configuration, price, and financing footnotes. Additionally, several interactive controls were enabled (buttons and radios) and a gallery item ID reference was updated, with a new gallery status update message added."
}{
"explanation": "**Selecting M4 Max chip**\n\nI need to select the M4 Max chip option in the ARIA tree. There’s a group for chips with two radio buttons, one for the M4 Pro, which is checked, and the M4 Max, which isn’t. I’ll click the radio button labeled \"M4 Max chip\" with the ID 554. Using functions.ClickTool with that ID seems like the right choice. After that, I’ll confirm the result to ensure everything went smoothly. Let's proceed with this single tool call!",
"performed_steps": [
{
"name": "Select M4 Max chip option",
"tools": [
"ClickTool(id='554')"
]
}
],
"changes": "URL did not change. A user navigated from a generic main area to a detailed product page for the MacBook Pro, and the page was expanded with richer product details and options. The changes introduce a more prominent purchase section with updated pricing phrasing and a new multi-tier display of the MacBook’s chip options and related content. Key content updates include a new gallery/visual area concept (replacing a simple gallery snippet with a more descriptive flow about Apple M4 chips), a new “Select your processing power” grouping with several radio choices, and multiple preinstalled-software/license options that become disabled. Several previously active controls and sections (like editing memory/SSD, trade-in, trade-in steps, and some preinstall options) were disabled or repurposed, and the main heading was updated to “Your new MacBook Pro awaits.” The live status at the end also notes that the gallery was updated with new chip information."
}{
"explanation": "**Selecting M4 Max chip**\n\nI need to choose the \"M4 Max chip with 16-core CPU and 40-core GPU\" option from the ARIA tree. I see there's a radio input with the id 694, labeled with \"16‑core CPU, 40‑core GPU+ $300.00.\" First, I'll check if it’s already selected—it's not checked. So, I’ll use the ClickTool to select it, rather than using the TypeTool. Since it’s just a single action, there’s no need for parallel execution. I’ll proceed to confirm the selection.",
"performed_steps": [
{
"name": "Select \"M4 Max chip with 16-core CPU and 40-core GPU\" option",
"tools": [
"ClickTool(id='694')"
]
}
],
"changes": "URL did not change. Navigation to the MacBook Pro product/configuration area shows a pricing rewrite and several interactive controls becoming available. The price blocks were updated from “From $3499 or $291.58 per month for 12 months Footnote ‡” to a single higher price display of “$3999 for 12 months or $333.25 per month” with the footnote moved into a superscript, tightening the presentation of the financing note. Across the customization and options sections, several controls were updated to be focusable and enabled (previously disabled ones became active), and new Edit options were added for memory, storage, and keyboard with corresponding labels. Content wording around component options was adjusted (e.g., unified memory, SSD storage, and keyboard labels), and the Learn More license link became enabled. Overall, pricing, per-option visibility, and several interactive edits are now more accessible and actionable."
}{
"explanation": "**Selecting memory option**\n\nI need to select the 64GB unified memory option. The ARIA tree has a Unified Memory section showing options for 48GB, 64GB, or 128GB. There's a \"Unified Memory\" group with an edit button. However, I don’t see a specific radio option for 64GB in the current view, so I’ll likely need to click the \"Edit Unified Memory\" button to find it in a modal. My next step is to click that button to proceed. **Executing memory selection**\n\nAfter clicking, I may need to select the 64GB radio option, but I can’t reference the specific element yet. The user wants me to select 64GB, so my next step will be to click \"Edit Unified Memory\" to view the options. If a radio for 64GB appears, I’ll select it. I realize this will require two tool calls, but I’ll proceed with the first click and then inform the user to confirm the next step. Let's go ahead with that first action.",
"performed_steps": [
{
"name": "Select 64GB unified memory option",
"tools": [
"ClickTool(id='744')"
]
}
],
"changes": "URL did not change. You navigated into a product gallery view for the MacBook Pro, switching from a generic product area to an interactive image gallery. The UI now includes a horizontal tablist with four tabs (Gallery Image 1–4), current image details inside a tabpanel showing a descriptive image, and Previous/Next navigation buttons. Content changes focus the memory options and helper text: the memory area is restructured into a selectable group with radios for 48GB, 64GB (+$200), and 128GB (+$1,000), plus descriptive labels and a new “Not sure how much memory to get?” help button that opens more information. A live status update also appears, announcing that the gallery has been updated to reflect the 16-inch MacBook Pro details."
}{
"explanation": "**Selecting memory option**\n\nI need to choose the 64GB memory radio option. There’s a group called \"Select your memory\" that includes 48GB, 64GB for an additional $200, and 128GB for $1,000. To select the 64GB option, I'll identify its element ID, which is 780 for the generic radio. It’s not checked yet, so I’ll need to click that radio button using ClickTool with the same ID. After that, I’ll confirm the selection. Let’s go ahead with this!",
"performed_steps": [
{
"name": "Select the 64GB memory radio option",
"tools": [
"ClickTool(id='780')"
]
}
],
"changes": "URL did not change. A pricing and configuration update occurred on the MacBook Pro product page. The page now shows higher price points and monthly payment amounts in multiple sections. Key content changes include:\n- Price and financing updates: the base price and monthly payment figures were raised from $3,999 / $333.25 per month to $4,199 / $349.91 per month in several locations, including the main product area and the “Your new MacBook Pro awaits” section.\n- Memory configuration changes: memory options were revised to show 64GB as the default (selected) option, with 48GB now labeled with a price adjustment as “48GB − $200.00” and 128GB listed as “128GB+ $800.00” instead of the previous amounts. The 64GB option is now the selected radio, and the labels were updated for consistency and punctuation."
}{
"explanation": "**Selecting SSD storage option**\n\nI need to choose the 1TB SSD storage option. On the page, there's an SSD Storage section that lists 1TB among options ranging from 1TB to 8TB. There's a generic ID for 1TB, likely indicating the current selection. I see an Edit SSD Storage button, which I assume I need to click to open the options. My next steps will be to click that button and ensure I select the 1TB option, even if it's the current selection. **Choosing the 1TB option**\n\nNext, I need to select the 1TB option. It seems to be the current one, identified by 833, but I want to make sure. There’s a “Current” block and another saying \"Available in 1TB to 8TB.\" It’s possible I need to click the 1TB label. I can click the Edit SSD Storage button, which has an ID of 840. After that, I might see a list of options with radio buttons. For now, I’ll click the edit button. **Proceeding with storage selection**\n\nI need to take action. First, I’ll click the Edit SSD Storage option. After that, I will attempt to click the “1TB” option by selecting the element with the ID 833. This involves two steps: clicking ID 840 for editing and then clicking ID 833 to choose 1TB. Although I'm considering whether to use a parallel approach, it seems best to perform these actions sequentially. I’ll execute these two clicks now!",
"performed_steps": [
{
"name": "Select 1TB SSD storage option",
"tools": [
"ClickTool(id='840')"
]
}
],
"changes": "URL did not change. The changes introduce a shift from a multi-option memory picker to a storage-focused config, while keeping a simplified memory line. The explicit memory options (48GB, 64GB, 128GB) and the related Learn-more UI are removed; instead the memory section now only shows a single line stating available memory options. For storage, a new “Select your storage.” group appears with multiple radio choices (1TB Included, 2TB, 4TB, 8TB) and 1TB is selected by default. The Edit SSD Storage button now appears focused, and the existing Learn-more dialog for storage remains, along with the “Not sure how much storage to get?” help flow. The overall result centers more on a clear storage selection while streamlining memory presentation."
}$4199
Check passed! From the ARIA tree, under Display/SSD Storage -> Select your storage, the 1TB Included option has a radio input with checked="true", indicating it is selected by default.
Driver python-1772482142 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772482142 Token usage statistics: - Total: 222571 tokens (217293 input, 5278 output) - Cached: 1372 tokens (1006 input, 366 output)








Chrome driver started successfully (driver_id: python-1773613776) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to the given URL using the NavigateToUrlTool. However, this seems straightforward since the instruction focuses on navigating rather than complicating the process with additional reasoning. I can just call the tool and then confirm once it’s done. I’ll make sure to execute that smoothly and efficiently. Alright, let’s go ahead and use functions.NavigateToUrlTool!",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/shop/buy-iphone",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/buy-iphone')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/buy-iphone. A large page load occurred: the root area that was previously an empty focusable root now contains a full Apple Store page structure with navigation, main content, and a footer. The UI now presents a populated global navigation, local navigation, product listings (iPhone models, colors, pricing, and buy buttons), accessory sections, setup/support content, and multiple footnotes. Key changes include a comprehensive footer/footnotes section, a Breadcrumbs trail, and extensive \"Shop and Learn\" and \"The iPhone Experience\" content blocks. Accessibility updates also add several aria-like status elements indicating polite live-region updates, reflecting that new content is dynamically announced."
}['iPhone 17 Pro & iPhone 17 Pro Max — From $1099 or $45.79 per month for 24 months', 'iPhone Air — From $999 or $41.62 per month for 24 months', 'iPhone 17 — From $799 or $33.29 per month for 24 months', 'iPhone 17e - NEW — From $599 or $24.95 per month for 24 months', 'iPhone 16 & iPhone 16 Plus — From $699 or $29.12 per month for 24 months']
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/iphone-17-pro/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/iphone-17-pro/')"
]
}
],
"changes": "URL changed to https://www.apple.com/iphone-17-pro/. The page was significantly transformed from a generic iPhone purchase flow into an expansive product-detail experience for the iPhone 17 Pro family. The top-level title now highlights iPhone 17 Pro and Pro Max, and the navigation structure expands with Global and local menus, plus a full environment/values/content layout. Key content changes include extensive new sections: a prominent product hero with price and Buy action, a Highlights gallery with tabs, an in-depth Design/Camera/Performance suite, and a large Environmental/Apple Values area. The UI also adds a richer Footer/Directory, environment reports, and multiple new galleries and compare/buy options, replacing the prior minimal or placeholder navigation."
}The requested information was not found in the provided webpage content or ARIA tree.
NOOP
{
"explanation": "**Scrolling for price section**\n\nI need to figure out how to scroll down to find the price section. We have a few scroll options, but I should probably use an element ID. The price section states, \"From $1099 or $45.79/mo. for 24 mo.\" and it looks like it's in a paragraph with ID 381, which is definitely something we can scroll to. So, I think I'll go ahead and use the scroll function for that ID. **Navigating to price section**\n\nI'm deciding to scroll to the main heading area, specifically to ID 315 first. However, I need to find the price section, so scrolling to ID 373 could be a good option. But I think it's best to scroll to ID 381 to make sure that section is fully visible. I just want to make one tool call for this, so let's go ahead and perform that action!",
"performed_steps": [
{
"name": "Scroll down to find the price section on the page",
"tools": [
"ScrollTool(id='315')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}$1099
Driver python-1773613776 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1773613776 Token usage statistics: - Total: 183890 tokens (181640 input, 2250 output) - Cached: 686 tokens (503 input, 183 output)




Chrome driver started successfully (driver_id: python-1772300706) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a URL using the NavigateToUrlTool. I'll provide the URL and then confirm that the navigation was successful. It seems straightforward since I only need to call one tool with functions.NavigateToUrlTool and the specific URL. There’s no need to complicate things with multiple tools here. I’ll just get this done and then respond with a confirmation. Let’s perform that action!",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/')"
]
}
],
"changes": "URL changed to https://www.apple.com/. The page was expanded from a minimal focus area to a full Apple homepage experience. A global header and large Apple title appear, followed by a comprehensive navigation with product categories (iPhone, iPad, Mac, Apple Watch, TV, etc.) and shopping bag controls. The main content now includes multiple product sections (iPhone, iPad Air, Apple TV, MacBook Pro, Apple Watch, AirPods Pro 3, and more) with descriptions, action links (Learn more, Shop, Buy), and accompanying imagery. The layout also adds an Endless Entertainment gallery with a tab strip, gallery groups, and a rich footer containing extensive navigational links, account, entertainment, store, and policy items."
}{
"explanation": "**Navigating to AirPods section**\n\nI need to find the AirPods section on the Apple website by searching for \"AirPods\" in the navigation menu. My next steps involve either clicking the AirPods link or opening the menu button for AirPods. The link and button have specific IDs that I’ll use for the tool call. I’ll choose to click on the link associated with ID 153 since that should lead me directly to the AirPods page. Lastly, I’ll perform the tool call now.",
"performed_steps": [
{
"name": "Navigate to the AirPods section on the Apple website - look for AirPods in the navigation menu",
"tools": [
"ClickTool(id='153')"
]
}
],
"changes": "URL changed to https://www.apple.com/airpods/. User navigated from a generic Apple homepage to a focused AirPods product area. The UI now presents a dedicated AirPods hub with a new AirPods family navigation and a richer product grid, including AirPods Pro 3, AirPods 4, and AirPods Max, plus detailed pricing, features, and buy/learn links. Key content changes group into a new AirPods showcase: a prominent heading, individual product blocks with summaries, images, and action links; a new “Which AirPods are right for you?” intro with a Learn more link; and expanded footer/footer-like content added to the contentinfo region, including fast delivery, payment options, and support sections. Additionally, breadcrumbs and a dedicated Apple Directory navigation appear, and the root area name shifts from a generic “Apple” to “AirPods - Apple,” with an extra root wrapper removed at the end."
}['AirPods Pro 3: The world’s best in-ear Active Noise Cancellation.; Heart rate sensing during workouts; Adaptive Audio and Transparency mode; Personalized Spatial Audio with dynamic head tracking', 'AirPods 4: Iconic. Now supersonic.; Starting at $129; With Active Noise Cancellation $179; Up to 5 hours of listening time on a single charge; Personalised Spatial Audio with dynamic head tracking', 'AirPods Max: The ultimate over-ear listening experience.; Pro-level Active Noise Cancellation; Transparency mode; Personalized Spatial Audio with dynamic head tracking; Up to 20 hours of listening time on a single charge with Active Noise Cancellation']
Driver python-1772300706 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772300706 Token usage statistics: - Total: 24747 tokens (22774 input, 1973 output) - Cached: 0 tokens (0 input, 0 output)














Chrome driver started successfully (driver_id: python-1772300768) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/ipad/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/ipad/')"
]
}
],
"changes": "URL changed to https://www.apple.com/ipad/. The overall page expanded from a bare root to a full iPad landing experience with extensive navigation and content areas. A Global Apple directory and a rich main navigation were introduced, plus a product-family section, feature galleries, and multiple “Learn more/Buy” interactive items across iPad models. Key content changes include detailed sections such as Explore the lineup (iPad Pro, Air, iPad, iPad mini), Why Apple is the best place to buy iPad (card installments, trade-in, education pricing, setup, delivery), and Get to know iPad with apps, intelligence, productivity, creativity, learning, entertainment, and accessories. The Apple Footer and a comprehensive Apple Directory/Breadcrumbs structure were added, along with a live alert element at the end."
}['iPad Pro — The ultimate iPad experience with the most advanced technology', 'iPad Air — Serious performance in a thin and light design', 'iPad — The colorful, all‑screen iPad for the things you do every day', 'iPad mini — The full iPad experience in an ultraportable design']
{
"explanation": "**Deciding on the right link**\n\nI need to click the \"Learn more\" link for the iPad Pro, but there’s some confusion. In the ARIA tree, there are two links: one that says \"Learn more, iPad Pro\" and another that just says \"Learn more.\" The instruction seems to be indicating the second link, but both are still related to the iPad Pro. It's unclear which one to choose; I want to make sure I make the right selection! **Choosing the safer option**\n\nI think the first link that explicitly mentions \"iPad Pro\" is the safer choice. Since the user asked for the \"Learn more\" link specifically for the iPad Pro, I’ll go ahead and click on the first link, which has the text \"Learn more\" under iPad Pro with id 387. Now, I’ll perform the click using the tool on element id 387. It seems like this is the correct move, so let's do it!",
"performed_steps": [
{
"name": "Click on \"Learn more\" link for iPad Pro",
"tools": [
"ClickTool(id='387')"
]
}
],
"changes": "URL changed to https://www.apple.com/ipad-pro/. The UI was updated to move from a generic iPad landing to a full iPad Pro product experience with a richer navigation structure. A Global navigation menu and a Local navigation region were introduced, including multiple nested lists, tabs, and interactive buttons for exploring product categories and the highlights gallery. Key content changes include a new iPad Pro main section with a heading, hero image, Buy button, and a Highlights tabbed gallery with Play/Next controls; a detailed product gallery with color options, specs, and feature panels; and expanded sections on environment values, privacy, accessibility, and other Apple values. The previous, large Apple homepage-style content was replaced with focused product content, values galleries, and an index/footer layout that emphasizes product exploration and support links (e.g., Explore all iPad, Buy iPad Pro, Previous/Next galleries, Learn more)."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using a tool called NavigateToUrlTool. It's pretty straightforward: I'll just perform a single call to navigate there. It might be a good idea to verify that the page has fully loaded before confirming, but I think I can keep things simple and just focus on navigating first. After that, I’ll respond to the user. It's all about keeping the steps minimal!",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/ipad-pro/specs/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/ipad-pro/specs/')"
]
}
],
"changes": "URL changed to https://www.apple.com/ipad-pro/specs/. The page was updated to present a dedicated Technical Specifications view for the iPad Pro. The top-level area title was expanded from “iPad Pro - Apple” to “iPad Pro - Technical Specifications - Apple,” signaling a shift to a specs-focused layout. Key content changes include a large, structured specifications table replacing the prior hero content, with detailed models, finishes, capacities, display specs, performance, connectivity, and more. Navigation updates convert some items to focusable links (Overview now focusable; Tech Specs became disabled in one spot, likely reflecting a tab-like behavior), and the Breadcrumbs now make “iPad Pro” a link and insert a new “Tech Specs” item in the breadcrumb trail. The footer/footnotes section also receives expanded, formatted entries and new utility links."
}['Model name(s) and year: iPad Pro 11-inch', 'iPad Pro 13-inch', 'Year: not explicitly stated in the material (NOOP)']
['iPad Pro 11-inch: 256GB', '512GB', '1TB', '2TB', 'iPad Pro 13-inch: 256GB', '512GB', '1TB', '2TB']
Apple M5 chip
11‑inch iPad Pro: Size 11‑inch; Resolution 2420-by-1668‑pixel at 264 ppi; Technology Tandem OLED (Ultra Retina XDR display); SDR brightness 1000 nits max; XDR brightness 1000 nits max full screen, 1600 nits peak (HDR content only); Minimum brightness 1 nit; Contrast ratio 2,000,000:1; Features include ProMotion, Wide color (P3), True Tone, fingerprint‑resistant oleophobic coating, fully laminated, anti‑reflective coating, Nano‑texture option on appropriate models, supports Apple Pencil Pro and Apple Pencil (USB‑C), Pencil hover. 13‑inch iPad Pro: Size 13‑inch; Resolution 2752-by-2064‑pixel at 264 ppi; Technology Tandem OLED (Ultra Retina XDR display); SDR brightness 1000 nits max; XDR brightness 1000 nits max full screen, 1600 nits peak (HDR content only); Minimum brightness 1 nit; Contrast ratio 2,000,000:1; Features include ProMotion, Wide color (P3), True Tone, fingerprint‑resistant oleophobic coating, fully laminated, anti‑reflective coating, Nano-texture display glass option on 1TB and 2TB models, supports Apple Pencil Pro and Apple Pencil (USB‑C), Pencil hover.
NOOP
['Wi‑Fi 7 (802.11be) with 2x2 MIMO', 'Bluetooth 6', '5G (sub‑6 GHz) with 4x4 MIMO; Gigabit LTE with 4x4 MIMO']
['Rear camera: 12MP Wide camera, ƒ/1.8 aperture', 'Digital zoom up to 5x', 'Five‑element lens', 'Adaptive True\xa0Tone flash', 'Panorama (up to 63MP)', 'Sapphire crystal lens cover', 'Autofocus with Focus Pixels', 'Smart HDR 4', 'Wide color capture for photos and Live\xa0Photos', 'Advanced red-eye correction', 'Photo geotagging', 'Auto image stabilization', 'Burst mode', 'Image formats captured: HEIF and JPEG', 'Front (TrueDepth) Camera: Landscape 12MP Center Stage camera', 'ƒ/2.0 aperture', 'Portrait mode with advanced bokeh and Depth Control', 'Portrait Lighting with six effects (Natural, Studio, Contour, Stage, Stage Mono, High‑Key Mono)', 'Animoji and Memoji', 'Smart HDR 4', '1080p HD video recording at 25 fps, 30 fps, or 60 fps', 'Time‑lapse video with stabilization', 'Extended dynamic range for video up to 30 fps', 'Cinematic video stabilization (1080p and 720p)', 'Wide color capture for photos and Live\xa0Photos', 'Lens correction', 'Retina Flash with True Tone', 'Auto image stabilization', 'Burst mode']
NOOP
['10 hours', '9 hours']
Driver python-1772300768 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772300768 Token usage statistics: - Total: 268047 tokens (259950 input, 8097 output) - Cached: 0 tokens (0 input, 0 output)







Chrome driver started successfully (driver_id: python-1772300987) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/shop/buy-mac/macbook",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/buy-mac/macbook')"
]
}
],
"changes": "URL changed to https://www.apple.com/mac/. The page updated from a generic starting area to a full Apple Mac landing experience, introducing a named Mac - Apple RootWebArea with extensive global and product navigation. The content now includes a comprehensive Mac product lineup (MacBook Air/Pro, iMac, Mac mini, Studio, Pro, Studio Display, etc.), a multi-tab explore section, and detailed product cards with Learn more and Buy actions, plus a “Why Apple” gallery and “Get to know Mac” features. Additionally, the UI now presents a rich footer and directory/navigation structure (Apple Directory, BreadCrumbs, Footnotes, Education and Business sections, etc.), plus multiple new interactive regions like carousels, Previous/Next controls, and a Help/Shop cluster. An assertive live region alert was added for dynamic updates, highlighting an emphasis on accessibility for real-time content changes."
}['MacBook Air — M4 chip; Strikingly thin and fast so you can work, play, or create anywhere.', 'MacBook Pro — M5, M4 Pro, or M4 Max chip; The most advanced Mac laptops for demanding workflows.']
{
"explanation": "",
"performed_steps": [
{
"name": "Click \"Learn more\" link for MacBook Pro",
"tools": [
"ClickTool(id='548')"
]
}
],
"changes": "URL changed to https://www.apple.com/macbook-pro/. Navigated from a broad Apple homepage view to a focused MacBook Pro product page. The UI now centers on the MacBook Pro with a redesigned Global navigation expanded into multiple product-focused menus and a Local navigation that highlights the MacBook Pro section. Key content changes include a new product overview with Buy and Learn options, a multi-section layout (Get the highlights, Take a closer look, Performance, AI, Battery, macOS Tahoe, Continuity, Apps, Display, Camera, Ports and Connectivity, Security, environment and values), and a sustainability/ENV gallery. The Footer area has been reworked into an Apple Footer with footnotes, product credits, and extensive policy links, while new interactive elements appear throughout (e.g., Buy MacBook Pro, Compare all Mac models, Learn more about Apple Intelligence, and various section-specific tabs)."
}['MacBook Pro 14” and 16” with M5, M4 Pro, or M4 Max chip', 'M5', 'M4 Pro', 'M4 Max', 'Up to 64GB unified memory', 'Up to 8TB SSD', 'Apple Intelligence', 'Liquid Retina XDR display with ProMotion (up to 120Hz)', 'Center Stage camera', 'Thunderbolt 4/Thunderbolt 5 (depending on chip)', 'Continuity and related ecosystem features']
{
"explanation": "**Navigating to a URL**\n\nI need to navigate to a specific URL, so I’ll use the NavigateToUrlTool for that. It seems straightforward. After I’ve set it up, I’ll confirm that I’m executing this step. I want to keep the reasoning minimal; it’s just about getting to the right place online. Once that's done, I’ll go ahead and call the tool. Let’s get this done efficiently!",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/macbook-air/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/macbook-air/')"
]
}
],
"changes": "URL changed to https://www.apple.com/macbook-air/. The UI now centers on MacBook Air instead of MacBook Pro, indicating a navigation shift to a product-page for the Air line. The top-level area and many navigational links were renamed to reference Air (e.g., the RootWebArea title, local navigation links, and Buy MacBook Air buttons replace Pro versions). Key content follows suit: headings, imagery, and product details were rewritten to highlight Air-specific features, pricing, colors, and configuration options (including Air-only chip references like M4, Air design/gallery sections, and Air trade-in/education content). The Pro‑branded sections and many Pro-specific galleries and specifications were removed or replaced with Air-focused equivalents, while a new “MacBook Air vs. environment/values” content cluster and footer options were added."
}['MacBook Air 13” and 15” M4 chip', 'Apple M4 chip', '16GB to 32GB unified memory', '256GB to 2TB storage', '13.6-inch or 15.3-inch Liquid Retina display', 'Apple Intelligence', 'Liquid Retina display', 'Neural Engine', 'Touch ID', 'MagSafe charging cable', 'Up to 18 hours of battery life']
Driver python-1772300987 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772300987 Token usage statistics: - Total: 125623 tokens (121280 input, 4343 output) - Cached: 0 tokens (0 input, 0 output)




































Chrome driver started successfully (driver_id: python-1772327710) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to use the NavigateToUrlTool to go to the specified URL. Then, I'll respond by confirming that I've navigated successfully. It's a straightforward process, so I won't use any parallel operations. I just need to call the tool and provide the URL clearly. Once that's done, I'll wrap it up with a final confirmation. Let's get this done!",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/shop/ipad",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/ipad')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/buy-ipad. The UI now navigates from a generic starting area to a dedicated Buy iPad page. The after tree introduces a full Apple storefront layout with a global navigation, a Shop iPad section, and a detailed main area. Key content changes include a complete product catalog with multiple iPad models (iPad Pro, iPad Air, iPad, iPad mini), their available colors, prices, and Buy buttons (e.g., Buy - iPad Pro, Buy - iPad Air, Buy - iPad). The page also adds extensive sections like Shopping Guides, Ways to Save, Accessories, and Setup and Support, plus a Breadcrumbs area and a footer with footnotes and policy links, creating a richer, browsable shopping experience."
}['iPad Pro — Starting price $999 — Storage: not listed', 'iPad Air — Starting price $599 — Storage: not listed', 'iPad — Starting price $349 — Storage: not listed', 'iPad mini — Starting price $499 — Storage: not listed']
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/ipad/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/ipad/')"
]
}
],
"changes": "URL changed to https://www.apple.com/ipad/. Apple’s iPad product page was largely rebuilt. The global navigation was restructured from a single “Global” menu into a dedicated Apple Directory with Store/Mac/iPad/etc links and a more explicit “Shop and Learn” structure, plus an added Shopping Bag control and other header items. On the content, the previous dense model gallery was replaced with a guided, sectioned layout: new headings like “iPad,” “Explore the lineup,” and individual product cards (iPad Pro, iPad Air, iPad, iPad mini) with images, learn-more/buy actions, and feature lists. Several long lists of models and accessories were collapsed into grouped galleries (e.g., “Explore the lineup,” “Keyboards for iPad,” “Get to know iPad”) and consumer‑facing notes/footnotes were moved behind dedicated sections. The footer area was kept but expanded into a comprehensive Apple Directory of services and policies, and an accessibility status element was changed from multiple polite status markers to a single assertive alert."
}['iPad Pro — Price: From $999; Colors: space black, silver', 'iPad Air — Price: From $599; Colors: space gray, blue, purple, starlight', 'iPad (A16) — Price: From $349; Colors: blue, pink, yellow, silver', 'iPad mini — Price: From $499; Colors: space gray, blue, purple, starlight']
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/ipad-pro/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/ipad-pro/')"
]
}
],
"changes": "URL changed to https://www.apple.com/ipad-pro/. The page was largely reorganized to present a full product detail view for iPad Pro rather than a generic iPad hub. A Global navigation region was introduced with multiple product and category tabs, and a Local/navigation block now surfaces a focused iPad Pro section with a Buy link and a prominent product hero. Major content changes include a new iPad Pro hero area (title, brief copy, image, Buy link, and price line), a highlights gallery with tabs and a close-up media gallery, and several new product detail sections (Tech Specs, M5 chip, Apple Pencil Pro, Magic Keyboard, camera system, connectivity, etc.). The layout also adds new “Take a closer look” and environment/values sections, plus Next/Previous controls for various galleries, and a redesigned footer with expanded Apple-directory style links."
}NOOP
NOOP
['iPad Pro', 'M5', 'From $999 or $83.25/mo. for 12 mo.', '256GB', '512GB', '1TB', '2TB']
{
"explanation": "**Navigating to the URL**\n\nI need to navigate to a specific URL. I think I'll use the NavigateToUrlTool for this. There's no need to overcomplicate things with multiple tools. I'll just call the function with the appropriate URL. Once I've done that, I’ll confirm to the user that it worked. Keeping it simple and straightforward is the best approach here!",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/ipad-pro/specs/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/ipad-pro/specs/')"
]
}
],
"changes": "URL changed to https://www.apple.com/ipad-pro/specs/. You navigated from the iPad Pro overview to its Technical Specifications page. The page title now reflects “Technical Specifications” and the root area name updated accordingly, with breadcrumbs also adjusted to show a \"Tech Specs\" item. Key content changes include a massive shift from overview content to a full, detailed specifications table (models, finishes, capacity, size/weight, display params, chips, cameras, connectivity, etc.). Several interactive labels were toggled: the Overview link was changed to be focusable, while Tech Specs was disabled, and the footer area was significantly pared back, replaced by a compact Learn more link and minimal footer notes."
}NOOP
['A3358 and A3361', 'A3359 and A3362', 'Apple M5 chip', '256GB', '512GB', '1TB', '2TB', '11‑inch: Height 9.83 inches (249.7 mm); Width 6.99 inches (177.5 mm); Depth 0.21 inch (5.3 mm)', '13‑inch: Height 11.09 inches (281.6 mm); Width 8.48 inches (215.5 mm); Depth 0.20 inch (5.1 mm)']
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/newsroom/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/newsroom/')"
]
}
],
"changes": "URL changed to https://www.apple.com/newsroom/. A broad page rewrite moved users from a product-specification view into a Newsroom overview. The main root area changes from iPad Pro Technical Specifications to Newsroom, and the Local navigation is replaced with a Newsroom-focused set of sections (Latest News, In the Loop, Apple Stories, and More from Apple Newsroom), plus a Search Newsroom control. Key content changes group into a shift from extensive iPad Pro specs and environments to a news-centric layout: a prominent Newsroom heading, a Latest News list with multiple items, a new In the Loop gallery with a View All, a dedicated Apple Stories section, and a “More from Apple Newsroom” list of recent posts. The old Apple Breadcrumbs now simply shows Newsroom, and a Español option was added in the country selector footer area."
}iPhone and iPad approved to handle classified NATO information - QUICK READ - Posted on February 26, 2026
{
"explanation": "**Searching for iPad Pro announcements**\n\nI need to search the newsroom for announcements related to the \"iPad Pro.\" I should start by clicking the \"Search Newsroom\" button, which I think has an ID of 291. After that, I need to type \"iPad Pro\" into the search field that should appear. There might be a modal for this search, but I'm unsure about how to access the input element directly. I might need to focus on the search box somehow. Let's see how that goes! **Using the Newsroom search function**\n\nI'm planning to use the Newsroom's \"Search Newsroom\" button to get started. After I click it, I hope to see search results for \"iPad Pro.\" But I'm realizing that I can't search without knowing the specific input element ID. I think I might have to wait after clicking the button before trying to type. Given the uncertainties, I’ll perform the click action on ID 291 and then note that the next step will be to type in the search. Let’s go ahead and do that!",
"performed_steps": [
{
"name": "Search the newsroom for \"iPad Pro\" announcements",
"tools": [
"ClickTool(id='291')"
]
}
],
"changes": "URL did not change. A focus change occurred in the Newsroom search control. The “Search Newsroom” button now includes a focused state, indicating it is currently selected. In another content block, the “More ways to shop” text was reflowed: the main sentence no longer includes the phone number inline, and the phone number is now placed inside a separate generic block with the 1-800-MY-APPLE link also within that block. The “Find an Apple Store” link remains focusable, and the overall layout of related links has been adjusted to separate the callout text from the contact information."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. There doesn't seem to be a need for any further steps right now. Just keeping it simple with a single tool call seems like the right approach. I'll make sure to provide a brief summary of what I find there if necessary. Keeping it straightforward and efficient is definitely my goal!",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/newsroom/2025/ to find iPad announcements from 2025",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/newsroom/2025/')"
]
}
],
"changes": "URL changed to https://www.apple.com/newsroom/2025/. The user was redirected from the Newsroom area to a 404 Page Not Found view. The page now presents a minimal, error-focused main area with a prominent heading, a search box for site queries, and a Submit button, replacing the previous long-form Newsroom content. Content changes consolidate the former Newsroom navigation and articles into a much simpler structure: a main heading signaling the missing page, a search control, and a single Or see our site map link. In the footer region, the Newsroom link is replaced with Page Not Found in the site navigation, and the “More ways to shop” section is updated to explicitly call out the Apple Store phone number and adjust related store links."
}{
"explanation": "**Navigating to URL**\n\nI need to use the NavigateToUrlTool to reach the specified URL. It seems straightforward since I only need one tool for this task. After that, I’ll make sure to respond with a confirmation. There's no need to complicate things with multiple tools here. So, let’s go ahead and make that tool call!",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/newsroom/tags/ipad/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/newsroom/tags/ipad/')"
]
}
],
"changes": "URL changed to https://www.apple.com/newsroom/tags/ipad/. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}NOOP because the provided accessibility tree does not contain any iPad news articles with titles and dates.
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/newsroom/2025/02/apple-introduces-ipad-pro/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/newsroom/2025/02/apple-introduces-ipad-pro/')"
]
}
],
"changes": "URL changed to https://www.apple.com/newsroom/2025/02/apple-introduces-ipad-pro/. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}NOOP
Check failed! The screenshot shows a 'Page Not Found' (The page you're looking for can't be found.) page with a search box and footer. There is no content related to iPad Pro announcements on this page.
{
"explanation": "**Using navigation tool**\n\nI need to navigate to the provided URL. I'll be using the NavigateToUrl tool for that. Once I perform the tool call, I’ll send a confirmation message. There's no need for any further interaction. I’ll just focus on the tool call itself and wait for it to load. Finally, I’ll provide a straightforward message confirming the navigation. Keeping it simple should help keep everything on track!",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/newsroom/2025/01/apple-introduces-ipad-pro-with-m5-chip/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/newsroom/2025/01/apple-introduces-ipad-pro-with-m5-chip/')"
]
}
],
"changes": "URL changed to https://www.apple.com/newsroom/2025/01/apple-introduces-ipad-pro-with-m5-chip/. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}Check failed! The screenshot shows a 'The page you’re looking for can’t be found' message, indicating a 404 page. There is no visible article about iPad Pro with M5 in the screenshot.
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/newsroom/ and search for \"iPad Pro M5\"",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/newsroom/')"
]
}
],
"changes": "URL changed to https://www.apple.com/newsroom/. The UI now displays a Newsroom experience instead of a Page Not Found view, indicating a redirect or a proper newsroom landing. The main area has been populated with a Newsroom heading, subheadings, and multiple content sections, replacing the previous search form and error messaging. Key changes include a new top navigation area with items like Newsroom, Apple Services, and Apple Stories, plus a Search Newsroom control. The main content grows into a curated feed: Latest News items (with rich article links), an In the Loop section with a gallery tab and tiles, a dedicated Apple Stories list, and a More from Apple Newsroom section with additional links and a View Archive. The old \"Page Not Found\" label is replaced by a Newsroom label in the navigation and by a Newsroom item in the site map."
}{
"explanation": "**Clarifying tool usage**\n\nI’m looking into how to type characters using the PressKeyTool and TypeTool. It seems that PressKeyTool can only press keys, while TypeTool is for input elements. My plan is to click a button first, then use the TypeTool. I could potentially set the value of an active element with ExecuteJavascript after focusing it. I'll implement a small script to accomplish this and set it up in two steps: clicking and then executing the JavaScript to type \"iPad Pro M5.\" Let's get started!",
"performed_steps": [
{
"name": "Click on the \"Search Newsroom\" button and type \"iPad Pro M5\"",
"tools": [
"ClickTool(id='276')"
]
}
],
"changes": "URL did not change. A focus change occurred in the Newsroom search control. The “Search Newsroom” button now includes a focused state, indicating it is currently selected. In another content block, the “More ways to shop” text was reflowed: the main sentence no longer includes the phone number inline, and the phone number is now placed inside a separate generic block with the 1-800-MY-APPLE link also within that block. The “Find an Apple Store” link remains focusable, and the overall layout of related links has been adjusted to separate the callout text from the contact information."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. My plan is to call the tool with the provided URL, and once that’s done, I’ll respond to confirm that the navigation was successful. I might also consider any follow-up steps after that. Alright, I just need to get the function called with the URL and then wrap it up with a “done” once it's completed. Let's get to it!",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/newsroom/search/#q=iPad%20Pro%20M5",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/newsroom/search/#q=iPad%20Pro%20M5')"
]
}
],
"changes": "URL changed to https://www.apple.com/newsroom/search/#q=iPad%20Pro%20M5. The user was redirected from the Newsroom area to a 404 Page Not Found view. The page now presents a minimal, error-focused main area with a prominent heading, a search box for site queries, and a Submit button, replacing the previous long-form Newsroom content. Content changes consolidate the former Newsroom navigation and articles into a much simpler structure: a main heading signaling the missing page, a search control, and a single Or see our site map link. In the footer region, the Newsroom link is replaced with Page Not Found in the site navigation, and the “More ways to shop” section is updated to explicitly call out the Apple Store phone number and adjust related store links."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/newsroom/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/newsroom/')"
]
}
],
"changes": "URL changed to https://www.apple.com/newsroom/. The UI now displays a Newsroom experience instead of a Page Not Found view, indicating a redirect or a proper newsroom landing. The main area has been populated with a Newsroom heading, subheadings, and multiple content sections, replacing the previous search form and error messaging. Key changes include a new top navigation area with items like Newsroom, Apple Services, and Apple Stories, plus a Search Newsroom control. The main content grows into a curated feed: Latest News items (with rich article links), an In the Loop section with a gallery tab and tiles, a dedicated Apple Stories list, and a More from Apple Newsroom section with additional links and a View Archive. The old \"Page Not Found\" label is replaced by a Newsroom label in the navigation and by a Newsroom item in the site map."
}['iPhone and iPad approved to handle classified NATO information - February 26, 2026', 'Apple accelerates U.S. manufacturing with Mac mini production - February 24, 2026', 'Major League Soccer kicks off 2026 season on Apple TV - February 19, 2026', 'Apple introduces a new video podcast experience on Apple Podcasts - February 16, 2026', 'Oceanhorn 3: Legend of the Shadow Sea launches March 5 on Apple Arcade - February 10, 2026', 'The biggest hits of Bad Bunny’s Apple Music Super Bowl LX Halftime Show - February 8, 2026', 'Apple Sports adds golf to its lineup - February 4, 2026', 'Xcode 26.3 unlocks the power of agentic coding - February 3, 2026', 'Apple Music kicks off Bad Bunny’s Road to Halftime ahead of Super Bowl LX - February 2, 2026', 'Apple reports first quarter results - January 29, 2026', 'Behind Kyle Hanagami’s viral dance creations edited with Final Cut Pro - January 28, 2026']
{
"explanation": "**Executing Archive Access**\n\nI need to click the \"View Archive\" link to access older news articles. The link has an ID of 911, which is focusable. I'll use the ClickTool on that ID. Since this is a straightforward action, I only require a single tool call and can skip multi-tool use. Once I've executed the click, I'll respond with confirmation to let the user know it's done. Let's proceed with this!",
"performed_steps": [
{
"name": "Click on \"View Archive\" link to see older news articles",
"tools": [
"ClickTool(id='911')"
]
}
],
"changes": "URL changed to https://www.apple.com/newsroom/archive/. A broad page rename and content overhaul introduced. The Newsroom page is now labeled All Topics Archive - Apple, and the top Global navigation was restructured: the previous single Newsroom header area is replaced with a more explicit global navigation and a Shopping Bag control, and the Newsroom item in the footer navigation is expanded to include an Archive link. Content-wise, the page was reorganized from a few large news sections into a multi-month archive with filtering controls. A new Filter group (All Topics, All Years, All Months) appears, followed by grouped month sections (February 2026, January 2026) listing numerous news items with dates and types (QUICK READ, PRESS RELEASE, UPDATE). The previously visible Apple Stories and More from Apple Newsroom sections were removed, and a News articles pagination control was added near the bottom."
}{
"explanation": "**Navigating archives for iPad**\n\nI'm considering how to access the iPad section in the archive filter under \"All Topics.\" It seems clicking the iPad link directly in the global navigation (id 61) would be the easiest route. Then, I plan to navigate to the year 2025 to check earlier months. There’s pagination for January 2026, but I think scrolling to group months might be helpful. I could also explore earlier months by clicking the \"All Months\" button (id 317) after selecting the iPad topic. **Filtering archive for iPad**\n\nI'm thinking about how the iPad filter linked with id 61 can help us access the topic in the global navigation. First, I'll click on that iPad link. After that, I want to explore \"All Years\" to look for 2025, but I also want to find earlier months specifically. I can't choose 2025 directly, so I need to use the All Months option (id 317) for better visibility. I’ll follow these steps sequentially and report back on selecting iPad while suggesting manual steps for the earlier months. **Executing tool calls**\n\nI’m planning to start with a tool call to ClickTool using id 61. After that, I might consider clicking id 317 for additional options. While there's a way to run these in parallel, I think it's perfectly fine to do them sequentially. So first things first, I'll click id 61, and then I’ll respond with the next steps based on what I find. It's all about keeping it organized and straightforward!",
"performed_steps": [
{
"name": "Filter the archive by selecting \"iPad\" as the topic and look through earlier months in 2025",
"tools": [
"ClickTool(id='61')"
]
}
],
"changes": "URL changed to https://www.apple.com/ipad/. A page navigation shift occurred, replacing the All Topics Archive view with a broader iPad–centered Apple page. The after-diff replaces the old Newsroom/archive structure with an extensive iPad product lineup, explorations, and related shopping/navigation sections, making iPad the focus of the main content. Key content changes include a large expansion of product listings (iPad Pro, Air, iPad, iPad mini), accompanying purchase and learn-more actions, multiple “Get to know iPad” and “Shop iPad” sections, and a comprehensive Apple Directory and Breadcrumbs structure. The old Newsroom/footer navigation was removed and the content was replaced with a rich product-focused layout and a new alert region added near the end to announce live updates."
}{
"explanation": "**Navigating to a URL**\n\nI need to navigate to the specified URL using the NavigateToUrlTool. After that, I'll respond with a confirmation message. It seems like there's no need for element interactions here. I’ll call the tool specifically with the URL and then deliver my final message. It looks straightforward, so I’ll just focus on performing this task without any parallel steps. Let's get this done!",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/newsroom/archive/?category=ipad",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/newsroom/archive/?category=ipad')"
]
}
],
"changes": "URL changed to https://www.apple.com/newsroom/archive/?category=ipad. The UI was redirected from a specific iPad product page to a broad “All Topics Archive” listing with a global navigation at the top. The page structure was reworked to foreground an archive view: a Newsroom/Archive hub appears, with a new Archive section showing February 2026 and January 2026 groupings, quick-read items, and a News articles pagination control (previous/next, page number). Content-wise, the previous product-focused content (iPad lineup, shop/gallery sections, and many detailed product blocks) was largely removed and replaced with archive-era content blocks: filter controls (All Topics, All Years, All Months), a Newsroom header, and a long list of news items with dates. The footer was expanded with comprehensive Apple-directory sections and standard policy links (Privacy Policy, Terms of Use, etc.), and breadcrumbs were introduced in the footer alongside new global navigation and directory groupings."
}{
"explanation": "**Changing topic filter**\n\nI need to change the All Topics filter to select the iPad topic. First, I’ll identify the element for the All Topics button, which has the id of 301. When I click that, a menu should open, allowing me to select the iPad option.\n\nIn the ARIA tree, I see that iPad is represented as a link with id 61. There seems to be confusion about the actual link for iPad, which might be id 58. So, I'll be clicking the link with the text \"iPad\" and the id 58 to make that selection. **Executing clicks**\n\nI’m going to follow these steps: First, I’ll click the All Topics button with id 301, then click the link for iPad, which has id 58. I’ve realized I should handle these actions sequentially rather than in parallel, so I’ll use functions.ClickTool for this.\n\nI’ll perform the two ClickTool calls one after the other. I don’t need to use navigation here; it’s straightforward to just execute the clicks in the correct order. Let’s go ahead with that!",
"performed_steps": [
{
"name": "Change the \"All Topics\" filter to select \"iPad\" topic",
"tools": [
"ClickTool(id='301')"
]
}
],
"changes": "URL did not change. A filter control was enhanced to expose a full topic dropdown. The All Topics button now includes a controls attribute linking it to a vertical menu and shows a different dropdown glyph. The diff adds a vertical menu containing many topic items (Accessibility, iOS, Mac, Privacy, etc.), all keyboard-focusable, and marks the first item as focused. In short, the filter bar now presents a populated, accessible topic list attached to the All Topics control."
}{
"explanation": "**Selecting menu item**\n\nI need to select \"iPad\" from the topics dropdown that's currently open. To do this, I'll click the menu item that likely has the ID 404. The ARIA shows “All Topics” and confirms that \"iPad\" is a focusable menu item. So, it seems clear that I should go ahead and click the element with that ID. I'll execute this with a single tool call to ensure everything is done correctly.",
"performed_steps": [
{
"name": "Select \"iPad\" from the topics dropdown menu that is now open",
"tools": [
"ClickTool(id='404')"
]
}
],
"changes": "URL changed to https://www.apple.com/newsroom/archive/ipad/. Navigation target changed from All Topics Archive to iPad Archive, signaling a specialized page focus. The filter control was simplified: the All Topics dropdown menu was replaced by a single iPad button (with a popup menu removed), and a new Reset button was added for quick filter clearing. Content and pagination updates were substantial: multiple new News group entries were introduced (organized by month), including Apple Stories and various press releases, and the page’s total item count in the pagination moved from 247 to 20. Additionally, the footer area was tweaked to adjust how contact options are presented, moving the phone number into a surrounding block and keeping the Find an Apple Store link."
}['iPhone and iPad approved to handle classified NATO information—February 26, 2026', 'Behind Kyle Hanagami’s viral dance creations edited with Final Cut Pro—January 28, 2026', 'Introducing Apple Creator Studio, an inspiring collection of creative apps—January 13, 2026', 'New iPad Pro, 14‑inch MacBook Pro, and Apple Vision Pro now available—October 22, 2025', 'Apple unleashes M5, the next big leap in AI performance for Apple silicon—October 15, 2025', 'Apple introduces the powerful new iPad Pro with the M5 chip—October 15, 2025', 'Apple Sports adds widgets and expands to seven new countries—September 16, 2025', 'New Apple Intelligence features are available today—September 15, 2025', 'Apple introduces a delightful and elegant new software design—June 9, 2025', 'iPadOS 26 introduces powerful new features that push iPad even further—June 9, 2025']
{
"explanation": "**Clicking the element**\n\nI need to make a tool call to click on element ID 435. I'll use functions.ClickTool with that ID. After that, I should respond with confirmation to let the user know it worked. It seems straightforward since I just need to use that one tool here. I'm ready to get this done efficiently! Let's proceed with the action!",
"performed_steps": [
{
"name": "Click on the article \"Apple introduces the powerful new iPad Pro with the M5 chip\" from October 15, 2025",
"tools": [
"ClickTool(id='435')"
]
}
],
"changes": "URL changed to https://www.apple.com/newsroom/2025/10/apple-introduces-the-powerful-new-ipad-pro-with-the-m5-chip/. Navigation moved from a generic Archive view to a specific Apple Newsroom article page about the iPad Pro with the M5. The root accessibility name now reflects the article title, and the main content transitions from an Archive heading to a full article with media, sections, and interactive gallery. Key content changes include a rich article structure: an introduction paragraph, multiple media figures with download links, and several content sections (The Next Big Leap in AI, Faster Memory/Storage, iPadOS features, and more). A new gallery with tabbed image previews, previous/next controls, a Share block, and a dedicated Media and Credits area were added, along with a complementary “About Apple” section and a populated Newsroom/More from Apple area with links and contact details."
}['release date: October 22', 'starting price: $999', 'base storage capacity: 256GB', 'key details: new iPad Pro with M5 chip delivering a next-generation Apple silicon performance with a 6-core Neural Engine and a GPU with a Neural Accelerator in each core; up to 5.6x faster AI performance than iPad Pro with M; Wi‑Fi 7 on cellular models; supports 120Hz external displays with Adaptive Sync; available in 11‑inch and 13‑inch sizes, in space black and silver, configurations from 256GB to 2TB; pre-orders start today with in-store availability beginning October 22.']
Driver python-1772327710 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772327710 Token usage statistics: - Total: 379275 tokens (364520 input, 14755 output) - Cached: 13837 tokens (11800 input, 2037 output)



Chrome driver started successfully (driver_id: python-1772328274) Model: azure_openai/gpt-5-nano
{
"explanation": "I need to navigate to a specific URL, and I'll use the NavigateToUrlTool for that. My plan is to do this efficiently without adding extra steps or unnecessary details. Once I reach the URL, I'll make sure to confirm that it's done. Staying concise is key here, so I’ll focus on getting straight to the point with a clear response. Let’s go ahead and perform this task!",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/support/repair/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/support/repair/')"
]
}
],
"changes": "URL changed to https://support.apple.com/repair. A full-page repair status and support hub was introduced, replacing the single focusable root with a named, content-rich Apple Support area. The UI now includes a global navigation with product sections (Store, Mac, iPhone, iPad, Apple Watch, etc.), a Search Support button, and a Shopping Bag control, plus a prominent main area about Apple Service and Repair. Key content additions in the main body cover getting started, product-specific repair info, why choose Apple, and extensive FAQs/education sections. The footer area was expanded into multiple navigations (Breadcrumbs, Apple Directory with product support, resources, and connect sections), plus country selection and standard policy links, providing a complete site footer."
}['service options', 'Self Service Repair', 'Apple-certified repairs', 'Apple Authorized Service Providers', 'Apple retail stores', 'Apple Repair Options']
Driver python-1772328274 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772328274 Token usage statistics: - Total: 5510 tokens (4641 input, 869 output) - Cached: 0 tokens (0 input, 0 output)



Chrome driver started successfully (driver_id: python-1772329113) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/macbook-air/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/macbook-air/')"
]
}
],
"changes": "URL changed to https://www.apple.com/macbook-air/. A page load now renders a full Product/Marketing site for the MacBook Air instead of an empty root. The accessibility tree has expanded from a single, focused RootWebArea to a richly populated hierarchy with global and local navigation, a main content region, and a comprehensive footer. Significant user-visible changes include: a Global navigation with many product category links and a Shopping Bag control; a Local navigation for the MacBook Air with sections like Buy, Tech Specs, and Overview; multiple content-rich articles (Design, Performance, Apple Intelligence, Mac + iPhone, macOS, Display, Camera and Audio, Connectivity, Security, Upgraders, Accessories, etc.); and an extensive Apple Footer with Learn More, Store/Account/Entertainment sections, and a detailed Apple Directory."
}['Sky Blue', 'Silver', 'Starlight', 'Midnight']
Driver python-1772329113 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772329113 Token usage statistics: - Total: 22535 tokens (22208 input, 327 output) - Cached: 0 tokens (0 input, 0 output)



































Chrome driver started successfully (driver_id: python-1772329151) Model: azure_openai/gpt-5-nano
{
"explanation": "**Using navigation tool**\n\nI need to navigate to the specified URL using the NavigateToUrlTool. Once I provide the URL, I'll respond with a confirmation to let the user know that the action was successful. This should be straightforward, as there's no need for further actions at this point. I just want to make sure everything goes smoothly as planned! Let’s get this tool call done!",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/shop/buy-mac/macbook-pro/14-inch",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/buy-mac/macbook-pro/14-inch')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/buy-mac/macbook-pro/14-inch. A new product-detail page was introduced and takes the place of the previous minimal root. The page now centers on Buy MacBook Pro, 14-inch and adds a full header navigation, breadcrumbs, and a large main content area with interactive sections. Key changes include a rich gallery and tabs for product images, extensive customization options (size, color, display, memory, storage, chip), and multiple interactive controls (radio buttons, checkboxes, and action buttons) for configuring the Mac. The layout also expands into promotional content (trade-in, Apple Card financing, AppleCare, and optional add-ons) and a comprehensive footer with numerous Apple-related links and footnotes. A status update indicates the gallery content was refreshed to reflect the 14-inch MacBook Pro visuals."
}{
"explanation": "**Executing customization selection**\n\nI’m focusing on selecting the \"14-inch\" radio button to eventually open the customization page. If the button isn’t there, I'll let the user know I couldn't find it. I’ll simulate clicking on the radio button with ID 368 for the 14-inch option. This may reveal a \"Customize\" button. The next step is to perform the click action using the tool and then communicate that to the user alongside the next instructions.",
"performed_steps": [
{
"name": "Click on the \"Customize\" or \"Customize Your Mac\" button for any 14-inch MacBook Pro configuration to open the customization page",
"tools": [
"ClickTool(id='368')"
]
}
],
"changes": "URL did not change. The 14-inch radio option now explicitly shows a focus state. The radio previously had focusable and checked attributes; it’s been updated to include focused=\"True\" as well, indicating it currently has keyboard focus. No other visible content changes occurred—the label text and surrounding descriptive content remain the same."
}{
"explanation": "",
"performed_steps": [
{
"name": "Find and click the \"Customize\" button to go to the MacBook Pro customization page",
"tools": []
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}Accessibility Tree:
<RootWebArea name="Buy MacBook Pro, 14-inch - Apple" id="1" focusable="True" focused="True">
<generic id="3">
<generic id="4">
<generic id="6">
<navigation name="Global" id="8">
<list id="10">
<listitem id="11" level="1">
<link id="12" focusable="True">Apple<image id="14" />
</link>
</listitem>
<listitem id="18" level="1">
<list id="20">
<listitem id="21" level="2">
<link id="22" focusable="True">Store<image id="25" />
</link>
</listitem>
<listitem id="29" level="2">
<button name="Store menu" id="30" invalid="false" focusable="True">
<image id="32" />
</button>
</listitem>
</list>
<list id="43">
<listitem id="44" level="2">
<link id="45" focusable="True">Mac<image id="48" />
</link>
</listitem>
<listitem id="52" level="2">
<button name="Mac menu" id="53" invalid="false" focusable="True">
<image id="55" />
</button>
</listitem>
</list>
<list id="66">
<listitem id="67" level="2">
<link id="68" focusable="True">iPad<image id="71" />
</link>
</listitem>
<listitem id="75" level="2">
<button name="iPad menu" id="76" invalid="false" focusable="True">
<image id="78" />
</button>
</listitem>
</list>
<list id="89">
<listitem id="90" level="2">
<link id="91" focusable="True">iPhone<image id="94" />
</link>
</listitem>
<listitem id="98" level="2">
<button name="iPhone menu" id="99" invalid="false" focusable="True">
<image id="101" />
</button>
</listitem>
</list>
<list id="112">
<listitem id="113" level="2">
<link id="114" focusable="True">Watch<image id="117" />
</link>
</listitem>
<listitem id="121" level="2">
<button name="Watch menu" id="122" invalid="false" focusable="True">
<image id="124" />
</button>
</listitem>
</list>
<list id="135">
<listitem id="136" level="2">
<link id="137" focusable="True">Vision<image id="140" />
</link>
</listitem>
<listitem id="144" level="2">
<button name="Vision menu" id="145" invalid="false" focusable="True">
<image id="147" />
</button>
</listitem>
</list>
<list id="158">
<listitem id="159" level="2">
<link id="160" focusable="True">AirPods<image id="163" />
</link>
</listitem>
<listitem id="167" level="2">
<button name="AirPods menu" id="168" invalid="false" focusable="True">
<image id="170" />
</button>
</listitem>
</list>
<list id="181">
<listitem id="182" level="2">
<link name="TV and Home" id="183" focusable="True">TV & Home<image id="186" />
</link>
</listitem>
<listitem id="190" level="2">
<button name="TV and Home menu" id="191" invalid="false" focusable="True">
<image id="193" />
</button>
</listitem>
</list>
<list id="204">
<listitem id="205" level="2">
<link id="206" focusable="True">Entertainment<image id="209" />
</link>
</listitem>
<listitem id="213" level="2">
<button name="Entertainment menu" id="214" invalid="false" focusable="True">
<image id="216" />
</button>
</listitem>
</list>
<list id="225">
<listitem id="226" level="2">
<link id="227" focusable="True">Accessories<image id="230" />
</link>
</listitem>
<listitem id="234" level="2">
<button name="Accessories menu" id="235" invalid="false" focusable="True">
<image id="237" />
</button>
</listitem>
</list>
<list id="246">
<listitem id="247" level="2">
<link id="248" focusable="True">Support<image id="251" />
</link>
</listitem>
<listitem id="255" level="2">
<button name="Support menu" id="256" invalid="false" focusable="True">
<image id="258" />
</button>
</listitem>
</list>
</listitem>
<listitem id="268" level="1">
<button name="Search apple.com" id="269" focusable="True">
<image id="271" />
</button>
</listitem>
<listitem id="277" level="1">
<generic id="278">
<button name="Shopping Bag" id="279" focusable="True">
<image id="281" />
</button>
</generic>
</listitem>
</list>
</navigation>
</generic>
<main id="287">
<generic id="288" />
<generic id="291">
<generic id="292" />
<heading id="301" level="1">Buy MacBook Pro</heading>
<generic id="307">From $1599or $133.25 per monthfor 12 months<superscript id="316"> Footnote ‡</superscript>
</generic>
<button name="Add a trade-in to save on your new Mac. Footnote ∆" id="324" focusable="True" hasPopup="dialog">Add a trade-in to save on your new Mac.<generic id="328">
<superscript id="329"> Footnote ∆</superscript>
</generic>
<generic id="335"></generic>
</button>
<button name="Get 3% Daily Cash back with Apple Card." id="339" invalid="false" focusable="True">Get 3% Daily Cash back with Apple Card.<generic id="342"></generic>
</button>
<generic id="346">
<generic id="348">
<generic id="349">
<group name="MacBook Pro Gallery" id="350">
<generic id="351">
<tablist id="352" multiselectable="False" orientation="horizontal">
<tab name="Gallery Image 1" id="353" disabled="True" invalid="false" selected="True" controls=":r12:-gallery-item-0" />
<tab name="Gallery Image 2" id="354" disabled="True" invalid="false" selected="False" />
<tab name="Gallery Image 3" id="355" disabled="True" invalid="false" selected="False" />
</tablist>
</generic>
<generic id="356">
<generic id="357">
<tabpanel name="Gallery Image 1" id="358">
<generic id="360">
<generic id="361">
<image name="14-inch MacBook Pro, top exterior, rounded corners, centered glossy black Apple logo, available colors: space black, silver" id="363" />
</generic>
</generic>
</tabpanel>
</generic>
</generic>
<button id="365" disabled="True" invalid="false">Previous gallery image<image id="368" />
</button>
<button id="369" invalid="false" focusable="True">Next gallery image<image id="372" />
</button>
</group>
</generic>
</generic>
</generic>
<group name="" id="377" invalid="false" labelledby="">
<Legend id="378">
<heading id="379" focusable="True" level="2">Model. Choose your size.</heading>
</Legend>
<generic id="385">
<radio name="14-inch Footnote 1 Available with M5, M4 Pro, or M4 Max chip. From $1599 or $133.25 per month for 12 months Footnote ‡" id="386" invalid="false" focusable="True" focused="True" checked="true" labelledby="" />
<LabelText id="387">14-inchFrom $1599or $133.25 per monthfor 12 months<superscript id="391"> Footnote 1</superscript>
<generic id="395">Available with M5, M4 Pro, or M4 Max chip.</generic>
<superscript id="412"> Footnote ‡</superscript>
</LabelText>
</generic>
<generic id="417">
<radio name="16-inch Footnote 1 Available with M4 Pro or M4 Max chip. From $2499 or $208.25 per month for 12 months Footnote ‡" id="418" invalid="false" focusable="True" checked="false" labelledby="" />
<LabelText id="419">16-inchFrom $2499or $208.25 per monthfor 12 months<superscript id="423"> Footnote 1</superscript>
<generic id="427">Available with M4 Pro or M4 Max chip.</generic>
<superscript id="444"> Footnote ‡</superscript>
</LabelText>
</generic>
</group>
<group name="" id="450" invalid="false" labelledby="">
<Legend id="451">
<heading id="452" focusable="True" level="2">Color. Pick your favorite.</heading>
</Legend>
<generic id="456">Color</generic>
<list id="458">
<listitem id="459" level="1">
<radio name="Space Black" id="460" invalid="false" focusable="True" checked="false" labelledby="" />
<LabelText id="461">
<generic id="463">Space Black</generic>
</LabelText>
</listitem>
<listitem id="465" level="1">
<radio name="Silver" id="466" invalid="false" focusable="True" checked="false" labelledby="" />
<LabelText id="467">
<generic id="469">Silver</generic>
</LabelText>
</listitem>
</list>
</group>
<group name="" id="473" invalid="false" labelledby="">
<Legend id="474">
<heading id="475" focusable="True" level="2">Display. Choose the best screen type for your workflow.</heading>
</Legend>
<generic id="481">
<radio name="Standard display Engineered for low reflectivity to reduce glare in your environment." id="482" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="483">Standard display<generic id="487">Engineered for low reflectivity to reduce glare in your environment.</generic>
</LabelText>
</generic>
<generic id="492">
<radio name="Nano-texture display Further reduces glare and reflections in bright lighting conditions." id="493" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="494">Nano-texture display<generic id="498">Further reduces glare and reflections in bright lighting conditions.</generic>
</LabelText>
</generic>
</group>
<generic id="503">
<generic id="504">
<generic id="506">Need help choosing your display?</generic>
<generic id="508">Learn about the differences and which one is right for you.</generic>
</generic>
<button name="Need help choosing your display?" id="510" disabled="True" hasPopup="dialog" labelledby="">
<generic id="511">Show more</generic>
<generic id="515"></generic>
</button>
</generic>
<group name="" id="519" invalid="false" labelledby="">
<Legend id="520">
<heading id="521" focusable="True" level="2">Chip. Choose from these powerful options.</heading>
</Legend>
<generic id="527">
<radio name="M5 chip Next-generation speed and powerful on-device AI for the personal, professional, and creative tasks you do every day." id="528" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="529">M5 chip<generic id="533">Next-generation speed and powerful on-device AI for the personal, professional, and creative tasks you do every day.</generic>
</LabelText>
</generic>
<generic id="564">
<radio name="M4 Pro chip Provides more performance and higher memory options for more demanding workflows." id="565" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="566">M4 Pro chip<generic id="570">Provides more performance and higher memory options for more demanding workflows.</generic>
</LabelText>
</generic>
<generic id="601">
<radio name="M4 Max chip Our most advanced chip ever built for a pro laptop powers the most extreme workflows." id="602" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="603">M4 Max chip<generic id="607">Our most advanced chip ever built for a pro laptop powers the most extreme workflows.</generic>
</LabelText>
</generic>
</group>
<generic id="638">
<generic id="639">
<generic id="641">Need help choosing a chip?</generic>
<generic id="643">Compare the options and discover which one is best for you.</generic>
</generic>
<button name="Need help choosing a chip?" id="645" disabled="True" hasPopup="dialog" labelledby="">
<generic id="646">Show more</generic>
<generic id="650"></generic>
</button>
</generic>
<heading id="654" focusable="True" level="2">Customizations. Stay with the base model or make edits.</heading>
<heading id="661" level="3">Unified Memory</heading>
<generic id="663">Add memory to run more apps simultaneously for faster, more fluid multitasking.</generic>
<generic id="666">Available in options up to 128GB</generic>
<heading id="671" level="3">SSD Storage</heading>
<generic id="673">Get ample space and fast access to your apps, photos, movies, music, and other files.</generic>
<generic id="676">Available in 512GB to 8TB</generic>
<heading id="681" level="3">Power Adapter</heading>
<generic id="684">Available in 3 options</generic>
<heading id="689" level="3">Keyboard</heading>
<generic id="692">Available in 20 languages</generic>
<heading id="695" focusable="True" level="2">Pro apps. Do even more with your Mac.</heading>
<paragraph id="700">Your new Mac comes with a free three-month trial of Apple Creator Studio, an all-in-one subscription that includes powerful apps like Final Cut Pro, Logic Pro, Pixelmator Pro — and much more.<button name="Learn more Apple Creator Studio" id="702" disabled="True" focusable="True" hasPopup="dialog">Learn moreApple Creator Studio<generic id="710"></generic>
</button>
</paragraph>
<paragraph id="713">If you prefer, you can purchase standalone, preinstalled versions of Final Cut Pro and Logic Pro.</paragraph>
<group name="" id="716" invalid="false" labelledby="">
<Legend id="717">
<heading id="718" level="3">Final Cut Pro License</heading>
</Legend>
<generic id="721">
<radio name="No, thanks" id="722" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="723">No, thanks</LabelText>
</generic>
<generic id="729">
<radio name="Yes, preinstall on my Mac" id="730" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="731">Yes, preinstall on my Mac</LabelText>
</generic>
<generic id="737">
<link name="View License Agreement Final Cut Pro (Opens in a new window)" id="738" disabled="True" focusable="True">View License AgreementFinal Cut Pro(Opens in a new window)<generic id="753"></generic>
</link>
</generic>
</group>
<group name="" id="757" invalid="false" labelledby="">
<Legend id="758">
<heading id="759" level="3">Logic Pro License</heading>
</Legend>
<generic id="762">
<radio name="No, thanks" id="763" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="764">No, thanks</LabelText>
</generic>
<generic id="770">
<radio name="Yes, preinstall on my Mac" id="771" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="772">Yes, preinstall on my Mac</LabelText>
</generic>
<generic id="778">
<link name="View License Agreement Logic Pro (Opens in a new window)" id="779" disabled="True" focusable="True">View License AgreementLogic Pro(Opens in a new window)<generic id="793"></generic>
</link>
</generic>
</group>
<generic id="798">
<generic id="799">
<generic id="801">What can these preinstalled creative tools do?</generic>
<generic id="803">Discover what these powerful pro apps can help you create, right out of the box.</generic>
</generic>
<button name="What can these preinstalled creative tools do?" id="805" disabled="True" hasPopup="dialog" labelledby="">
<generic id="806">Show more</generic>
<generic id="810"></generic>
</button>
</generic>
<heading name="Apple Trade In.Get credit toward your new Mac. Footnote ∆" id="815" focusable="True" level="2">Apple Trade In.Get credit toward your new Mac.<superscript id="818"> Footnote ∆</superscript>
</heading>
<generic id="825">
<generic id="826" focusable="True">
<group name="Apple Trade In.Get credit toward your new Mac. Footnote ∆" id="828" invalid="false" labelledby="">
<Legend id="829" />
<generic id="831">
<radio name="Add a trade-in Answer a few questions to get your estimate." id="832" disabled="True" invalid="false" hasPopup="dialog" checked="false" labelledby="" />
<LabelText id="833">
<generic id="835">Add a trade-in<generic id="837">Answer a few questions to get your estimate.</generic>
</generic>
</LabelText>
</generic>
<generic id="839">
<radio name="No trade-in" id="840" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="841">No trade-in</LabelText>
</generic>
</group>
</generic>
</generic>
<generic id="848">
<generic id="849" />
<generic id="851">
<generic id="853">How does trade-in work?</generic>
<generic id="855">Learn how you can save on your order with a trade-in. Or recycle your device for free.</generic>
</generic>
<button name="How does trade-in work?" id="857" disabled="True" hasPopup="dialog" labelledby="">
<generic id="858">Show more</generic>
<generic id="862"></generic>
</button>
</generic>
<heading id="868" focusable="True" level="2">Payment options. Select the one that works for you.</heading>
<generic id="872">
<group name="Payment options Select the one that works for you" id="876" invalid="false" labelledby="">
<Legend id="877" />
<generic id="881">
<radio name="Buy . Pay with Apple Pay or other payment methods . Get 3% Daily Cash back when you pay with Apple Card" id="882" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="883">Buy<list id="891">
<listitem id="892" level="1">Pay with Apple Pay or other payment methods<generic id="893">.</generic>
</listitem>
<listitem id="898" level="1">Get 3% Daily Cash back when you pay with Apple Card<generic id="899">.</generic>
</listitem>
</list>
</LabelText>
</generic>
<generic id="907">
<radio name="Finance Apple Card Monthly Installments . Financed at 0% APR with Apple Card Monthly Installments Footnote ◊ . Get 3% Daily Cash back up front on the full cost of your Mac" id="908" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="909">Finance Apple Card Monthly Installments<list id="919">
<listitem id="920" level="1">Financed at 0% APR with Apple Card Monthly Installments<generic id="921">.</generic>
<superscript id="927"> Footnote ◊</superscript>
</listitem>
<listitem id="933" level="1">Get 3% Daily Cash back up front on the full cost of your Mac<generic id="934">.</generic>
</listitem>
</list>
</LabelText>
</generic>
</group>
</generic>
<generic id="942">
<generic id="943">
<generic id="945">How do monthly installments work?</generic>
<generic id="947">Choose Finance to pay over time with your Apple Card using Apple Card Monthly Installments. Get 3% Daily Cash back up front and 0% APR.</generic>
</generic>
<generic id="950">
<button name="How do monthly installments work?" id="951" disabled="True" invalid="false" labelledby="">
<generic id="952">Show more</generic>
<generic id="956"></generic>
</button>
</generic>
</generic>
<heading id="964" focusable="True" level="2">AppleCare coverage. Choose your plan.</heading>
<group name="AppleCare coverage. Choose your plan." id="968" invalid="false" labelledby="">
<Legend id="969" />
<generic id="972">
<radio name="AppleCare+ Cover this product only Footnote § Unlimited repairs for accidents like drops and spills 24/7 priority support from Apple experts Certified repairs using genuine Apple parts" id="973" disabled="True" invalid="false" checked="false" labelledby="" />
<generic id="974">
<LabelText id="975">AppleCare+Cover this product only<superscript id="987"> Footnote §</superscript>
</LabelText>
<list id="1008">
<listitem id="1009" level="1">Unlimited repairs for accidents like drops and spills<ListMarker name="• " id="1010" />
</listitem>
<listitem id="1015" level="1">24/7 priority support from Apple experts<ListMarker name="• " id="1016" />
</listitem>
<listitem id="1020" level="1">Certified repairs using genuine Apple parts<ListMarker name="• " id="1021" />
</listitem>
</list>
</generic>
</generic>
<generic id="1097">
<radio name="New AppleCare One Cover multiple products, including this Mac Footnote ± All the benefits of AppleCare+ for up to 3 products, including those you already own, at one low price Theft and loss coverage for iPhone, iPad, and Apple Watch up to 3 total claims every 12 months Add more products anytime for $5.99 per month each" id="1098" disabled="True" invalid="false" checked="false" labelledby="" />
<generic id="1099">
<LabelText id="1100">NewAppleCare OneCover multiple products, including this Mac<superscript id="1116"> Footnote ±</superscript>
</LabelText>
<list id="1132">
<listitem id="1133" level="1">All the benefits of AppleCare+ for up to 3 products, including those you already own, at one low price<ListMarker name="• " id="1134" />
</listitem>
<listitem id="1140" level="1">Theft and loss coverage for iPhone, iPad, and Apple Watch up to 3 total claims every 12 months<ListMarker name="• " id="1141" />
</listitem>
<listitem id="1146" level="1">Add more products anytime for $5.99per montheach<ListMarker name="• " id="1147" />
</listitem>
</list>
</generic>
</generic>
<generic id="1159">
<radio name="No AppleCare coverage" id="1160" disabled="True" invalid="false" checked="false" labelledby="" />
<LabelText id="1161">No AppleCare coverage</LabelText>
</generic>
</group>
<generic id="1168">
<generic id="1169" />
<generic id="1171">
<generic id="1173">How does AppleCare work?</generic>
<generic id="1175">Compare the features and coverage of the two AppleCare plans. Fees and deductibles apply.</generic>
</generic>
<generic id="1178">
<button name="How does AppleCare work?" id="1179" disabled="True" invalid="false" hasPopup="dialog" labelledby="">
<generic id="1180">Show more</generic>
<generic id="1184"></generic>
</button>
</generic>
</generic>
<heading id="1190" level="2">Your new MacBook Pro awaits.</heading>
<generic id="1192">Make it yours.</generic>
<generic id="1199">From $1599or $133.25 per monthfor 12 months<superscript id="1208"> Footnote ‡</superscript>
</generic>
<generic id="1212">
<generic id="1216">
<button name="Get 3% Daily Cash with Apple Card" id="1217" invalid="false" focusable="True">Get 3% Daily Cash with Apple Card<generic id="1220"></generic>
</button>
</generic>
</generic>
<button id="1227" disabled="True" invalid="false">Continue</button>
<heading id="1230" level="3">Still deciding?</heading>
<generic id="1232">Save all your configurations for later, or share them with a friend.</generic>
<generic id="1234">
<button name="Save selected configuration for later" id="1236" disabled="True" invalid="false" pressed="false">Save</button>
</generic>
<button name="Share Product configurations" id="1241" disabled="True" invalid="false">Share</button>
<generic id="1245">Final price will be calculated in Bag.</generic>
<generic id="1247">
<generic id="1248">
<generic id="1249">
<generic id="1251" />
</generic>
</generic>
</generic>
</generic>
<generic id="1272">
<generic id="1273">
<link name="Ask a Mac Specialist (Opens in a new window)" id="1275" invalid="false" focusable="True" labelledby="" />
</generic>
</generic>
<generic id="1284">
<heading id="1286" level="2">Set up your device with one-on-one sessions with a Specialist.</heading>
<paragraph id="1291">When you buy directly from Apple, you can get help transferring your data and making the most of your new device with our free online Personal Setup sessions.</paragraph>
<paragraph id="1296">
<button name="Learn more about Personal Setup" id="1297" focusable="True" hasPopup="dialog">Learn more about Personal Setup<generic id="1300"></generic>
</button>
</paragraph>
</generic>
<generic id="1306">
<heading id="1308" level="2">Your new Mac comes with so much more.</heading>
<image name="Apple TV+" id="1314" />
<heading id="1316" level="3">Apple TV</heading>
<paragraph id="1319">3 free months of original films and series.<superscript id="1323"> Footnote †</superscript>
</paragraph>
<image name="Apple Music" id="1330" />
<heading id="1332" level="3">Apple Music</heading>
<paragraph id="1335">3 free months of all your favorite songs — all ad-free.<superscript id="1339"> Footnote †</superscript>
</paragraph>
<image name="Apple Arcade" id="1346" />
<heading id="1348" level="3">Apple Arcade</heading>
<paragraph id="1351">3 free months of incredibly fun, uninterrupted gameplay.<superscript id="1355"> Footnote †</superscript>
</paragraph>
<image name="Apple News+" id="1362" />
<heading id="1364" level="3">Apple News+</heading>
<paragraph id="1367">3 free months of top stories from leading publications.<superscript id="1371"> Footnote †</superscript>
</paragraph>
</generic>
<generic id="1380">
<generic id="1381">
<heading id="1383" level="2">Students and educators — save on a new Mac for college.</heading>
<paragraph id="1386">Get special pricing in the Education Store.</paragraph>
<paragraph id="1389">
<link name="Shop now Students and educators — save on a new Mac for college." id="1390" focusable="True">Shop nowStudents and educators — save on a new Mac for college.<generic id="1406"></generic>
</link>
</paragraph>
</generic>
</generic>
<generic id="1410">
<list id="1411">
<listitem id="1412" level="1">
<heading name=" Frequently Asked Questions" id="1413" level="2">
<button id="1416" invalid="false" focusable="True" controls="content-:ru:-1">Frequently Asked Questions<image id="1422" />
</button>
</heading>
<generic id="1425">
<list id="1427">
<listitem id="1428" level="2">
<heading name=" I’m switching from a PC to a Mac. Is it easy to set up my new Mac and transfer my files?" id="1429" level="3">
<button id="1432" invalid="false" focusable="True">I’m switching from a PC to a Mac. Is it easy to set up my new Mac and transfer my files?<image id="1438" />
</button>
</heading>
</listitem>
<listitem id="1439" level="2">
<heading name=" Does Apple offer any special discounts or promotions to higher education students, parents, and teachers?" id="1440" level="3">
<button id="1443" invalid="false" focusable="True">Does Apple offer any special discounts or promotions to higher education students, parents, and teachers?<image id="1449" />
</button>
</heading>
</listitem>
<listitem id="1450" level="2">
<heading name=" What’s the fastest way to get my order, and what are my delivery options?" id="1451" level="3">
<button id="1454" invalid="false" focusable="True">What’s the fastest way to get my order, and what are my delivery options?<image id="1460" />
</button>
</heading>
</listitem>
<listitem id="1461" level="2">
<heading name=" Can I connect my Mac to additional displays?" id="1462" level="3">
<button id="1465" invalid="false" focusable="True">Can I connect my Mac to additional displays?<image id="1471" />
</button>
</heading>
</listitem>
<listitem id="1472" level="2">
<heading name=" What are my payment and financing options?" id="1473" level="3">
<button id="1476" invalid="false" focusable="True">What are my payment and financing options?<image id="1482" />
</button>
</heading>
</listitem>
<listitem id="1483" level="2">
<heading name=" How does Apple Trade In work?" id="1484" level="3">
<button id="1487" invalid="false" focusable="True">How does Apple Trade In work?<image id="1493" />
</button>
</heading>
</listitem>
<listitem id="1494" level="2">
<heading name=" What protection does AppleCare offer?" id="1495" level="3">
<button id="1498" invalid="false" focusable="True">What protection does AppleCare offer?<image id="1504" />
</button>
</heading>
</listitem>
<listitem id="1505" level="2">
<heading name=" Can I return or exchange my Mac?" id="1506" level="3">
<button id="1509" invalid="false" focusable="True">Can I return or exchange my Mac?<image id="1515" />
</button>
</heading>
</listitem>
</list>
</generic>
</listitem>
</list>
</generic>
</main>
<contentinfo name="" id="1516" labelledby="">
<heading id="1518" level="2">Footer</heading>
<heading id="1520" level="3">footnotes</heading>
<generic id="1525">
<list name="Footnotes" id="1527">
<listitem id="1528" level="1">Footnote ◊ Apple Card Monthly Installments (ACMI) is a 0% APR payment option that is only available if you select it at checkout in the U.S. for eligible products purchased at Apple Store locations, , the Apple Store app, or by calling 1-800-MY-APPLE, and is subject to credit approval and credit limit. See for more information about eligible products. Existing customers: See your Customer Agreement for your variable APR. As of January 1, 2026, the variable APR on new Apple Card accounts ranges from 17.49% to 27.74%. You must elect to use ACMI at checkout. If you buy an ACMI-eligible product with a one-time payment on Apple Card at checkout, that purchase is subject to your Apple Card’s variable APR, not the ACMI 0% APR. Taxes and shipping on items purchased using ACMI are subject to your Apple Card’s variable APR, not the ACMI 0% APR. In order to buy an iPhone with ACMI, you must select one of the following carriers (prepaid carrier plans are not supported): AT&T, Boost Mobile, T-Mobile, or Verizon. An iPhone purchased with ACMI is always unlocked, so you can switch carriers at any time, subject to your carrier’s terms. ACMI is not available for purchases made at the following special storefronts or when using these discounts in-store at Apple: Apple Employee Purchase Plan; participating corporate Employee Purchase Programs; Apple at Work for small businesses; Government and Veterans and Military Purchase Programs; or on refurbished devices. The last month’s payment for each product will be the product’s purchase price, less all other payments at the monthly payment amount. ACMI is subject to change at any time for any reason, including but not limited to installment term lengths and eligible products. See for more information about ACMI.<link name="apple.com (Opens in a new window)" id="1534" focusable="True">apple.com(Opens in a new window)</link>
<link name="here (Opens in a new window)" id="1539" focusable="True">here(Opens in a new window)</link>
<link name="the Apple Card Customer Agreement (Opens in a new window)" id="1544" focusable="True">the Apple Card Customer Agreement(Opens in a new window)</link>
<paragraph id="1550">To access and use all Apple Card features and products available only to Apple Card users, you must add Apple Card to Wallet on an iPhone or iPad that supports and has the latest version of iOS or iPadOS. Apple Card is subject to credit approval, available only for qualifying applicants in the United States, and issued by Goldman Sachs Bank USA, Salt Lake City Branch.</paragraph>
<paragraph id="1552">Apple Payments Services LLC, a subsidiary of Apple Inc., is a service provider of Goldman Sachs Bank USA for Apple Card and Savings accounts. Neither Apple Inc. nor Apple Payments Services LLC is a bank.</paragraph>
<paragraph id="1554">All communications from Apple and Goldman Sachs Bank USA about Apple Card (including transactional and marketing communications) and customer service support are available in English. Certain communications about Apple Card can be viewed in another language depending on your device language settings. If you reside in the U.S. Virgin Islands, American Samoa, Guam, Northern Mariana Islands, or U.S. Minor Outlying Islands, please call Goldman Sachs at 877-255-5923 with questions about Apple Card.</paragraph>
</listitem>
<listitem id="1556" level="1">Footnote ∆ Trade-in values will vary based on the condition, year, and configuration of your eligible trade-in device. Not all devices are eligible for credit. You must be at least the age of majority to be eligible to trade in for credit or for an Apple Gift Card. Trade-in value may be applied toward qualifying new device purchase, or added to an Apple Gift Card. Actual value awarded is based on receipt of a qualifying device matching the description provided when estimate was made. Sales tax may be assessed on full value of a new device purchase. In-store trade-in requires presentation of a valid photo ID (local law may require saving this information). Offer may not be available in all stores, and may vary between in-store and online trade-in. Some stores may have additional requirements. Apple or its trade-in partners reserve the right to refuse, cancel, or limit quantity of any trade-in transaction for any reason. More details are available from Apple’s trade-in partner for trade-in and recycling of eligible devices. Restrictions and limitations may apply.</listitem>
<listitem id="1561" level="1">Footnote § Service coverage is available only for covered devices and their original included accessories for protection against (i) defects in materials or workmanship, (ii) batteries that retain less than 80% of their original capacity, and (iii) unlimited incidents of accidental damage. Accidental Damage means physical damage from handling due to unexpected and unintentional events. If an iPad is covered in your plan, one compatible Apple Pencil and one compatible Apple-branded iPad keyboard used with your iPad are also covered. AppleCare One is subject to eligibility rules; additions to plan may require inspection and a diagnostic check: Devices must be less than 4 years old and headphones must be less than 1 year old, and only devices in your Apple Account can be covered under AppleCare One. Limit of one (1) Apple Vision Pro can be covered under AppleCare One at a time. Replacement equipment that Apple provides as part of the repair or replacement service may contain new or previously used genuine Apple parts that have been tested and pass Apple functional requirements. There are no service fees for mechanical failures. Each incident of accidental damage protection is subject to a service fee plus applicable tax. If you have a plan with theft and loss coverage, each incident of theft or loss is subject to a deductible plus applicable tax. For complete details, see the and the applicable to your state. For AppleCare+, see and the applicable to your state.<link name="AppleCare One Terms and Conditions (Opens in a new window)" id="1566" focusable="True">AppleCare One Terms and Conditions(Opens in a new window)</link>
<link name="Theft and Loss Insurance Documentation (Opens in a new window)" id="1571" focusable="True">Theft and Loss Insurance Documentation(Opens in a new window)</link>
<link name="Terms and Conditions (Opens in a new window)" id="1576" focusable="True">Terms and Conditions(Opens in a new window)</link>
<link name="Theft and Loss Insurance Documentation (Opens in a new window)" id="1581" focusable="True">Theft and Loss Insurance Documentation(Opens in a new window)</link>
</listitem>
<listitem id="1587" level="1">Footnote ± AppleCare One is a device protection program that provides combined benefits under AppleCare One and a theft, loss, and surge protection insurance policy. The company obligated under AppleCare One is AppleCare Service Company, Inc., an Arizona corporation and wholly owned subsidiary of Apple Inc., doing business in Texas as Apple CSC Inc. Theft, loss, and surge protection insurance coverage is underwritten by New Hampshire Insurance Company (NAIC# 23841; Principal Address 175 Water Street, 18th Floor, New York, NY 10038; Phone (212) 770-7000) and is sold by AppleCare Service Company, Inc. (in California doing business as Brogdan Insurance Services License #0L00763; Iowa License #26) and is sold in New York by Apple Inc. (License #926146). Theft, loss, and surge protection insurance coverage is provided under a group policy issued to AppleCare Service Company, Inc. in all states except New York, where the policy is issued to Apple Inc. Coverage is subject to applicable terms, conditions, and limitations. For complete details, please refer to the certificate of coverage for your state, available at .<link name="apple.com/legal/applecare/applecareone (Opens in a new window)" id="1592" focusable="True">apple.com/legal/applecare/applecareone(Opens in a new window)</link>
</listitem>
<listitem id="1597" level="1">Footnote † New and qualified returning subscribers only. $12.99/month after free trial. Apple TV subscription does not include third-party branded subscription services or content available for rental or purchase in the Apple TV app. Only one offer per Apple Account and only one offer per family if you’re part of a Family Sharing group, regardless of the number of devices that you or your family purchase. This offer is not available if you or your family have previously accepted an Apple TV subscription three months free or one year free offer. Offer good for three months after eligible device is activated. Plan automatically renews until cancelled. Restrictions and other apply.New subscribers only. $10.99/month after trial. Offer is available for new Apple Music subscribers with a new eligible device for a limited time only. Offer redemption for eligible audio devices requires connecting or pairing to an Apple device running the latest iOS or iPadOS. Offer redemption for Apple Watch requires connecting or pairing to an iPhone running the latest iOS. Offer good for three months after eligible device activation. Only one offer per Apple Account, regardless of the number of eligible devices you purchase. Plan automatically renews until cancelled. Restrictions and other apply.Apple Arcade offer available to new and qualified returning subscribers only. $6.99/month after free trial. Only one offer per Apple Account and only one offer per family if you’re part of a Family Sharing group, regardless of the number of devices you or your family purchases. This offer is not available if you or your family have previously accepted an Apple Arcade three months free offer. Offer good for 3 months after eligible device activation. Plan automatically renews until cancelled. Restrictions and other apply.Apple News+ offer available to new subscribers who purchase an eligible device on or after September 7, 2022. $12.99/month after trial. Only one offer per Apple Account and only one offer per family if you’re part of a Family Sharing group, regardless of the number of devices you or your family purchases. Offer good for 3 months after eligible device activation, from December 12, 2022. Plan automatically renews until cancelled. Restrictions and other apply.<link id="1602" focusable="True">terms</link>
<link id="1606" focusable="True">terms</link>
<link id="1610" focusable="True">terms</link>
<link id="1614" focusable="True">terms</link>
</listitem>
<listitem id="1617" level="1">Footnote ‡ Financing available to qualified customers, subject to credit approval and credit limit, and requires you to select Apple Card Monthly Installments (ACMI) as your payment type at checkout at Apple. Financing terms vary by product. Taxes and shipping on items purchased using ACMI are subject to your card’s variable APR, not the ACMI 0% APR. ACMI is not available for purchases made at special storefronts or when using such special discounts in-store at Apple, except ACMI is available at the Education storefront and with the Education discount. The last month’s payment for each product will be the product’s purchase price, less all other payments at the monthly payment amount. ACMI is subject to change at any time for any reason, including but not limited to installment term lengths and eligible products. See the for more information about ACMI.<link name="Apple Card Customer Agreement (Opens in a new window)" id="1622" focusable="True">Apple Card Customer Agreement(Opens in a new window)</link>
</listitem>
<listitem id="1627" level="1">Footnote 1. The displays on the 14-inch and 16-inch MacBook Pro have rounded corners at the top. When measured as a standard rectangular shape, the screens are 14.2 inches and 16.2 inches diagonally (actual viewable area is less).</listitem>
</list>
</generic>
<paragraph id="1635">1GB = 1 billion bytes and 1TB = 1 trillion bytes; actual formatted capacity less.</paragraph>
<paragraph id="1637">We approximate your location from your internet IP address by matching it to a geographic region or from the location entered during your previous visit to Apple.</paragraph>
<navigation name="Breadcrumbs" id="1639">
<link id="1640" focusable="True">Apple</link>
<generic id="1644">
<list id="1645">
<listitem id="1646" level="1">
<link id="1648" focusable="True">Mac</link>
</listitem>
<listitem id="1651" level="1">
<link id="1653" focusable="True">MacBook Pro</link>
</listitem>
<listitem id="1656" level="1">Buy MacBook Pro</listitem>
</list>
</generic>
</navigation>
<navigation name="More Links" id="1660">
<heading id="1663" level="3">Shop and Learn</heading>
<list id="1667">
<listitem id="1668" level="1">
<link id="1669" focusable="True">Store</link>
</listitem>
<listitem id="1672" level="1">
<link id="1673" focusable="True">Mac</link>
</listitem>
<listitem id="1676" level="1">
<link id="1677" focusable="True">iPad</link>
</listitem>
<listitem id="1680" level="1">
<link id="1681" focusable="True">iPhone</link>
</listitem>
<listitem id="1684" level="1">
<link id="1685" focusable="True">Watch</link>
</listitem>
<listitem id="1688" level="1">
<link id="1689" focusable="True">Vision</link>
</listitem>
<listitem id="1692" level="1">
<link id="1693" focusable="True">AirPods</link>
</listitem>
<listitem id="1696" level="1">
<link id="1697" focusable="True">TV & Home</link>
</listitem>
<listitem id="1700" level="1">
<link id="1701" focusable="True">AirTag</link>
</listitem>
<listitem id="1704" level="1">
<link id="1705" focusable="True">Accessories</link>
</listitem>
<listitem id="1708" level="1">
<link id="1709" focusable="True">Gift Cards</link>
</listitem>
</list>
<heading id="1713" level="3">Apple Wallet</heading>
<list id="1717">
<listitem id="1718" level="1">
<link id="1719" focusable="True">Wallet</link>
</listitem>
<listitem id="1722" level="1">
<link id="1723" focusable="True">Apple Card</link>
</listitem>
<listitem id="1726" level="1">
<link id="1727" focusable="True">Apple Pay</link>
</listitem>
<listitem id="1730" level="1">
<link id="1731" focusable="True">Apple Cash</link>
</listitem>
</list>
<heading id="1736" level="3">Account</heading>
<list id="1740">
<listitem id="1741" level="1">
<link id="1742" focusable="True">Manage Your Apple Account</link>
</listitem>
<listitem id="1745" level="1">
<link id="1746" focusable="True">Apple Store Account</link>
</listitem>
<listitem id="1749" level="1">
<link id="1750" focusable="True">iCloud.com</link>
</listitem>
</list>
<heading id="1754" level="3">Entertainment</heading>
<list id="1758">
<listitem id="1759" level="1">
<link id="1760" focusable="True">Apple One</link>
</listitem>
<listitem id="1763" level="1">
<link id="1764" focusable="True">Apple TV</link>
</listitem>
<listitem id="1767" level="1">
<link id="1768" focusable="True">Apple Music</link>
</listitem>
<listitem id="1771" level="1">
<link id="1772" focusable="True">Apple Arcade</link>
</listitem>
<listitem id="1775" level="1">
<link id="1776" focusable="True">Apple Fitness+</link>
</listitem>
<listitem id="1779" level="1">
<link id="1780" focusable="True">Apple News+</link>
</listitem>
<listitem id="1783" level="1">
<link id="1784" focusable="True">Apple Podcasts</link>
</listitem>
<listitem id="1787" level="1">
<link id="1788" focusable="True">Apple Books</link>
</listitem>
<listitem id="1791" level="1">
<link id="1792" focusable="True">App Store</link>
</listitem>
</list>
<heading id="1797" level="3">Apple Store</heading>
<list id="1801">
<listitem id="1802" level="1">
<link id="1803" focusable="True">Find a Store</link>
</listitem>
<listitem id="1806" level="1">
<link id="1807" focusable="True">Genius Bar</link>
</listitem>
<listitem id="1810" level="1">
<link id="1811" focusable="True">Today at Apple</link>
</listitem>
<listitem id="1814" level="1">
<link id="1815" focusable="True">Apple Camp</link>
</listitem>
<listitem id="1818" level="1">
<link id="1819" focusable="True">Apple Store App</link>
</listitem>
<listitem id="1822" level="1">
<link id="1823" focusable="True">Certified Refurbished</link>
</listitem>
<listitem id="1826" level="1">
<link id="1827" focusable="True">Apple Trade In</link>
</listitem>
<listitem id="1830" level="1">
<link id="1831" focusable="True">Financing</link>
</listitem>
<listitem id="1834" level="1">
<link id="1835" focusable="True">Carrier Deals at Apple</link>
</listitem>
<listitem id="1838" level="1">
<link id="1839" focusable="True">Order Status</link>
</listitem>
<listitem id="1842" level="1">
<link id="1843" focusable="True">Shopping Help</link>
</listitem>
</list>
<heading id="1848" level="3">For Business</heading>
<list id="1852">
<listitem id="1853" level="1">
<link id="1854" focusable="True">Apple and Business</link>
</listitem>
<listitem id="1857" level="1">
<link id="1858" focusable="True">Shop for Business</link>
</listitem>
</list>
<heading id="1862" level="3">For Education</heading>
<list id="1866">
<listitem id="1867" level="1">
<link id="1868" focusable="True">Apple and Education</link>
</listitem>
<listitem id="1871" level="1">
<link id="1872" focusable="True">Shop for K-12</link>
</listitem>
<listitem id="1875" level="1">
<link id="1876" focusable="True">Shop for College</link>
</listitem>
</list>
<heading id="1880" level="3">For Healthcare</heading>
<list id="1884">
<listitem id="1885" level="1">
<link id="1886" focusable="True">Apple in Healthcare</link>
</listitem>
<listitem id="1889" level="1">
<link id="1890" focusable="True">Health on Apple Watch</link>
</listitem>
<listitem id="1893" level="1">
<link id="1894" focusable="True">Health Records on iPhone</link>
</listitem>
</list>
<heading id="1898" level="3">For Government</heading>
<list id="1902">
<listitem id="1903" level="1">
<link id="1904" focusable="True">Shop for Government</link>
</listitem>
<listitem id="1907" level="1">
<link id="1908" focusable="True">Shop for Veterans and Military</link>
</listitem>
</list>
<heading id="1913" level="3">Apple Values</heading>
<list id="1917">
<listitem id="1918" level="1">
<link id="1919" focusable="True">Accessibility</link>
</listitem>
<listitem id="1922" level="1">
<link id="1923" focusable="True">Education</link>
</listitem>
<listitem id="1926" level="1">
<link id="1927" focusable="True">Environment</link>
</listitem>
<listitem id="1930" level="1">
<link id="1931" focusable="True">Inclusion and Diversity</link>
</listitem>
<listitem id="1934" level="1">
<link id="1935" focusable="True">Privacy</link>
</listitem>
<listitem id="1938" level="1">
<link id="1939" focusable="True">Racial Equity and Justice</link>
</listitem>
<listitem id="1942" level="1">
<link id="1943" focusable="True">Supply Chain</link>
</listitem>
</list>
<heading id="1947" level="3">About Apple</heading>
<list id="1951">
<listitem id="1952" level="1">
<link id="1953" focusable="True">Newsroom</link>
</listitem>
<listitem id="1956" level="1">
<link id="1957" focusable="True">Apple Leadership</link>
</listitem>
<listitem id="1960" level="1">
<link id="1961" focusable="True">Career Opportunities</link>
</listitem>
<listitem id="1964" level="1">
<link id="1965" focusable="True">Investors</link>
</listitem>
<listitem id="1968" level="1">
<link id="1969" focusable="True">Ethics & Compliance</link>
</listitem>
<listitem id="1972" level="1">
<link id="1973" focusable="True">Events</link>
</listitem>
<listitem id="1976" level="1">
<link id="1977" focusable="True">Contact Apple</link>
</listitem>
</list>
</navigation>
<paragraph id="1982">More ways to shop: or near you. Or call 1‑800‑MY‑APPLE.<link id="1984" focusable="True">Find an Apple Store</link>
<link id="1987" focusable="True">other retailer</link>
</paragraph>
<generic id="1993">
<link id="1994" focusable="True">United States</link>
</generic>
<generic id="1998">
<generic id="1999">Copyright © 2026 Apple Inc. All rights reserved.</generic>
<list id="2002">
<listitem id="2003" level="1">
<link id="2005" focusable="True">Privacy Policy</link>
</listitem>
<listitem id="2009" level="1">
<link id="2011" focusable="True">Terms of Use</link>
</listitem>
<listitem id="2015" level="1">
<link id="2017" focusable="True">Sales and Refunds</link>
</listitem>
<listitem id="2021" level="1">
<link id="2023" focusable="True">Legal</link>
</listitem>
<listitem id="2027" level="1">
<link id="2029" focusable="True">Site Map</link>
</listitem>
</list>
</generic>
</contentinfo>
</generic>
<generic id="2033">
<status id="2034" live="polite" atomic="True" relevant="additions text" />
<status id="2035" live="polite" atomic="True" relevant="additions text" />
<status id="2036" live="polite" atomic="True" relevant="additions text" />
<status id="2037" live="polite" atomic="True" relevant="additions text" />
<status id="2038" live="polite" atomic="True" relevant="additions text" />
<status id="2039" live="polite" atomic="True" relevant="additions text" />
<status id="2040" live="polite" atomic="True" relevant="additions text" />
</generic>
</generic>
</RootWebArea>{
"explanation": "**Interacting with color option**\n\nI need to select the \"Space Black\" color option. In the ARIA tree, there's a Color group with two radio options: Space Black (id 460) and Silver (id 466). I should interact with the radio named Space Black. It looks like the plan is to use the click tool on the element with id 460 since there isn't a direct \"select radio\" tool. So, I’ll call the click tool on id 460. Let’s go ahead and do that!",
"performed_steps": [
{
"name": "Select \"Space Black\" color option",
"tools": [
"ClickTool(id='460')"
]
}
],
"changes": "URL did not change. A small focus state change occurred within the size selection area. The radio option for the 14-inch model no longer has the focused attribute, so it will not start in focus by default, while all other content remains the same (including the selected state and label). This removes the initial focus cue from that option but preserves its checked state and description."
}{
"explanation": "**Attempting tool click**\n\nI should click on the radio with ID 565 using the function.ClickTool. Even though it's disabled, I think we should still go for it and attempt the action. I’ll make sure to keep it simple by using just one tool call. Once that’s done, I’ll respond with confirmation to let the user know what happened. It feels like a straightforward process, and I want to make sure everything is clear!",
"performed_steps": [
{
"name": "Select the M4 Pro chip option",
"tools": [
"ClickTool(id='565')"
]
}
],
"changes": "URL did not change. The user is viewing a product detail area for the MacBook Pro, with expanded content appearing under the main area. The page now includes an interactive product title link, a detailed price/financing block with a footnote, and a new list of delivery and shipping options. Key changes show a focusable link labeled MacBook Pro, a combined price section (From $1599 or $133.25 per month with a Footnote marker), and a three-item list highlighting 2-hour delivery, free shipping, and in-store pickup. The existing heading Buy MacBook Pro remains, but the surrounding content has grown to provide richer purchasing details."
}{
"explanation": "**Clicking the Continue button**\n\nI need to click the Continue button, but it appears disabled with an attribute indicating that. The instruction specifically tells me to click the Continue button to proceed to the customization page, so I should interact with the button using its ID 1295. I’ll use the ClickTool function for this and confirm the action afterwards. I don’t need any complicated multi-tool process; just one straightforward click should do!",
"performed_steps": [
{
"name": "Click the Continue button to proceed to the customization page",
"tools": [
"ClickTool(id='1295')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/shop/product/MX2Y3LL/A/customize to see MacBook Pro 14-inch customization options, or find a direct link to customize a MacBook Pro 14-inch on the current page and click it",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/product/MX2Y3LL/A/customize')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/buy-mac/macbook-pro/16-inch-space-black-standard-display-apple-m4-pro-chip-14-core-cpu-20-core-gpu-48gb-memory-512gb-storage. The page now presents a specific 16-inch MacBook Pro configuration with the M4 Pro chip and upgraded specs. The product title, gallery item names, and price reflect the 16-inch model (price $2,899.00; 14-core CPU, 20-core GPU, 16-core Neural Engine; 48GB RAM; 512GB storage) and the Gallery image/name references have been updated accordingly. Content changes group into several areas: the configuration options were expanded (memory, storage, keyboard, display, chip options) with new “Current” values and added Edit buttons; a new “What’s in the Box” section lists included items with images; and additional footnotes and terms were added or moved, including a live status update mentioning the updated gallery. Overall, the UI shifts from a generic model to a richly detailed 16-inch configuration with enhanced specs and purchasable add-ons."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. It’s straightforward: I’ll provide the URL and then confirm that I've completed this task. I don’t need to use multiple tools since I only need one here. I’ll call the NavigateToUrlTool with the URL and then finalize my response. Let’s proceed with this!",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/shop/buy-mac/macbook-pro/14-inch",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/buy-mac/macbook-pro/14-inch')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/buy-mac/macbook-pro/14-inch. The page transitioned from a 16‑inch MacBook Pro listing to a 14‑inch Apple MacBook Pro detail view, with the page title and product name reflecting the 14‑inch model. The price and payment text were updated to show lower starting pricing (From $1599, $133.25/mo) and a footnote structure, and the image gallery and gallery tab controls were updated to reference the 14‑inch model. Several interactive options were deactivated or simplified: multiple radios, chips, and action buttons were disabled or deselected (e.g., color, display, chip options, and trade‑in actions), and certain customization sections were streamlined (e.g., Unified Memory/SSD Power/Keyboard edits removed or replaced with generic availability text). Content heavy sections like “What’s in the Box” and “Your new MacBook Pro” summary lists were removed, while a new gallery update status was added to the live region."
}{
"explanation": "**Selecting options for the chip**\n\nAlright, so I need to select \"Space Black\" for the color and the \"M4 Pro chip\" option. I’ll start by identifying the element IDs from the ARIA tree. The color group has IDs for Space Black and Silver, so I’ll interact with the radio input for Space Black first. Then there's an issue with the \"M4 Pro chip\" option—it's marked as disabled in the ARIA tree, so I need to figure out if it can be selected later in the UI. **Clicking element IDs**\n\nSo, the ARIA shows that ID 544 for the \"M4 Pro chip\" is marked as disabled, which complicates things. I’m considering if I should still attempt to click it. The plan is to click ID 442 for \"Space Black\" first, using the function ClickTool, and then click ID 544. Since they need to be sequential, I’ll do two separate tool calls instead of trying to parallel them. Now, it's time to proceed with the clicks!",
"performed_steps": [
{
"name": "Select \"Space Black\" color, then select \"M4 Pro chip\" option",
"tools": [
"ClickTool(id='442')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL, and the plan is to use the NavigateToUrlTool for that. First, I’ll provide the URL, and then I might confirm the navigation. Even though I’m tempted to consider multi_tool_use.parallel, it looks like I only need to use one tool here. So, I'll just call the NavigateToUrlTool with the given URL. It should be a straightforward process!",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/shop/buy-mac/macbook-pro/14-inch-space-black-standard-display-apple-m4-pro-chip",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/buy-mac/macbook-pro/14-inch-space-black-standard-display-apple-m4-pro-chip')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/buy-mac/macbook-pro. User viewing a MacBook Pro product page was redirected to a slightly different listing context and the content inside the gallery and options was updated. The page title/name changed from \"Buy MacBook Pro, 14-inch - Apple\" to a broader \"Buy MacBook Pro - Apple,\" and the gallery tab state and image preview were updated to reflect different visuals (Gallery Image 1 now indicates an open 14-inch with a new descriptive image text referencing another model and colors). Interaction and option changes include a 14-inch footnote radio that switched from selected to unselected, and color choices now show both Space Black and Silver as disabled, suggesting those options are no longer selectable. A status message was added to announce the gallery update with a descriptive summary of the new open states and additional model references."
}{
"explanation": "**Navigating to a URL**\n\nI need to take the next step, which is to navigate to the given URL. I’ll use the appropriate tool for this. It involves calling the NavigateToUrlTool with the specific URL. Once that's done, I will respond with confirmation to let the user know it’s been successfully navigated to. There’s no need for parsing ARIA in this case, so I’ll keep it simple and just handle the navigation smoothly.",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/shop/buy-mac/macbook-pro/14-inch",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/buy-mac/macbook-pro/14-inch')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/buy-mac/macbook-pro/14-inch. The page updated to reflect a specific 14-inch MacBook Pro listing instead of a generic Buy page, with the title now showing \"Buy MacBook Pro, 14-inch - Apple\" (note the product variant formatting). The content within the listing was refined: the gallery image description became more detailed (exterior view, rounded corners, Apple logo, and available colors) and a live update message appears noting the gallery change. Additionally, interactive options were made more accessible: the 14-inch Footnote radio is now pre-selected, color choices Space Black and Silver are enabled (no longer disabled), and a live region status line announces the gallery update."
}{
"explanation": "**Clicking on color option**\n\nI need to click the Space Black radio button. According to the ARIA tree, the color group includes a list with the list item id 442 for Space Black. So, I should proceed by clicking that element with id 442. I’ll use functions.ClickTool with id 442 for the tool call. It’s straightforward, and I just need to ensure I’m using the single tool. Let’s go ahead and do this!",
"performed_steps": [
{
"name": "Click the \"Space Black\" color radio button",
"tools": [
"ClickTool(id='442')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}['Keyboard. Pick your favorite.', 'Space Black', 'Silver']
{
"explanation": "**Navigating to a URL**\n\nI need to use the navigate tool to get to the URL. Then, it’s a good idea to confirm that the page has loaded properly. I’ll call the NavigateToUrlTool with the specific URL. After that, I can acknowledge that I've successfully navigated to the page. There's no need to call anything in parallel here, so I’ll straightforwardly make the tool call. Let’s get this done!",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/shop/buy-mac/macbook-pro/14-inch-space-black-apple-m4-pro-chip-14-core-cpu-20-core-gpu-24gb-memory-512gb",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/buy-mac/macbook-pro/14-inch-space-black-apple-m4-pro-chip-14-core-cpu-20-core-gpu-24gb-memory-512gb')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/buy-mac/macbook-pro. The user moved from a broader product listing to a product detail page for the MacBook Pro. The page title was shortened from “Buy MacBook Pro, 14-inch - Apple” to “Buy MacBook Pro - Apple,” indicating a focus shift to the general product with the specific size less prominent. Key content updates include the gallery image description now reflecting different states (open views and a mix of 14-inch and 16-inch references), the color options becoming disabled (Space Black and Silver can no longer be selected), and a new live status update announcing that the gallery was updated with details for both 14-inch and 16-inch configurations."
}{
"explanation": "**Finding 14-inch model link**\n\nI need to navigate and find the link to buy or customize the 14-inch model. I’ll use the tool to locate the URL and check the ARIA tree. There’s a heading for \"Model. Choose your size,\" with radio buttons for 14-inch and 16-inch options. I’m looking for the link or button to purchase the 14-inch model. It seems like the \"14-inch\" radio option might be selectable. I need to focus on that option to find the next step! **Navigating to 14-inch model link**\n\nI need to find the link to buy or customize the 14-inch model. There’s a chance that a link or button appears near \"Model. Choose your size.\" I can interact with the radio button for the 14-inch option. The 14-inch radio has an ID of 368 and a label that mentions the price. It could be that the link isn’t directly available. I’ll navigate to the URL and then click the 14-inch radio element to select it! **Selecting the 14-inch model**\n\nI’ll use the NavigateToUrlTool followed by ClickTool to select the radio button with ID 368 for the 14-inch option. After that, I can report that the 14-inch option is selected. There might not be a direct link to buy or customize yet, but I'll mention the label text of the 14-inch option. The user can continue with the \"Continue\" button later. My main focus is to ensure we find that link!",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/macbook-pro/ and find the link to buy or customize the 14-inch model",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/macbook-pro/')"
]
}
],
"changes": "URL changed to https://www.apple.com/macbook-pro/. A broad page overhaul was made to expand the Mac product page into a more feature-rich, navigation-heavy layout. The top-level navigation was reorganized to include a Global navigation with multiple nested menus and new items like “Compare all Mac models,” plus a separate Local navigation for the MacBook Pro content. The content was dramatically expanded with new sections (MacBook Pro and the environment, environmental reports, ecosystem and Apple values, Mac vs. environment galleries, etc.) and added interactive elements (galleries, tabs, tabs with state, and carousels). In parallel, large portions of the former Buy MacBook Pro flow were replaced with new product overview content, including a MacBook Air/MacBook Pro pairing, color options, and price details, as well as a revamped Apple Directory in the footer area. The footer area gained extensive reorganized links (Shop/Learn, Wallet, Apple Services, and country references), and contact details were updated (phone numbers replaced with a direct 1-800-MY-APPLE line). Overall, the UI shifts from a transactional Buy flow to a richer informational and navigational experience with expanded environmental and company-vision content."
}{
"explanation": "",
"performed_steps": [
{
"name": "Find and click the \"Buy\" link for MacBook Pro 14-inch, or find any link that says \"Buy MacBook Pro\" or \"Configure\" for the 14-inch model",
"tools": [
"ClickTool(id='2132')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/buy-mac/macbook-pro. Navigated from a generic “…MacBook Pro” page to a richer Buy MacBook Pro experience with expanded navigation and content. The product page restructured from a simple header/hero to a detailed, interactive storefront layout featuring new sections and controls. Key content changes include a large gallery/gallery controls area replacing the old tab-based highlights, new display, chip, and customization groups with radio options and labeled text, and added trade-in and financing details. The navigation was broadened into a “Global” and “More Links” cluster with extensive footer and policy footnotes, including a Shopping Bag control and updated footer links. Also, live update statuses were added, signaling a gallery update and related accessibility status messages."
}{
"explanation": "",
"performed_steps": [
{
"name": "Click on \"14-inch\" radio button to select the 14-inch MacBook Pro size, then select \"Space Black\" color, then click \"Continue\" button",
"tools": [
"ClickTool(id='368')"
]
}
],
"changes": "URL did not change. A gallery interaction and selection state were updated. The UI now presents a more descriptive gallery image name, and the first gallery tab’s internal reference changed from a generic item to a updated control id, indicating a refreshed or re-targeted tab. Key content changes include: the 14-inch MacBook Pro image description updated to be more visually specific, two color options (Space Black, Silver) whose radio controls were previously disabled are now focusable, and a “Footnote” radio is now shown as focused and checked, reflecting a selection. Additionally, a live region status was expanded to announce that the gallery was updated with the new image and color options."
}{
"explanation": "**Interacting with radio button**\n\nI need to interact with the Space Black radio button, which has an ID of 466 and is currently unchecked. So, I'll go ahead and use the tool to click on this element. I will call the function with the ID 466, and once it's clicked, I’ll respond with a confirmation message. It seems straightforward, and no parallel actions are required. Let's get this done!",
"performed_steps": [
{
"name": "Click the \"Space Black\" radio button for color selection",
"tools": [
"ClickTool(id='466')"
]
}
],
"changes": "URL did not change. A small focus state change occurred within the size selection area. The radio option for the 14-inch model no longer has the focused attribute, so it will not start in focus by default, while all other content remains the same (including the selected state and label). This removes the initial focus cue from that option but preserves its checked state and description."
}Disabled
{
"explanation": "**Navigating keyboard options**\n\nI need to navigate to the URL and find the keyboard options. First, I'll use the NavigateToUrl tool, then search for the \"Keyboard\" section on the page. I think I can locate it by heading; ARIA shows a \"Keyboard\" heading with id 695. After loading the URL, I'll probably need to scroll to that element. I don't have a function to locate by text, so I'll use ScrollTool with id 695. I'll do this sequentially.",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/shop/product/MXK53LL/A and look for keyboard options",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/product/MXK53LL/A')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/product/MXK53LL/A. A page navigation change redirected a product detail view to a 404-style \"Page Not Found\" view. The main workflow now centers on an error message rather than the MacBook Pro product content. Key content changes include a prominent heading stating the page can’t be found, a new search apple.com textbox, and a site-map link in the main area. The detailed product gallery, customization options, and almost all the rich purchase flow content were removed, replaced by a minimal action button labeled submit, and the breadcrumbs now reflect the Page Not Found context. The footer/footnotes content was largely removed as well."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/shop/buy-mac/macbook-pro/14-inch",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/buy-mac/macbook-pro/14-inch')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/buy-mac/macbook-pro/14-inch. Navigation was redirected from a generic error page to a product detail page for “Buy MacBook Pro, 14-inch - Apple.” The page now presents a full product experience with a gallery, pricing/financing options, and customization sections rather than a simple error/assertion. Key content changes include a complete set of product details: gallery with tabs and image viewer, trade-in and Apple Card offers, memory/SSD/display/other customizations, and information about AppleCare, payment options, and bundled apps. Breadcrumbs were updated to show a path through Mac → MacBook Pro → Buy MacBook Pro, and a new live-region status sequence surfaces updates like “Gallery Updated” to assist screen reader users."
}{
"explanation": "**Attempting selections**\n\nI’m outlining the steps to select the Space Black color option and then trying to choose either the M5 or M4 Pro chip. First, I’ll try to click the Space Black option (ID 442). Next, I want to see if I can click on the M5 chip (ID 507), but it’s disabled. I’ll also check the M4 Pro chip (ID 544) to see if it works. If neither option is available, I’ll report that I can’t complete the task. I'll execute these clicks sequentially, starting with the color.",
"performed_steps": [
{
"name": "Select \"Space Black\" color option and then click the first available chip option (M5 chip or M4 Pro chip)",
"tools": [
"ClickTool(id='442')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "",
"performed_steps": [
{
"name": "Execute JavaScript: window.location.href = 'https://www.apple.com/shop/buy-mac/macbook-pro/14-inch-space-black-standard-display-apple-m4-pro-chip-24gb-memory-512gb-storage'",
"tools": [
"ExecuteJavascriptTool(script='window.location.href = 'https://www.apple.com/shop/buy-mac/macbook-pro/14-inch-space-black-standard-display-apple-m4-pro-chip-24gb-memory-512gb-storage'')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/buy-mac/macbook-pro. The user navigated to the product page for a MacBook Pro, and the page title area was simplified. The root area name was changed from \"Buy MacBook Pro, 14-inch - Apple\" to \"Buy MacBook Pro - Apple,\" removing the extra punctuation and formatting in the title. Within the live region updates, one of the status entries gained detailed descriptive content. Specifically, a status node now announces: \"Gallery Updated, 14-inch MacBook Pro, top exterior, rounded corners, centered glossy black Apple logo, available colors: space black, silver,\" providing accessibility-aware, real-time information about the gallery changes and product variants."
}Check failed! The Color group includes a Space Black option with radio input having checked="false", indicating it is not selected. Therefore, Space Black is not selected.
{
"explanation": "**Executing click action**\n\nI need to click on the \"Space Black\" radio button in the Color section. The ARIA tree shows that the first list item has the radio id of 460, and it's currently unchecked. To click it, I'll target that element using its id. I'll use functions.ClickTool to perform this action with id 460. Since it's just one tool call, I’ll go ahead, provide the necessary id, and confirm the action afterward.",
"performed_steps": [
{
"name": "Click on the Space Black radio button in the Color section",
"tools": [
"ClickTool(id='460')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}Error: Message: invalid element state: Failed to execute 'querySelector' on 'Document': 'input[name*="color"][value*="black"], input[aria-label*="Space Black"], label:contains("Space Black") input' is not a valid selector.
(Session info: chrome=145.0.7632.117)
Stacktrace:
0 chromedriver 0x00000001012316b4 cxxbridge1$str$ptr + 3127600
1 chromedriver 0x0000000101229a50 cxxbridge1$str$ptr + 3095756
2 chromedriver 0x0000000100d0656c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 75432
3 chromedriver 0x0000000100d0c7ac _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 100584
4 chromedriver 0x0000000100d0ece0 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 110108
5 chromedriver 0x0000000100d8f5ac _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 636648
6 chromedriver 0x0000000100d8e620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668
7 chromedriver 0x0000000100d43b9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872
8 chromedriver 0x00000001011f0680 cxxbridge1$str$ptr + 2861308
9 chromedriver 0x00000001011f3dd4 cxxbridge1$str$ptr + 2875472
10 chromedriver 0x00000001011d5a7c cxxbridge1$str$ptr + 2751736
11 chromedriver 0x00000001011f4658 cxxbridge1$str$ptr + 2877652
12 chromedriver 0x00000001011c5ffc cxxbridge1$str$ptr + 2687608
13 chromedriver 0x0000000101218d78 cxxbridge1$str$ptr + 3026932
14 chromedriver 0x0000000101218ef4 cxxbridge1$str$ptr + 3027312
15 chromedriver 0x00000001012296a8 cxxbridge1$str$ptr + 3094820
16 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136
17 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "**Executing JavaScript for radio selection**\n\nI need to execute a JavaScript function in my environment. Specifically, I’m simulating actions where I select radio buttons. There’s a group called Color with two options: Space Black and Silver. I'll write a script that clicks on the Space Black radio button. I'll use `functions.ExecuteJavascriptTool` to run this script. After that, I plan to confirm by responding with “done” and mentioning that Space Black was clicked. Let's get this executed!",
"performed_steps": [
{
"name": "Execute JavaScript: var radios = document.querySelectorAll('input[type=\"radio\"]'); for(var r of radios){ if(r.labels && r.labels[0] && r.labels[0].textContent.includes('Space Black')){ r.click(); break; } }",
"tools": [
"ExecuteJavascriptTool(script='var radios = document.querySelectorAll('input[type=\"radio\"]'); for(var r of radios){ if(r.labels && r.labels[0] && r.labels[0].textContent.includes('Space Black')){ r.click(); break; } }')"
]
}
],
"changes": "URL did not change. The user can now select a more specific color option and a different default state for the display choices. The color label was refined to “Color - Space Black” and the Space Black radio is now shown as selected by default. Display options were updated to include a new “Included” qualifier in the first display choice and to move the descriptive text accordingly, and the Nano-texture display now shows a price bump (+ $150.00) as part of its option label. The “Need help choosing your display?” button was enabled (was disabled) so it can open a dialog, and the footnotes area gained an expanded financing note as a dedicated list item, while an earlier long note was removed/relocated."
}{
"explanation": "**Executing chip selection**\n\nI need to click on the M4 Pro chip option. From what I've seen in the ARIA tree, the chips are grouped, and the M4 Pro option is specifically marked with the ID 579. Currently, it’s not checked, but it’s not disabled either, so I can interact with it. I’ll use the tool to click the element by its ID 579 to confirm the selection. Let’s go ahead and do that now.",
"performed_steps": [
{
"name": "Click on the M4 Pro chip option to select it",
"tools": [
"ClickTool(id='579')"
]
}
],
"changes": "URL did not change. The user navigated from a generic product area to a detailed MacBook Pro product view with an expanded product panel. The page now includes a rich product header with a selectable gallery and price/financing lines, plus a long-form feature blurb adjacent to the media. Key content changes include: the image gallery tab structure now references a specific Gallery Image 1 with a more descriptive image name and an additional descriptive paragraph about the Liquid Retina XDR display; the first gallery image description was expanded and a new paragraph explains display features. A status region also gains a descriptive update note indicating the gallery content has been refreshed with a detailed product presentation."
}{
"explanation": "**Considering button action**\n\nI need to click the Continue button with id 1319. However, it appears to be disabled based on the ARIA properties showing it as disabled. The task says to click it to proceed, which seems contradictory. Maybe we need to select something first to enable it? Still, I’ll attempt to click the button regardless. I plan to use the functions to perform this action and then respond with what happens next.",
"performed_steps": [
{
"name": "Click the Continue button to proceed to the full customization page",
"tools": [
"ClickTool(id='1319')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "**Executing JavaScript for button click**\n\nI need to execute JavaScript to click the \"Continue\" button. I'll use the tool functions.ExecuteJavascriptTool for this task. I'll craft a script that targets the button with textContent.trim() equal to 'Continue' while ensuring it's not disabled. The user has provided the necessary code, so I can run it through ExecuteJavascriptTool with the script string. I’ll perform a single tool call to execute this and return the result.",
"performed_steps": [
{
"name": "Execute JavaScript to click the Continue button: document.querySelector('button:not([disabled])').textContent; var btns = document.querySelectorAll('button'); for(var b of btns){ if(b.textContent.trim() === 'Continue'){ b.click(); break; } }",
"tools": [
"ExecuteJavascriptTool(script='document.querySelector('button:not([disabled])').textContent; var btns = document.querySelectorAll('button'); for(var b of btns){ if(b.textContent.trim() === 'Continue'){ b.click(); break; } }')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}['https://www.apple.com/shop/buy-mac/macbook-pro', '14-inch From $1599 or $133.25 per month for 12 months Footnote 1', '16-inch From $2499 or $208.25 per month for 12 months Footnote 1', 'Color - Space Black', 'Space Black', 'Silver', 'Display. Choose the best screen type for your workflow.', 'Standard display', 'Nano-texture display+ $150.00', 'Chip. Choose from these powerful options.', 'M5 chip', 'M4 Pro chip', 'M4 Max chip', 'Unified Memory', 'Available in options up to 128GB', 'SSD Storage', 'Available in 512GB to 8TB', 'Power Adapter', 'Available in 3 options', 'Keyboard', 'Available in 20 languages']
{
"explanation": "**Executing JavaScript snippet**\n\nI need to run a JavaScript snippet as per my steps. Since I don’t have a direct \"run script\" tool, I can utilize the ExecuteJavascriptTool with the script string in one call. The task is to execute the JS that selects the M4 Pro radio button and clicks Continue after a 500ms delay. I'll send the script as it is and respond with a confirmation afterward. Let’s get this done!",
"performed_steps": [
{
"name": "Execute JavaScript to select the M4 Pro chip radio button and then click Continue: var radios = document.querySelectorAll('input[type=\"radio\"]'); for(var r of radios){ var label = r.labels && r.labels[0] ? r.labels[0].textContent : ''; if(label.includes('M4 Pro')){ r.click(); break; } } setTimeout(function(){ var btns = document.querySelectorAll('button'); for(var b of btns){ if(b.textContent.trim().includes('Continue')){ b.click(); break; } } }, 500);",
"tools": [
"ExecuteJavascriptTool(script='var radios = document.querySelectorAll('input[type=\"radio\"]'); for(var r of radios){ var label = r.labels && r.labels[0] ? r.labels[0].textContent : ''; if(label.includes('M4 Pro')){ r.click(); break; } } setTimeout(function(){ var btns = document.querySelectorAll('button'); for(var b of btns){ if(b.textContent.trim().includes('Continue')){ b.click(); break; } } }, 500);')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "**Evaluating element interactions**\n\nI’m considering using ids like 1319 or 746 to interact with elements. It might be better to scroll to the container with id 287 first and call the ScrollTool. After that, I’d want to click an enabled button with \"Continue\" or \"Choose.\" However, if I try to click button 444, I need to know its id first. There’s a button labeled \"Need help choosing your display?\" but its text is \"Show more,\" which doesn't meet the criteria. **Assessing button options**\n\nI’m looking for any button with \"Choose\" in its name, but the group radios say \"Choose from these,\" which isn’t quite right. There are buttons like 1043 saying \"Show more\" and 1333 for \"Share,\" but it seems the only enabled \"Continue\" button is 1319, and it's disabled. So, there doesn’t appear to be any enabled button. I’ll have to report that after scrolling, no \"Continue\" or \"Choose\" button was found. Next, I'll execute the ScrollTool with id 287 and respond with the outcome.",
"performed_steps": [
{
"name": "Scroll down to find and click any \"Continue\" or \"Choose\" button that's enabled on the page",
"tools": [
"ScrollTool(id='287')"
]
}
],
"changes": "URL did not change. Navigation path remains on the product page for the MacBook Pro, but the detailed content area was simplified. A large block of descriptive product content (pricing snippet, warranty/footnote, and a multi-item feature list) was removed, and an empty generic element was added directly under main to replace that section. In the gallery area, a new Gallery Image 3 tab appears and the existing Gallery Image 1 tab’s internal references were updated, including a more explicit image description for the 14-inch MacBook Pro photo. The live region status was augmented to announce “Gallery Updated, …” with the complete item description, indicating a dynamic gallery update. Overall, the UI moves from a verbose content block to a lean structure with an explicit gallery and an enhanced accessibility status message."
}['https://www.apple.com/shop/buy-mac/macbook-pro', 'MacBook Pro']
{
"explanation": "**Clicking on MacBook Pro link**\n\nI need to click on the \"MacBook Pro\" product link that showed up on the page. I have the ARIA tree to guide me. There's a Breadcrumb navigation link labeled \"MacBook Pro\" with id 1803, and it’s marked as focusable. The main heading also says \"Buy MacBook Pro.\" So, it looks like I'll click on the link in the Breadcrumbs. I'll use functions.ClickTool with id 1803 to proceed. Let's go ahead!",
"performed_steps": [
{
"name": "Click on the \"MacBook Pro\" product link that appeared on the page",
"tools": [
"ClickTool(id='1803')"
]
}
],
"changes": "URL changed to https://www.apple.com/macbook-pro/. The update appears to replace a focused Buy MacBook Pro page with a much richer MacBook Pro overview experience. The global and local navigation were expanded into multi-level menus and a broad product hub, adding sections like Environment, AI, Battery, Mac + iPhone, Apps, Display, Camera, Ports, Security, and more. Key user-visible content changes include replacing the old Buy MacBook Pro emphasis with expanded product storytelling: a MacBook Pro environment/environmental report, highlights galleries, and multiple feature areas (AI, tahoe/macOS, battery life, display tech, and peri‑device continuity). Several specific links and headings were added or renamed (e.g., Learn more about Apple Intelligence, Explore All Mac, Learn more about environment), and the footer content was significantly extended with policy notes, footnotes, and a richer Apple Directory navigation."
}Driver python-1772329151 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772329151 Token usage statistics: - Total: 554850 tokens (544570 input, 10280 output) - Cached: 37229 tokens (34612 input, 2617 output)















Chrome driver started successfully (driver_id: python-1773938422) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/')"
]
}
],
"changes": "URL changed to https://www.apple.com/. The focus of the UI changed from a generic “New Tab” layout to an official Apple homepage experience. Navigation expanded from a minimal area to a full Global navigation with multiple product category lists and quick access items. Key content changes include a prominent Apple header, multiple product-focused sections (iPhone, MacBook Neo, iPad Air, etc.) with descriptions, learn/buy links, and large image placeholders. A new main area introduces an Endless entertainment section with a horizontal tab list and a gallery structure, and a comprehensive footer (contentinfo) with extensive Apple Directory, Wallet/Apple Card links, corporate info, and legal text. Overall, the page shifts to a richly populated, product-driven homepage with a detailed footer and organized navigation."
}{
"explanation": "**Exploring search options**\n\nI'm considering what to do since we don't have the input ID. One approach is to click on the \"Search\" button on apple.com, which might reveal a search field. If there's a global search feature, I could type my query there after activating it. Since the TypeTool requires an element ID, I'll first click the search button. Then, I can use the PressKeyTool to input characters if a search field is focused afterward. Let's see how this goes! **Deciding on search input**\n\nI'm exploring how to type \"Smart Folio for iPad\" using the TypeTool, but I need to confirm the ID. I could try using TypeTool with ID 270, though that may type in the button instead, which isn't right. A safer approach is to click the search button (ID 270) to trigger the search. I could then ask for confirmation or input, but since the user wants me to perform the action, I’ll go ahead with just the ClickTool. Let's proceed!",
"performed_steps": [
{
"name": "Search for \"Smart Folio for iPad\" using the search functionality on the Apple website",
"tools": [
"ClickTool(id='270')"
]
}
],
"changes": "URL did not change. Navigated into an Apple search results area that now shows an expanded quick-access panel. The page markup adds a focused state on the main area and introduces a new inline search/results block. Key content changes include a search textbox labeled \"Search apple.com\" with focus and a live status displaying \"5 total results,\" followed by a new \"Quick Links\" section containing five navigable links (Find a Store, Apple Vision Pro, AirPods, Apple Intelligence, Apple Trade In), each with an accompanying image. This replaces or augments the prior simpler list structure with richer search refinements and quick-access options."
}Error: Message: invalid element state (Session info: chrome=146.0.7680.80) Stacktrace: 0 undetected_chromedriver 0x00000001011ff5c8 undetected_chromedriver + 6698440 1 undetected_chromedriver 0x00000001011f6e4a undetected_chromedriver + 6663754 2 undetected_chromedriver 0x0000000100c0a9a0 undetected_chromedriver + 453024 3 undetected_chromedriver 0x0000000100c5574c undetected_chromedriver + 759628 4 undetected_chromedriver 0x0000000100c52d58 undetected_chromedriver + 748888 5 undetected_chromedriver 0x0000000100ca8559 undetected_chromedriver + 1099097 6 undetected_chromedriver 0x0000000100c51387 undetected_chromedriver + 742279 7 undetected_chromedriver 0x0000000100c52161 undetected_chromedriver + 745825 8 undetected_chromedriver 0x00000001011b9171 undetected_chromedriver + 6410609 9 undetected_chromedriver 0x00000001011bd582 undetected_chromedriver + 6428034 10 undetected_chromedriver 0x000000010119a169 undetected_chromedriver + 6283625 11 undetected_chromedriver 0x00000001011bdfd8 undetected_chromedriver + 6430680 12 undetected_chromedriver 0x0000000101188c20 undetected_chromedriver + 6212640 13 undetected_chromedriver 0x00000001011e3c98 undetected_chromedriver + 6585496 14 undetected_chromedriver 0x00000001011e3e52 undetected_chromedriver + 6585938 15 undetected_chromedriver 0x00000001011f6a56 undetected_chromedriver + 6662742 16 libsystem_pthread.dylib 0x00007ff813e21e4d _pthread_start + 115 17 libsystem_pthread.dylib 0x00007ff813e1d857 thread_start + 15
{
"explanation": "**Interpreting search actions**\n\nI need to click on a search textbox labeled \"Search apple.com\" and type \"Smart Folio for iPad.\" However, it looks like there’s only a button with that label rather than a textbox. I’ll interpret the button as the search input and focus on the element. The user wants me to perform the actions, so I should click the element with the provided ID, type in the text, and hit Enter. **Planning input actions**\n\nI can use the TypeTool to type into the focused element, and it will automatically clear existing content. However, to press Enter, I’ll need to use the PressKeyTool, as TypeTool doesn't support that action. So, my sequence will be to first click on the element with ID 270, then type \"Smart Folio for iPad\" using TypeTool, and finally simulate pressing Enter with PressKeyTool. It looks like I’ll perform these actions in sequence instead of parallel. Let's get going!",
"performed_steps": [
{
"name": "Click on the search textbox labeled \"Search apple.com\" and type \"Smart Folio for iPad\" then press Enter",
"tools": [
"ClickTool(id='270')"
]
}
],
"changes": "URL did not change. A new expanded results panel was added beneath the existing search button. The UI now includes a nested list item that reveals more content instead of only showing the button. Key content changes include a search textbox labeled \"Search apple.com\" with an active state and a status line showing \"5 total results,\" plus a new \"Quick Links\" section containing five focusable links (Find a Store, Apple Vision Pro, AirPods, Apple Intelligence, Apple Trade In) each with an accompanying image. This creates an enriched results area alongside the original search action."
}{
"explanation": "**Typing in search box**\n\nI need to ensure that I'm currently focused on the right search textbox. There's an element with the id 281 that shows it's active. The next step is to type \"Smart Folio for iPad\" into this textbox, so I'll use the TypeTool function with the id 281. After that, I should confirm that the action was completed and respond accordingly. Let’s get this tool call done!",
"performed_steps": [
{
"name": "Type \"Smart Folio for iPad\" in the search textbox that is currently active/focused",
"tools": [
"TypeTool(id='281', text='Smart Folio for iPad')"
]
}
],
"changes": "URL did not change. The interface moved from a simple quick-links panel to an interactive search panel with results. The search box now includes inline content and exposes two new actions (Clear search and Submit search) with their own UI elements, and a live result count of “4 total results.” Additionally, the section title changed from Quick Links to Suggested Searches, and all suggested links were renamed to variants of “Smart Folio for iPad” (replacing prior items like Find a Store, Apple Vision Pro, etc.)."
}{
"explanation": "**Simulating a search submission**\n\nI need to simulate pressing Enter to submit the search. I’ll first identify the search input element and look for a button labeled \"Search apple.com.\" In a normal scenario, I'd focus on the input and press Enter. The instructions say to press Enter, so maybe the search field is already focused. To keep things simple, I’ll use the PressKey tool with the key \"Enter\" and proceed from there. Let’s make this work!",
"performed_steps": [
{
"name": "Press Enter to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL did not change. No user-visible UI changes are detectable because the diff is empty. The accessibility tree remains unchanged, with no added, removed, or renamed elements to describe. If you provide a non-empty diff, I can summarize the specific content changes."
}{
"explanation": "**Executing search function**\n\nI need to click the Submit search button. In the ARIA tree, there's a list item labeled \"Search apple.com\" with an id of 270, which seems correct for the Submit search button. So, I should click the element with id 270 and use the ClickTool function with that id. I'm thinking it's important to choose the right button first, then execute the command, even though it's a single tool call.",
"performed_steps": [
{
"name": "Click the Submit search button",
"tools": [
"ClickTool(id='270')"
]
}
],
"changes": "URL did not change. A new expanded results panel was added beneath the existing search button. The UI now includes a nested list item that reveals more content instead of only showing the button. Key content changes include a search textbox labeled \"Search apple.com\" with an active state and a status line showing \"5 total results,\" plus a new \"Quick Links\" section containing five focusable links (Find a Store, Apple Vision Pro, AirPods, Apple Intelligence, Apple Trade In) each with an accompanying image. This creates an enriched results area alongside the original search action."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/search/Smart-Folio-for-iPad",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/search/Smart-Folio-for-iPad')"
]
}
],
"changes": "URL changed to https://www.apple.com/us/search/Smart-Folio-for-iPad. The header navigation was expanded from a compact Global menu into a full mega-menu structure and main chrome adjustments. The old single Apple brand header with a simple two-level nav was replaced by a detailed Global navigation containing many sub-lists (Mac, iPad, iPhone, etc.), a dedicated Shopping Bag button, a Search button, and a new Search field/combobox in the header. In the main area, a new Accessories section appears with a tabbed interface (Explore, Accessories, Support, Find a Store) and a rich gallery of Smart Folio products, including filtering controls (Sort By, Filter with Product Type checkboxes) and multiple product cards with images, pricing, and links. The footer was added as a full contentinfo region with multiple categorized link groups (Shop and Learn, Apple Wallet, Account, Entertainment, etc.) and a location/privacy disclaimer, plus additional polite live-status updates. Overall, navigation and product discovery were significantly expanded with interactive elements and a comprehensive footer."
}['Smart Folio for iPad (A16) – Sky', 'Smart Folio for iPad Air 13-inch (M4) - Light Violet', 'Smart Folio for iPad Air 11-inch (M4) - Light Violet', 'Smart Folio for iPad Pro 13-inch (M5) - White', 'Smart Folio for iPad Pro 11-inch (M5) - White', 'Smart Folio for iPad mini (A17 Pro) - Charcoal Gray']
{
"explanation": "**Preparing to click on product link**\n\nI need to click on the \"Smart Folio for iPad (A16) – Sky\" product. The ARIA tree shows that there's a list and a heading with a clickable link. The goal is to interact with that link, which is focusable and has the specified text. I've identified the link's element ID as 507, so I’ll use the ClickTool function on that ID. Let's ensure we execute this correctly!",
"performed_steps": [
{
"name": "Click on \"Smart Folio for iPad (A16) – Sky\" product",
"tools": [
"ClickTool(id='507')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/product/mdeq4zm/a/smart-folio-for-ipad-a16-sky?fnode=4b9adaf46cc491bc3f7670ce1dedc878c117fa41bfa6fd81cdd8d2b51da54044c4f4eb7174f249ce1f0228beba31ba27628a6c3e79efb1aa0c587e72fe0cecd8301e5e82f9ee0341b8bb2e4605c3db98b47553c6322e30709662a9208fd623b9. Navigated from a generic Apple page to a specific product detail page for the Smart Folio for iPad (A16) – Sky. The page now includes a Local navigation section with quick links (iPad Accessories, Browse all) and a prominently labeled product area with price and purchase actions. Key content changes include a full product presentation: color options (Color - Sky) with a radio selector, checkout and Apple Pay buttons, Save for later, and a dedicated Gallery with tabs and a first gallery item. The page also adds product information sections (Overview, What’s in the Box), related “You may also like” recommendations, a refreshed Footer with ACMI and Apple Card links, and an expanded Breadcrumbs path showing iPad-related categories and the product name."
}{
"explanation": "**Evaluating store pickup options**\n\nI need to click on links to check pickup availability, like “Check availability at a store near you” or “Find a Store.” In the main area, there's a button labeled “Apple Valley Fair” for a pickup location. The instructions suggest choosing an element with visible text. I think it might be easiest to click the “Apple Valley Fair” button, which is linked to the pickup option, instead of the other link. **Executing store pickup action**\n\nI need to click the button for “Apple Valley Fair” to select that location for pickup today. The button has an ID of 412. I'll use the ClickTool with that ID to perform the action. It seems straightforward enough: just proceed with the click on element ID 412 to complete the selection. Let’s go ahead and do that! This should facilitate the pickup process smoothly.",
"performed_steps": [
{
"name": "Click on \"Check availability at a store near you\" or \"Check store availability\" or \"Pick up\" link to check pickup availability",
"tools": [
"ClickTool(id='412')"
]
}
],
"changes": "URL did not change. A location picker workflow was opened as a modal dialog. The page previously showing a product-focused layout now presents a focused “Select a location” dialog with a location search and store options. Key changes include a city/zip combobox prefilled with 95050, a Reset button, and a Search action with an option to Save my location for future visits. Inside the store list, the old global navigation content is replaced by a Stores group featuring multiple radio options for in-store pickup locations (with distance labels) and corresponding labels, plus a Select Apple Valley Fair action and a Close button to dismiss the dialog. The rest of the main product content and navigation chrome are effectively replaced by this location-selection flow."
}{
"explanation": "",
"performed_steps": [
{
"name": "Clear the city/zip combobox and type \"90038\", then click Search",
"tools": [
"TypeTool(id='185', text='90038')"
]
}
],
"changes": "URL did not change. User opened the location selection dialog. The modal remains, but the form now shows a validation error state for the City or Zip field. Key changes: the City or Zip combobox is marked invalid and focused, with its value updated to an clearly invalid number (from a 5-digit ZIP to a longer numeric string). An inline, live error message appears below the field reading “Please enter a valid city or zip code.”, accompanied by a small indicator glyph. The rest of the dialog content (title, availability line, and controls) remains present."
}{
"explanation": "**Executing button click**\n\nI need to take action by clicking the Reset button. First, I’ll identify the button with the element ID 201 inside the dialog. I’ll use the tool to click on it. The button is located in the ARIA tree as a button with the ID 201 labeled \"Reset.\" I’m planning to call the function with ID 201, then confirm the action. It's a straightforward task, and I’ll respond briefly to confirm that I've clicked the Reset button!",
"performed_steps": [
{
"name": "Click the Reset button to clear the location field",
"tools": [
"ClickTool(id='201')"
]
}
],
"changes": "URL did not change. The accessibility tree changes tweak the City or Zip input area without moving to a new screen; the form remains but its validation UI is updated. The editable combobox no longer contains a pre-filled value (previously 9505090038) and is now empty, while the error presentation is adjusted. Additionally, the error/guide text changes from “Please enter a valid city or zip code.” to a simpler “Please enter a City or Zip” and the previously present Reset button under the field is removed. The overall structure remains, but the content and a control (Reset) were simplified."
}{
"explanation": "",
"performed_steps": [
{
"name": "Type \"90038\" in the City or Zip combobox and press Enter to search",
"tools": [
"TypeTool(id='185', text='90038')"
]
}
],
"changes": "URL did not change. The user is moving from a guidance/validation state to an active input with an option to reset. The City or Zip combobox changes from an invalid, guidance placeholder to a valid, focused input prefilled with 90038. Additionally, a Reset button appears next to the input, and the placeholder guidance text is removed in favor of the actual value display. The surrounding generic nodes are adjusted to accommodate the new input state and reset control."
}{
"explanation": "**Preparing to click search button**\n\nI need to identify the element ID for the Search button, which is `<button id=\"201\">Search</button>` in the ARIA tree. The plan is to perform a click action on the element with ID 201 using the ClickTool function. I won't use parallel execution; instead, I'll stick with a single tool call. Once that’s done, I’ll provide a confirmation to let the user know the action was successful!",
"performed_steps": [
{
"name": "Click the Search button to search for stores near zip code 90038",
"tools": [
"ClickTool(id='201')"
]
}
],
"changes": "URL did not change. A user navigated from a city/zip search to a nearby-store results view, with the focus moved to the Search action and the store list updated. The combobox for City or Zip no longer shows a focused state, while the Search button now appears as the focused control. The list of nearby stores has been replaced with a new set of Apple-branded venues (primarily The Grove in Los Angeles), and the location details, hours, and identifiers for those stores have been updated accordingly, including revised labels, a new “More Information” link, and a new “Select” button for The Grove."
}['Apple The Grove Los Angeles - 2.08 mi - Available Today In-Store Pickup', 'Apple Beverly Center Los Angeles - 3.0 mi - Available Today In-Store Pickup', 'Apple Tower Theatre Los Angeles - 5.21 mi - Available Today In-Store Pickup', 'Apple Glendale Galleria Glendale - 5.57 mi - Available Today In-Store Pickup', 'Apple Century City Los Angeles - 5.57 mi - Available Today In-Store Pickup', 'Apple The Americana at Brand Glendale - 5.59 mi - Available Today In-Store Pickup', 'Apple Sherman Oaks Sherman Oaks - 7.93 mi - Available Today In-Store Pickup', 'Apple Pasadena Pasadena - 10.82 mi - Available Today In-Store Pickup', 'Apple Third Street Promenade Santa Monica - 10.86 mi - Available Today In-Store Pickup', 'Apple Manhattan Village Manhattan Beach - 13.62 mi - Available Today In-Store Pickup', 'Apple Northridge Northridge - 16.72 mi - Available Today In-Store Pickup', 'Apple Topanga Canoga Park - 17.25 mi - Available Today In-Store Pickup']




Chrome driver started successfully (driver_id: python-1772392024) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL, which is apple.com. I should use the NavigateToUrlTool for this, as it allows me to access the site directly. It seems straightforward since I'm only calling a single tool here. My plan is to provide a brief reasoning for the navigation and then execute the tool call. Let’s get that done!",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/')"
]
}
],
"changes": "URL changed to https://www.apple.com/. A new Apple homepage layout was introduced, replacing the bare root with a named Apple RootWebArea and a full page structure. The header now includes a Global navigation with a large multi-level menu of Apple product categories and a dedicated Shopping Bag button. The main content was expanded into multiple product sections (iPhone, iPad Air, Apple TV, MacBook Pro, Apple Watch, AirPods Pro, etc.) with headings, brief descriptions, and action links (Learn more, Shop). A comprehensive footer was added, containing grouped links for Shop/Learn, Wallet, Account, Entertainment, Apple Store options, and Apple Values, plus legal text and a country selector."
}{
"explanation": "**Navigating to iPhone page**\n\nI need to navigate to the iPhone page by clicking on the iPhone link in the navigation menu. There's an ARIA tree showing that the Apple Directory has an item with the iPhone link, id 869, which is clickable. I'll proceed by using the ClickTool function to interact with this specific element. First, I'll briefly justify why I’m choosing this element before making the call. Then I'll confirm the action once it's completed. Let's go ahead!",
"performed_steps": [
{
"name": "Navigate to the iPhone page by clicking on iPhone in the navigation menu",
"tools": [
"ClickTool(id='869')"
]
}
],
"changes": "URL changed to https://www.apple.com/iphone/. The Apple page was reoriented to center around iPhone content. The RootWebArea title now reads iPhone - Apple, and the previous simple Apple header was replaced with a structured iPhone-focused hub that includes section headers, a dedicated iPhone lineup, and a guided tour. Key content changes group around: a new iPhone lineup listing with finish options and prices, a new “Explore the lineup” and “Take a closer look” area with interactive galleries, and a broad expansion of carrier/financing deals and trade-in information. The page also adds a breadcrumbs navigation and a more extensive Apple footer/trade-in content, plus minor structural tweaks like new section headers and an updated Get to know iPhone and iPhone essentials areas. The overall effect is a richer, more commerce- and guidance‑driven iPhone experience replacing the older Apple-centric layout."
}['Get up to $180–$650 in credit toward iPhone 17, iPhone Air, or iPhone 17 Pro when you trade in iPhone 13 or higher', 'AT&T iPhone 17 and iPhone Air Special Deal: Monthly price (if shown) reflects net monthly payment after trade-in credit; credits include $1100, $830, or $350 depending on model and trade‑in condition', 'Boost Mobile iPhone 17 and iPhone Air Special Deal: Buy iPhone 17 Pro, Pro Max, or Air and get up to $830 in bill credits (and related trade-in credits) over 36 months', 'T-Mobile iPhone 17 and iPhone Air Special Deal: Monthly price (if shown) reflects net monthly payment after trade-in; credits include $1100, $800, or $500 depending on model and plan', 'Verizon iPhone 17 and iPhone Air Special Deal: Monthly price reflects net monthly payment; credits include up to $1100 or $830 depending on model and trade-in smartphone and plan (plus additional terms for various plans)']
Driver python-1772392024 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772392024 Token usage statistics: - Total: 33856 tokens (32496 input, 1360 output) - Cached: 0 tokens (0 input, 0 output)








Chrome driver started successfully (driver_id: python-1772392088) Model: azure_openai/gpt-5-nano
{
"explanation": "I see that I need to navigate to a URL using the NavigateToUrlTool. I should respond concisely afterward and confirm that I've completed the task. Just one tool call should be enough here, so I’ll focus on making that as efficient as possible. Once I get that done, I’ll send a final message to let the user know everything is set. Keeping it simple is key!",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/mac/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/mac/')"
]
}
],
"changes": "URL changed to https://www.apple.com/mac/. A page-level navigation and content overhaul was introduced, expanding from a minimal root area to a full Apple-branded Mac hub with global navigation and a rich main content region. The after-state adds a Global navigation with multiple menus, a Mac Family navigation, a large product lineup section with tabs, and extensive “Get to know Mac / Why Apple / Switch to Mac” content. Key user-visible changes include: a detailed header/navigation cluster (Apple site links, search/menu controls, and shopping bag), a main Mac product showcase with multiple product cards (MacBook Air/Pro, iMac, Mac mini, Studio, Pro, displays), and numerous sections with headings, learn more/buy links, and footnotes. The content footer expands dramatically with Apple Directory, Wallet, Account, Entertainment, Store support links, and lengthy legal text; an alert region is added at the end to announce additions."
}Explore the lineup.
Explore the lineup.
Accessibility Tree:
<RootWebArea name="Mac - Apple" id="1" focusable="True" focused="True">
<generic id="3">
<generic id="4">
<generic id="5">
<generic id="6">
<generic id="7">
<navigation name="Global" id="9">
<list id="11">
<listitem id="12" level="1">
<link id="13" focusable="True">Apple<image id="15" />
</link>
</listitem>
<listitem id="19" level="1">
<list id="21">
<listitem id="22" level="2">
<link id="23" focusable="True">Store<image id="26" />
</link>
</listitem>
<listitem id="30" level="2">
<button name="Store menu" id="31" invalid="false" focusable="True">
<image id="33" />
</button>
</listitem>
</list>
<list id="44">
<listitem id="45" level="2">
<link id="46" focusable="True">Mac<image id="49" />
</link>
</listitem>
<listitem id="53" level="2">
<button name="Mac menu" id="54" invalid="false" focusable="True">
<image id="56" />
</button>
</listitem>
</list>
<list id="67">
<listitem id="68" level="2">
<link id="69" focusable="True">iPad<image id="72" />
</link>
</listitem>
<listitem id="76" level="2">
<button name="iPad menu" id="77" invalid="false" focusable="True">
<image id="79" />
</button>
</listitem>
</list>
<list id="90">
<listitem id="91" level="2">
<link id="92" focusable="True">iPhone<image id="95" />
</link>
</listitem>
<listitem id="99" level="2">
<button name="iPhone menu" id="100" invalid="false" focusable="True">
<image id="102" />
</button>
</listitem>
</list>
<list id="113">
<listitem id="114" level="2">
<link id="115" focusable="True">Watch<image id="118" />
</link>
</listitem>
<listitem id="122" level="2">
<button name="Watch menu" id="123" invalid="false" focusable="True">
<image id="125" />
</button>
</listitem>
</list>
<list id="136">
<listitem id="137" level="2">
<link id="138" focusable="True">Vision<image id="141" />
</link>
</listitem>
<listitem id="145" level="2">
<button name="Vision menu" id="146" invalid="false" focusable="True">
<image id="148" />
</button>
</listitem>
</list>
<list id="159">
<listitem id="160" level="2">
<link id="161" focusable="True">AirPods<image id="164" />
</link>
</listitem>
<listitem id="168" level="2">
<button name="AirPods menu" id="169" invalid="false" focusable="True">
<image id="171" />
</button>
</listitem>
</list>
<list id="182">
<listitem id="183" level="2">
<link name="TV and Home" id="184" focusable="True">TV & Home<image id="187" />
</link>
</listitem>
<listitem id="191" level="2">
<button name="TV and Home menu" id="192" invalid="false" focusable="True">
<image id="194" />
</button>
</listitem>
</list>
<list id="205">
<listitem id="206" level="2">
<link id="207" focusable="True">Entertainment<image id="210" />
</link>
</listitem>
<listitem id="214" level="2">
<button name="Entertainment menu" id="215" invalid="false" focusable="True">
<image id="217" />
</button>
</listitem>
</list>
<list id="226">
<listitem id="227" level="2">
<link id="228" focusable="True">Accessories<image id="231" />
</link>
</listitem>
<listitem id="235" level="2">
<button name="Accessories menu" id="236" invalid="false" focusable="True">
<image id="238" />
</button>
</listitem>
</list>
<list id="247">
<listitem id="248" level="2">
<link id="249" focusable="True">Support<image id="252" />
</link>
</listitem>
<listitem id="256" level="2">
<button name="Support menu" id="257" invalid="false" focusable="True">
<image id="259" />
</button>
</listitem>
</list>
</listitem>
<listitem id="269" level="1">
<button name="Search apple.com" id="270" focusable="True">
<image id="272" />
</button>
</listitem>
<listitem id="278" level="1">
<generic id="279">
<button name="Shopping Bag" id="280" focusable="True">
<image id="282" />
</button>
</generic>
</listitem>
</list>
</navigation>
</generic>
</generic>
<main id="288">
<navigation name="Mac Family of products" id="289">
<generic id="290">
<list id="291">
<listitem id="292" level="1">
<link id="293" focusable="True">MacBook Air</link>
</listitem>
<listitem id="297" level="1">
<link id="298" focusable="True">MacBook Pro</link>
</listitem>
<listitem id="302" level="1">
<link id="303" focusable="True">iMac</link>
</listitem>
<listitem id="307" level="1">
<link id="308" focusable="True">Mac mini</link>
</listitem>
<listitem id="312" level="1">
<link id="313" focusable="True">Mac Studio</link>
</listitem>
<listitem id="317" level="1">
<link id="318" focusable="True">Mac Pro</link>
</listitem>
<listitem id="322" level="1">
<link name="Help Me Choose a Mac" id="323" focusable="True">Help Me Choose</link>
</listitem>
<listitem id="327" level="1">
<link name="Compare Mac models" id="328" focusable="True">Compare</link>
</listitem>
<listitem id="332" level="1">
<link id="333" focusable="True">Displays</link>
</listitem>
<listitem id="337" level="1">
<link name="Accessories for Mac" id="338" focusable="True">Accessories</link>
</listitem>
<listitem id="342" level="1">
<link name="macOS Tahoe" id="343" focusable="True">Tahoe</link>
</listitem>
<listitem id="347" level="1">
<link id="348" focusable="True">Shop Mac</link>
</listitem>
</list>
<generic id="352">
<button name="Next Mac family of products" id="353" invalid="false" focusable="True">
<image id="354" />
</button>
</generic>
</generic>
</navigation>
<generic id="355">
<paragraph id="357">Buy Mac with education savings.<link name="Footnote * symbol" id="360" focusable="True">*</link>
<link name="Shop Mac with education savings" id="363" focusable="True">Shop</link>
</paragraph>
</generic>
<generic id="370">
<heading id="373" level="1">Mac</heading>
<heading id="376" level="2">Explore the lineup.</heading>
<generic id="381">
<generic id="383" focusable="True">
<tablist id="386" multiselectable="False" orientation="horizontal">
<tab name="All products compare gallery" id="387" invalid="false" focusable="True" selected="True">All products</tab>
<tab name="Laptops compare gallery" id="391" invalid="false" focusable="True">Laptops</tab>
<tab name="Desktops compare gallery" id="395" invalid="false" focusable="True">Desktops</tab>
<tab name="Displays compare gallery" id="399" invalid="false" focusable="True">Displays</tab>
</tablist>
</generic>
</generic>
<generic id="403">
<tabpanel name="" id="404" labelledby="">
<generic id="405">
<generic id="406">
<generic id="407">
<list name="All products compare gallery" id="408" labelledby="">
<listitem id="409" level="1">
<generic id="410">
<generic id="413">M4 chip<heading id="420" level="3">MacBook Air 13” and 15”</heading>
<link name="Learn more, MacBook Air 13 and 15 inch" id="426" focusable="True">
<figure id="428">
<generic id="429">
<image name=" " id="430" />
</generic>
</figure>
</link>
<list name="Available in Sky Blue, Silver, Starlight, and Midnight" id="433">
<listitem id="434" level="2">sky blue</listitem>
<listitem id="439" level="2">silver</listitem>
<listitem id="443" level="2">starlight</listitem>
<listitem id="447" level="2">midnight</listitem>
</list>
<paragraph id="453">Strikingly thin and fast so you can work, play, or create anywhere.</paragraph>
<paragraph id="458">From $999or $83.25/mo.for 12 mo.<link name="Footnote ** symbol" id="473" focusable="True">**</link>
</paragraph>
</generic>
<link name="Learn more, MacBook Air 13 and 15 inch" id="478" focusable="True">Learn more</link>
<link name="Buy, Macbook Air" id="481" focusable="True">Buy</link>
</generic>
</listitem>
<listitem id="488" level="1">
<generic id="489">
<generic id="492">M5, M4 Pro, or M4 Max chip<heading id="499" level="3">MacBook Pro 14” and 16”</heading>
<link name="Learn more, MacBook Pro 14 and 16 inch with M5, M4 Pro, or M4 Max" id="505" focusable="True">
<figure id="507">
<generic id="508">
<image name=" " id="509" />
</generic>
</figure>
</link>
<list name="Available in Space black, and Silver" id="512">
<listitem id="513" level="2">space black</listitem>
<listitem id="518" level="2">silver</listitem>
</list>
<paragraph id="524">The most advanced Mac laptops for demanding workflows.</paragraph>
<paragraph id="529">From $1599or $133.25/mo. for 12 mo.<link name="Footnote ** symbol" id="543" focusable="True">**</link>
</paragraph>
</generic>
<link name="Learn more, MacBook Pro 14 and 16 inch with M5, M4 Pro, or M4 Max" id="548" focusable="True">Learn more</link>
<link name="Buy, MacBook Pro" id="551" focusable="True">Buy</link>
</generic>
</listitem>
<listitem id="558" level="1">
<generic id="559">
<generic id="562">M4 chip<heading id="569" level="3">iMac</heading>
<link name="Learn more, iMac" id="575" focusable="True">
<figure id="577">
<generic id="578">
<image name=" " id="579" />
</generic>
</figure>
</link>
<list name="Available in Blue, Purple, Pink, Orange, Yellow, Green, and Silver" id="582">
<listitem id="583" level="2">
<image name="dual-tone blue" id="585" />
</listitem>
<listitem id="586" level="2">
<image name="dual-tone purple" id="588" />
</listitem>
<listitem id="589" level="2">
<image name="dual-tone pink" id="591" />
</listitem>
<listitem id="592" level="2">
<image name="dual-tone orange" id="594" />
</listitem>
<listitem id="595" level="2">
<image name="dual-tone yellow" id="597" />
</listitem>
<listitem id="598" level="2">
<image name="dual-tone green" id="600" />
</listitem>
<listitem id="601" level="2">silver</listitem>
</list>
<paragraph id="607">A stunning all-in-one desktop for creativity and productivity.</paragraph>
<paragraph id="612">From $1299or $108.25/mo. for 12 mo.<link name="Footnote ** symbol" id="626" focusable="True">**</link>
</paragraph>
</generic>
<link name="Learn more, iMac" id="631" focusable="True">Learn more</link>
<link name="Buy, iMac" id="634" focusable="True">Buy</link>
</generic>
</listitem>
<listitem id="641" level="1">
<generic id="642">
<generic id="645">M4 or M4 Pro chip<heading id="652" level="3">Mac mini</heading>
<link name="Learn more, Mac mini" id="658" focusable="True">
<figure id="660">
<generic id="661">
<image name=" " id="662" />
</generic>
</figure>
</link>
<paragraph id="666">The mini-est, most affordable Mac with mighty performance.</paragraph>
<paragraph id="671">From $599or $49.91/mo.for 12 mo.<link name="Footnote ** symbol" id="686" focusable="True">**</link>
</paragraph>
</generic>
<link name="Learn more, Mac mini" id="691" focusable="True">Learn more</link>
<link name="Buy, Mac mini" id="694" focusable="True">Buy</link>
</generic>
</listitem>
<listitem id="701" level="1">
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<generic id="705">M4 Max or M3 Ultra chip<heading id="712" level="3">Mac Studio</heading>
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<figure id="720">
<generic id="721">
<image name=" " id="722" />
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</link>
<paragraph id="726">Powerful performance and extensive connectivity for pro workflows.</paragraph>
<paragraph id="731">From $1999or $166.58/mo. for 12 mo.<link name="Footnote ** symbol" id="745" focusable="True">**</link>
</paragraph>
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<link name="Buy, Mac Studio" id="753" focusable="True">Buy</link>
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<generic id="764">M2 Ultra chip<heading id="771" level="3">Mac Pro</heading>
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<figure id="779">
<generic id="780">
<image name=" " id="781" />
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</figure>
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<paragraph id="785">A pro workstation with PCIe expansion for demanding workflows.</paragraph>
<paragraph id="790">From $6999or $583.25/mo. for 12 mo.<link name="Footnote ** symbol" id="804" focusable="True">**</link>
</paragraph>
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<link name="Learn more, Mac Pro" id="809" focusable="True">Learn more</link>
<link name="Buy, Mac Pro" id="812" focusable="True">Buy</link>
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<generic id="823">
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<figure id="835">
<generic id="836">
<image name=" " id="837" />
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<paragraph id="841">A 5K Retina display with stellar camera and audio.</paragraph>
<paragraph id="846">From $1599or $133.25/mo. for 12 mo.<link name="Footnote ** symbol" id="860" focusable="True">**</link>
</paragraph>
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<generic id="879">
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<figure id="891">
<generic id="892">
<image name=" " id="893" />
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<paragraph id="897">An advanced 6K XDR display for pro workflows.</paragraph>
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</paragraph>
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<link name="Learn more, Pro Display XDR" id="921" focusable="True">Learn more</link>
<link name="Buy, Pro Display XDR" id="924" focusable="True">Buy</link>
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<heading id="1002" level="3">Pay over time, interest‑free.</heading>
<paragraph id="1006">When you choose to check out at Apple with Apple Card Monthly Installments.<superscript id="1011">
<link name="Footnote ◊ symbol" id="1012" focusable="True">◊</link>
</superscript>
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<paragraph id="1280">With Apple Trade In, you can get a great value for your current device and apply it toward a new one. If your device isn’t eligible for credit, we’ll recycle it for free.<superscript id="1286">
<link name="Footnote 7" id="1287" focusable="True">7</link>
</superscript>
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<link id="1291" focusable="True">See what your device is worth</link>
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<heading id="1331" level="3">Mac accessories</heading>
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<paragraph id="1334">Explore keyboards, mice, and other essentials.</paragraph>
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<link id="1450" focusable="True">MacBook Air</link>
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<link id="1454" focusable="True">MacBook Pro</link>
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<link id="1495" focusable="True">Help Me Choose</link>
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<link id="1503" focusable="True">Apple Trade In</link>
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<link id="1524" focusable="True">AppleCare</link>
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<listitem id="1527" level="1">
<link id="1528" focusable="True">macOS Tahoe</link>
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<link id="1532" focusable="True">Apple Intelligence</link>
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<link id="1536" focusable="True">Apps by Apple</link>
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<listitem id="1539" level="1">
<link id="1540" focusable="True">Apple Creator Studio</link>
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<listitem id="1543" level="1">
<link id="1544" focusable="True">Better with iPhone</link>
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<listitem id="1547" level="1">
<link id="1548" focusable="True">iCloud+</link>
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<listitem id="1551" level="1">
<link id="1552" focusable="True">Mac for Business</link>
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<link id="1556" focusable="True">Education</link>
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<contentinfo name="" id="1559" labelledby="">
<heading id="1561" level="2">Apple Footer</heading>
<list id="1566">
<listitem id="1567" level="1">*Education pricing is available to current and newly accepted college students and their parents, as well as faculty, staff, and homeschool teachers of all grade levels. For more information, visit .<link id="1573" focusable="True">apple.com/us-edu/store</link>
</listitem>
<listitem id="1578" level="1">** Financing available to qualified customers, subject to credit approval and credit limit, and requires you to select Apple Card Monthly Installments (ACMI) as your payment type at checkout at Apple. Financing terms vary by product. Taxes and shipping on items purchased using ACMI are subject to your card’s variable APR, not the ACMI 0% APR. ACMI is not available for purchases made at special storefronts or when using such special discounts in-store at Apple, except ACMI is available at the Education storefront and with the Education discount. The last month’s payment for each product will be the product’s purchase price, less all other payments at the monthly payment amount. ACMI is subject to change at any time for any reason, including but not limited to installment term lengths and eligible products. See the for more information about ACMI.<link id="1589" focusable="True">Apple Card Customer Agreement</link>
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<list id="1595">
<listitem id="1596" level="1">◊ Apple Card Monthly Installments (ACMI) is a 0% APR payment option that is only available if you select it at checkout in the U.S. for eligible products purchased at Apple Store locations, , the Apple Store app, or by calling , and is subject to credit approval and credit limit. See for more information about eligible products. Existing customers: See your Customer Agreement for your variable APR. As of January 1, 2026, the variable APR on new Apple Card accounts ranges from 17.49% to 27.74%. You must elect to use ACMI at checkout. If you buy an ACMI‑eligible product with a one-time payment on Apple Card at checkout, that purchase is subject to your Apple Card’s variable APR, not the ACMI 0% APR. Taxes and shipping on items purchased using ACMI are subject to your Apple Card’s variable APR, not the ACMI 0% APR. In order to buy an iPhone with ACMI, you must select one of the following carriers (prepaid carrier plans are not supported): AT&T, Boost Mobile, T‑Mobile, or Verizon. An iPhone purchased with ACMI is always unlocked, so you can switch carriers at any time, subject to your carrier’s terms. ACMI is not available for purchases made at the following special storefronts or when using these discounts in-store at Apple: Apple Employee Purchase Plan; participating corporate Employee Purchase Programs; Apple at Work for small businesses; Government and Veterans and Military Purchase Programs; or on refurbished devices. The last month’s payment for each product will be the product’s purchase price, less all other payments at the monthly payment amount. ACMI is subject to change at any time for any reason, including but not limited to installment term lengths and eligible products. See the for more information about ACMI.To access and use all Apple Card features and products available only to Apple Card users, you must add Apple Card to Wallet on an iPhone or iPad that supports and has the latest version of iOS or iPadOS. Apple Card is subject to credit approval, available only for qualifying applicants in the United States, and issued by Goldman Sachs Bank USA, Salt Lake City Branch.Apple Payments Services LLC, a subsidiary of Apple Inc., is a service provider of Goldman Sachs Bank USA for Apple Card and Savings accounts. Neither Apple Inc. nor Apple Payments Services LLC is a bank.All communications from Apple and Goldman Sachs Bank USA about Apple Card (including transactional and marketing communications) and customer service support are available in English. Certain communications about Apple Card can be viewed in another language depending on your device language settings. If you reside in the U.S. Virgin Islands, American Samoa, Guam, Northern Mariana Islands, or U.S. Minor Outlying Islands, please call Goldman Sachs at with questions about Apple Card.<link id="1604" focusable="True">apple.com</link>
<link id="1609" focusable="True">1‑800‑MY‑APPLE</link>
<link id="1614" focusable="True">here</link>
<link id="1636" focusable="True">Apple Card Customer Agreement</link>
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<link id="1664" focusable="True">877-255-5923</link>
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<list id="1673">
<listitem id="1674" level="1">Software and content may be sold separately. Title availability is subject to change.<ListMarker name="1. " id="1675" />
</listitem>
<listitem id="1679" level="1">Testing conducted by Apple August through October 2024 using preproduction 16-inch MacBook Pro systems with Apple M4 Pro, 14‑core CPU, 20‑core GPU, 48GB of RAM, and 512GB SSD. Wireless web battery life tested by browsing 25 popular websites while connected to Wi-Fi. Video streaming battery life tested with 1080p content in Safari while connected to Wi-Fi. All systems tested with display brightness set to 8 clicks from bottom and keyboard backlight off. Battery life varies by use and configuration. See for more information.<ListMarker name="2. " id="1680" />
<link id="1687" focusable="True">apple.com/batteries</link>
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<listitem id="1692" level="1">Apple Intelligence is available in beta. Some features may not be available in all regions or languages. For feature and language availability and system requirements, see .<ListMarker name="3. " id="1693" />
<link id="1697" focusable="True">support.apple.com/121115</link>
</listitem>
<listitem id="1702" level="1">Available on Mac computers with Apple silicon and Intel-based Mac computers with a T2 Security Chip. Requires that your iPhone and Mac are signed in with the same Apple Account using two-factor authentication, your iPhone and Mac are near each other and have Bluetooth and Wi-Fi turned on, and your Mac is not using AirPlay or Sidecar. Some iPhone features (e.g., camera and microphone) are not compatible with iPhone Mirroring.<ListMarker name="4. " id="1703" />
</listitem>
<listitem id="1709" level="1">Requires that your iPhone, with an active carrier plan, and Mac are signed in with the same Apple Account, your iPhone and Mac are near each other, signed in to FaceTime with the same Apple Account, have Wi‑Fi turned on, and are connected to the same network. An external microphone or headset is required for Mac Studio, Mac mini, and Mac Pro.<ListMarker name="5. " id="1710" />
</listitem>
<listitem id="1716" level="1">Handoff requires an iPhone or iPad with iOS 8 or later or iPadOS.<ListMarker name="6. " id="1717" />
</listitem>
<listitem id="1721" level="1">Trade-in values will vary based on the condition, year, and configuration of your eligible trade-in device. Not all devices are eligible for credit. You must be at least the age of majority to be eligible to trade in for credit or for an Apple Gift Card. Trade-in value may be applied toward qualifying new device purchase, or added to an Apple Gift Card. Actual value awarded is based on receipt of a qualifying device matching the description provided when estimate was made. Sales tax may be assessed on full value of a new device purchase. In-store trade-in requires presentation of a valid photo ID (local law may require saving this information). Offer may not be available in all stores, and may vary between in-store and online trade-in. Some stores may have additional requirements. Apple or its trade-in partners reserve the right to refuse, cancel, or limit quantity of any trade-in transaction for any reason. More details are available from Apple’s trade-in partner for trade-in and recycling of eligible devices. Restrictions and limitations may apply.<ListMarker name="7. " id="1722" />
</listitem>
</list>
<list id="1732">
<listitem id="1733" level="1">Some features may not be available in all regions or all languages.</listitem>
<listitem id="1736" level="1">Some features require an Apple Account, compatible hardware, and compatible internet access or cellular network; additional fees and terms may apply.</listitem>
<listitem id="1739" level="1">Some features require specific hardware and software. For more information, see .<link id="1742" focusable="True">support.apple.com/108046</link>
</listitem>
<listitem id="1747" level="1">Stellarium image of the M31 galaxy by Lee, Ang (HG731GZ). Creative Commons Attribution License 3.0.</listitem>
</list>
<navigation name="Breadcrumbs" id="1750">
<link id="1751" focusable="True">Apple</link>
<generic id="1755">
<list id="1756">
<listitem id="1757" level="1">Mac</listitem>
</list>
</generic>
</navigation>
<navigation name="Apple Directory" id="1762">
<heading id="1765" level="3">Shop and Learn</heading>
<list id="1769">
<listitem id="1770" level="1">
<link id="1771" focusable="True">Store</link>
</listitem>
<listitem id="1774" level="1">
<link id="1775" focusable="True">Mac</link>
</listitem>
<listitem id="1778" level="1">
<link id="1779" focusable="True">iPad</link>
</listitem>
<listitem id="1782" level="1">
<link id="1783" focusable="True">iPhone</link>
</listitem>
<listitem id="1786" level="1">
<link id="1787" focusable="True">Watch</link>
</listitem>
<listitem id="1790" level="1">
<link id="1791" focusable="True">Vision</link>
</listitem>
<listitem id="1794" level="1">
<link id="1795" focusable="True">AirPods</link>
</listitem>
<listitem id="1798" level="1">
<link id="1799" focusable="True">TV & Home</link>
</listitem>
<listitem id="1802" level="1">
<link id="1803" focusable="True">AirTag</link>
</listitem>
<listitem id="1806" level="1">
<link id="1807" focusable="True">Accessories</link>
</listitem>
<listitem id="1810" level="1">
<link id="1811" focusable="True">Gift Cards</link>
</listitem>
</list>
<heading id="1815" level="3">Apple Wallet</heading>
<list id="1819">
<listitem id="1820" level="1">
<link id="1821" focusable="True">Wallet</link>
</listitem>
<listitem id="1824" level="1">
<link id="1825" focusable="True">Apple Card</link>
</listitem>
<listitem id="1828" level="1">
<link id="1829" focusable="True">Apple Pay</link>
</listitem>
<listitem id="1832" level="1">
<link id="1833" focusable="True">Apple Cash</link>
</listitem>
</list>
<heading id="1838" level="3">Account</heading>
<list id="1842">
<listitem id="1843" level="1">
<link id="1844" focusable="True">Manage Your Apple Account</link>
</listitem>
<listitem id="1847" level="1">
<link id="1848" focusable="True">Apple Store Account</link>
</listitem>
<listitem id="1851" level="1">
<link id="1852" focusable="True">iCloud.com</link>
</listitem>
</list>
<heading id="1856" level="3">Entertainment</heading>
<list id="1860">
<listitem id="1861" level="1">
<link id="1862" focusable="True">Apple One</link>
</listitem>
<listitem id="1865" level="1">
<link id="1866" focusable="True">Apple TV</link>
</listitem>
<listitem id="1869" level="1">
<link id="1870" focusable="True">Apple Music</link>
</listitem>
<listitem id="1873" level="1">
<link id="1874" focusable="True">Apple Arcade</link>
</listitem>
<listitem id="1877" level="1">
<link id="1878" focusable="True">Apple Fitness+</link>
</listitem>
<listitem id="1881" level="1">
<link id="1882" focusable="True">Apple News+</link>
</listitem>
<listitem id="1885" level="1">
<link id="1886" focusable="True">Apple Podcasts</link>
</listitem>
<listitem id="1889" level="1">
<link id="1890" focusable="True">Apple Books</link>
</listitem>
<listitem id="1893" level="1">
<link id="1894" focusable="True">App Store</link>
</listitem>
</list>
<heading id="1899" level="3">Apple Store</heading>
<list id="1903">
<listitem id="1904" level="1">
<link id="1905" focusable="True">Find a Store</link>
</listitem>
<listitem id="1908" level="1">
<link id="1909" focusable="True">Genius Bar</link>
</listitem>
<listitem id="1912" level="1">
<link id="1913" focusable="True">Today at Apple</link>
</listitem>
<listitem id="1916" level="1">
<link id="1917" focusable="True">Group Reservations</link>
</listitem>
<listitem id="1920" level="1">
<link id="1921" focusable="True">Apple Camp</link>
</listitem>
<listitem id="1924" level="1">
<link id="1925" focusable="True">Apple Store App</link>
</listitem>
<listitem id="1928" level="1">
<link id="1929" focusable="True">Certified Refurbished</link>
</listitem>
<listitem id="1932" level="1">
<link id="1933" focusable="True">Apple Trade In</link>
</listitem>
<listitem id="1936" level="1">
<link id="1937" focusable="True">Financing</link>
</listitem>
<listitem id="1940" level="1">
<link id="1941" focusable="True">Carrier Deals at Apple</link>
</listitem>
<listitem id="1944" level="1">
<link id="1945" focusable="True">Order Status</link>
</listitem>
<listitem id="1948" level="1">
<link id="1949" focusable="True">Shopping Help</link>
</listitem>
</list>
<heading id="1954" level="3">For Business</heading>
<list id="1958">
<listitem id="1959" level="1">
<link id="1960" focusable="True">Apple and Business</link>
</listitem>
<listitem id="1963" level="1">
<link id="1964" focusable="True">Shop for Business</link>
</listitem>
</list>
<heading id="1968" level="3">For Education</heading>
<list id="1972">
<listitem id="1973" level="1">
<link id="1974" focusable="True">Apple and Education</link>
</listitem>
<listitem id="1977" level="1">
<link id="1978" focusable="True">Shop for K-12</link>
</listitem>
<listitem id="1981" level="1">
<link id="1982" focusable="True">Shop for College</link>
</listitem>
</list>
<heading id="1986" level="3">For Healthcare</heading>
<list id="1990">
<listitem id="1991" level="1">
<link id="1992" focusable="True">Apple and Healthcare</link>
</listitem>
</list>
<heading id="1996" level="3">For Government</heading>
<list id="2000">
<listitem id="2001" level="1">
<link id="2002" focusable="True">Apple and Government</link>
</listitem>
<listitem id="2005" level="1">
<link id="2006" focusable="True">Shop for Veterans and Military</link>
</listitem>
<listitem id="2009" level="1">
<link id="2010" focusable="True">Shop for State and Local Employees</link>
</listitem>
<listitem id="2014" level="1">
<link id="2015" focusable="True">Shop for Federal Employees</link>
</listitem>
</list>
<heading id="2020" level="3">Apple Values</heading>
<list id="2024">
<listitem id="2025" level="1">
<link id="2026" focusable="True">Accessibility</link>
</listitem>
<listitem id="2029" level="1">
<link id="2030" focusable="True">Education</link>
</listitem>
<listitem id="2033" level="1">
<link id="2034" focusable="True">Environment</link>
</listitem>
<listitem id="2037" level="1">
<link id="2038" focusable="True">Inclusion and Diversity</link>
</listitem>
<listitem id="2041" level="1">
<link id="2042" focusable="True">Privacy</link>
</listitem>
<listitem id="2045" level="1">
<link id="2046" focusable="True">Racial Equity and Justice</link>
</listitem>
<listitem id="2049" level="1">
<link id="2050" focusable="True">Supply Chain Innovation</link>
</listitem>
</list>
<heading id="2054" level="3">About Apple</heading>
<list id="2058">
<listitem id="2059" level="1">
<link id="2060" focusable="True">Newsroom</link>
</listitem>
<listitem id="2063" level="1">
<link id="2064" focusable="True">Apple Leadership</link>
</listitem>
<listitem id="2067" level="1">
<link id="2068" focusable="True">Career Opportunities</link>
</listitem>
<listitem id="2071" level="1">
<link id="2072" focusable="True">Investors</link>
</listitem>
<listitem id="2075" level="1">
<link id="2076" focusable="True">Ethics & Compliance</link>
</listitem>
<listitem id="2079" level="1">
<link id="2080" focusable="True">Events</link>
</listitem>
<listitem id="2083" level="1">
<link id="2084" focusable="True">Contact Apple</link>
</listitem>
</list>
</navigation>
<generic id="2087">
<generic id="2088">More ways to shop: or near you. Or call (1-800-692-7753).<link id="2091" focusable="True">Find an Apple Store</link>
<link id="2096" focusable="True">other retailer</link>
<link id="2103" focusable="True">1-800-MY-APPLE</link>
</generic>
<generic id="2108">
<link name="United States. Choose your country or region" id="2109" focusable="True">United States</link>
</generic>
<generic id="2113">
<generic id="2114">Copyright © 2026 Apple Inc. All rights reserved.</generic>
<list id="2117">
<listitem id="2118" level="1">
<link id="2120" focusable="True">Privacy Policy</link>
</listitem>
<listitem id="2124" level="1">
<link id="2126" focusable="True">Terms of Use</link>
</listitem>
<listitem id="2130" level="1">
<link id="2132" focusable="True">Sales and Refunds</link>
</listitem>
<listitem id="2136" level="1">
<link id="2138" focusable="True">Legal</link>
</listitem>
<listitem id="2142" level="1">
<link id="2144" focusable="True">Site Map</link>
</listitem>
</list>
</generic>
</generic>
</contentinfo>
</generic>
</generic>
<generic id="2148">
<alert id="2149" live="assertive" atomic="True" relevant="additions text" />
</generic>
</generic>
</RootWebArea>{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/macbook-pro/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/macbook-pro/')"
]
}
],
"changes": "URL changed to https://www.apple.com/macbook-pro/. Navigation was redirected from a generic “Mac” hub to a focused “MacBook Pro – Apple” page. The Global navigation remains but is reorganized, and a new Local navigation block appears, centering on MacBook Pro with a detailed product view and a new Buy MacBook Pro option. Content wise, the after-state expands into a full MacBook Pro product showcase: a prominent MacBook Pro header with price and Buy button, a media gallery, and sections like Get the highlights, Take a closer look, Performance, Display, Camera, Ports and Connectivity, Security, Battery, and Environment. Several previously broad Mac lineup items are replaced with a more granular, product-specific layout (including a dedicated Buy MacBook Pro entry), along with an extensive Apple Footer area containing environmental, privacy, accessibility, and legal links. In short, the UI shifts from a broad Mac catalog to a rich, product‑level Apple MacBook Pro experience with expanded features and footer content."
}MacBook Pro
14‑inch model. Now supercharged by A0M5.
Happily ever faster.
Driver python-1772392088 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772392088 Token usage statistics: - Total: 150325 tokens (148913 input, 1412 output) - Cached: 0 tokens (0 input, 0 output)



Chrome driver started successfully (driver_id: python-1772419630) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/shop/buy-ipad/ipad-pro",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/buy-ipad/ipad-pro')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/buy-ipad/ipad-pro. A new product detail experience was introduced for the Buy iPad Pro page. The previous blank root was replaced with a full Apple product layout including global navigation, a comprehensive product gallery, and an extensive set of interactive options and sections. Key changes include a rich content structure: a horizontal gallery with gallery tabs and next/previous controls, multiple customizable options (color, storage/memory, Apple Pencil, keyboard, engraving, trade-in), and detailed footnotes/terms in a footer-like content area. Interactive elements now include numerous links, radio groups, and buttons for Learn more, financing details, and policy links, plus a dedicated Apple Trade In and AppleCare sections. A new Breadcrumbs navigation and a large, sections-based content tree (What’s in the Box, setup with a Specialist, iPad comparisons, and Apple Services) were added to support in-depth browsing and decision-making."
}['256GB storage', '512GB storage', '1TB storage', '2TB storage']
Driver python-1772419630 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772419630 Token usage statistics: - Total: 21244 tokens (20812 input, 432 output) - Cached: 0 tokens (0 input, 0 output)





Chrome driver started successfully (driver_id: python-1772419673) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI'm realizing that I need to use the NavigateToUrlTool to get to the desired URL. It's just about providing the URL and then confirming it. I don't need to interact further once the navigation is set. So, it looks like I'll make the call to the tool. This approach should streamline the process nicely!",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/shop/trade-in",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/trade-in')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/trade-in. The page expanded from an empty root to a full Apple Trade In experience with global and local navigation now present. The UI adds extensive interactive regions: a mega navigation with menus for Apple product categories, a local navigation link for “Apple Trade In,” and a main content area with a tabbed interface for Online vs In Store flow, including a trade-in value panel and steps. Key content changes include a detailed iPhone trade-in values table and several action buttons (e.g., See all iPhone values, Find your trade-in value), a large FAQ/toc-style All-questions panel with multiple subtopics, and rich footer content with footnotes, breadcrumbs, and a broad set of site links under “Shop and Learn,” Wallet, Account, Entertainment, and more. Overall, the diff introduces a complete, navigable trade-in landing with multiple interactive elements and a comprehensive footer."
}The ARIA tree includes iPhone trade-in values with models like iPhone 16 Pro Max and others, but there is no entry for iPhone 15 Pro Max in any condition. Therefore, the requested value cannot be retrieved from the provided source.
{
"explanation": "**Executing button click**\n\nI need to click on the \"See all iPhone values\" link, so I'll use a tool to do that. First, I should identify the element ID for that button. In the ARIA tree, I see that the button has the ID \"459\" and the name \"See all iPhone values,\" which is focusable. I'll proceed by using functions.ClickTool with the ID 459 and execute that action. No need for any parallel actions here!",
"performed_steps": [
{
"name": "Click on \"See all iPhone values\" link to see all iPhone trade-in values",
"tools": [
"ClickTool(id='459')"
]
}
],
"changes": "URL did not change. A large navigation surface and page chrome were replaced by an overlay modal. The Global and Local navigation elements were removed from the main view and a dialog overlay opens, taking focus. Inside the modal, the content is narrowed to a focused Trade-In values view with an iPhone Trade-In Values heading and a detailed table of device values, plus a Close button to dismiss the dialog. The rest of the site navigation, footers, and multiple section links were removed from the active view, leaving a single interactive dialog as the primary UI."
}Up to $450
Driver python-1772419673 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772419673 Token usage statistics: - Total: 23814 tokens (23068 input, 746 output) - Cached: 0 tokens (0 input, 0 output)




Chrome driver started successfully (driver_id: python-1772420014) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to use the NavigateToUrlTool to get to the specified URL. Once I do that, I should confirm that the page has loaded successfully. It seems straightforward, so I’ll just make a single tool call for this. There’s no need for any parallel processing here. I’ll go ahead and proceed with these steps to ensure everything goes smoothly!",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/shop/buy-watch",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/buy-watch')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/buy-watch. The interface transitioned from a minimal focused page into a full product-shopping experience for Apple Watch. The root now includes a detailed navigation and a large main content area with multiple interactive sections (models, accessories, guides, and experiences) and a complete footer, indicating a move to a product catalog layout rather than a simple page. Key content changes include a prominent Shop Apple Watch section with model lists, price details, color options, and Buy/Take a closer look actions; extensive navigation menus (Global and local sections, Breadcrumbs, More Links) and numerous interactive controls (Next/Previous buttons, Play for videos, various links and buttons). The content also adds deep product detail hierarchies (individual model entries, available colors, pricing footnotes) and a comprehensive footer with policies and site links."
}['From $399or $33.25\xa0per monthfor 12 \xa0months', 'From $249or $20.75\xa0per monthfor 12 \xa0months', 'From $799or $66.58\xa0per monthfor 12 \xa0months', 'From $1249or $104.08\xa0per monthfor 12 \xa0months', 'From $1399or $116.58\xa0per monthfor 12 \xa0months', '$999.00']
['Apple Watch Series 11 — From $399', 'Apple Watch SE 3 — From $249', 'Apple Watch Ultra 3 — From $799', 'Apple Watch Hermès Series 11 — From $1249', 'Apple Watch Hermès Ultra 3 — From $1399']
Driver python-1772420014 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772420014 Token usage statistics: - Total: 33539 tokens (31499 input, 2040 output) - Cached: 0 tokens (0 input, 0 output)



Chrome driver started successfully (driver_id: python-1772420070) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. After providing the URL, I’ll confirm that the action has been completed. It seems like there might not be any further steps required after that, so I just want to make sure the tool call is executed properly. Let’s go ahead and do that!",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/imac/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/imac/')"
]
}
],
"changes": "URL changed to https://www.apple.com/imac/. The UI now renders a full product-detail interface for an iMac page instead of a minimal focused root area. The page introduces a complex navigation system (Global and Local navigations with multiple menus and a Shopping Bag control) and a rich main content area with sections for highlights, gallery tabs, color selectors, performance, accessories, and environment/values content. In addition, the after-state adds extensive content blocks: headings, paragraphs, images, carousels, and numerous interactive controls (buttons, tabs, comboboxes, radiogroups, and a color/color-picker gallery). The footer is populated with Apple-wide links and legal text, plus breadcrumbs and a comprehensive Apple Directory."
}$1299
Driver python-1772420070 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772420070 Token usage statistics: - Total: 21072 tokens (20732 input, 340 output) - Cached: 0 tokens (0 input, 0 output)



Chrome driver started successfully (driver_id: python-1772420131) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/apple-tv-4k/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/apple-tv-4k/')"
]
}
],
"changes": "URL changed to https://www.apple.com/apple-tv-4k/. Navigation expanded from a minimal root to a full Apple TV 4K product hub. The page now includes a Global and Local navigation structure with extensive category menus (Shop and Learn, Wallet, Account, Entertainment, Apple Store sections, etc.), plus a Breadcrumbs path to show current location. In the main content, the Apple TV 4K product page is populated with rich sections: descriptions, features (Cinematic experience, Spatial Audio, Apple TV apps, AR), device comparisons and purchase options, and a detailed Apple TV app area. The footer was added with Footnotes, country selector, and comprehensive site links (Apple Values, About Apple, Help, and legal text)."
}A15 Bionic chip
Driver python-1772420131 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772420131 Token usage statistics: - Total: 15248 tokens (14894 input, 354 output) - Cached: 0 tokens (0 input, 0 output)




Chrome driver started successfully (driver_id: python-1772555843) Model: azure_openai/gpt-5-nano
{
"explanation": "I need to navigate to a specific URL using the NavigateToUrlTool. I'll make sure to include the exact URL in the tool call. After that, I should respond with a confirmation to let the user know the navigation was successful. I might also consider handling the ARIA tree in a minimal way, but my main focus will be completing the tool call and providing a final response. Let's get this done!",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/ipad-mini/specs/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/ipad-mini/specs/')"
]
}
],
"changes": "URL changed to https://www.apple.com/ipad-mini/specs/. The UI was expanded from a minimal root area to a full product-spec page with complete site chrome and content. The after state introduces a hierarchical navigation: Global, Local, Breadcrumbs, and Apple Directory menus, plus a Shopping Bag and Search controls, making the header highly navigable. In the main content, a detailed iPad mini Technical Specifications table is added, with multiple labeled sections (Finish, Capacity, Size and Weight, Buttons and Connectors, Display, Camera, etc.), footnotes, images, and rich sublists. The page also includes extensive accessibility content: an Accessibility section, Environmental and Power details, built-in Apps, Trade-In, and a lengthy Apple Footer with multiple help links, terms, and regional options. Overall, a full product-detail layout with richer content and navigation was introduced."
}4K
['4K video recording at 24 fps, 25 fps, 30 fps, or 60 fps', '1080p HD video recording at 25 fps, 30 fps, or 60 fps', '720p HD video recording at 30 fps', 'True Tone flash', 'Slo‑mo video support for 1080p at 120 fps or 240 fps', 'Time‑lapse video with stabilization', 'Extended dynamic range for video up to 30 fps', 'Cinematic video stabilization (4K, 1080p, and 720p)', 'Continuous autofocus video', 'Playback zoom', 'Video formats recorded: HEVC and H.264']
Driver python-1772555843 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772555843 Token usage statistics: - Total: 42704 tokens (41924 input, 780 output) - Cached: 0 tokens (0 input, 0 output)



Chrome driver started successfully (driver_id: python-1772555896) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the appropriate tool. I’ll call this tool and include brief reasoning about what I'm doing. After successfully navigating, I’d want to confirm the action and respond with a success message to the user. It's all about making sure everything goes smoothly, right? So, let's execute this navigation now!",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/homepod-mini/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/homepod-mini/')"
]
}
],
"changes": "URL changed to https://www.apple.com/homepod-mini/. A page transition occurred from a minimal root area to a full product detail experience for the HomePod mini. The UI now presents comprehensive global and local navigation, a prominent product hero with multiple images, and a large, content-rich main section describing features, specs, and AR capabilities. Key changes include: a structured product catalog with Buy options and feature lists, a tabbed AR finish selector, extensive sections on sound, Siri, smart home, privacy, and Intercom, plus a detailed Apple Footer with numerous footnotes and regional/shop links. The addition of a complete contentinfo/footer region and breadcrumbs/navigation trees significantly expands the user-visible content and navigation chrome."
}['White', 'Yellow', 'Orange', 'Blue', 'Midnight']
Driver python-1772555896 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772555896 Token usage statistics: - Total: 13540 tokens (12966 input, 574 output) - Cached: 0 tokens (0 input, 0 output)








Chrome driver started successfully (driver_id: python-1772555944) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL, so I'll use the tool designed for that, which is functions.NavigateToUrlTool. After that, I should confirm the successful navigation with a brief message for clarity. There's no need to use any parallel processing here, just a straightforward call to the tool. Finally, I’ll provide a concise confirmation and suggest next steps if necessary. Alright, let's proceed!",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/mac-mini/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/mac-mini/')"
]
}
],
"changes": "URL changed to https://www.apple.com/mac-mini/. Navigation expanded from a minimal root area to a full Apple product page for Mac mini. The page now includes global and local navigation menus, a rich main content area with sections, galleries, tabs, and multiple interactive controls (Buy buttons, tablists, comboboxes, and footnotes). Key content changes include a detailed Mac mini product presentation (highlights, design, performance, gallery, and accessories), extensive environment and Apple values content, and a comprehensive Apple footer with links and legal notes. The UI now surfaces numerous interactive elements (Buy Mac mini, Learn more links, carousels, and incentive galleries) and a complete site structure for shopping, support, and company information."
}{
"explanation": "",
"performed_steps": [
{
"name": "Click on the \"Buy\" or \"Configure\" button or link to see Mac Mini configuration options",
"tools": [
"ClickTool(id='304')"
]
}
],
"changes": "URL did not change. Navigation or content flow remains the same, but line breaks inside multiple text blocks are now represented with a structured inline element. In all the affected paragraphs, the previous LineBreak containing the newline entity no longer uses the actual name value and is now paired with an InlineTextBox that carries the newline (name=\" \" becomes name=\"\" and an InlineTextBox is added). As a result, the visible content text is unchanged, but accessibility markup now uses the InlineTextBox to represent the line breaks, likely to improve screen reader handling of line breaks in headings, paragraphs, and lists across sections like Mac mini redesign, Apple Intelligence, Apple silicon, Performance, and related items."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://www.apple.com/shop/buy-mac/mac-mini",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/buy-mac/mac-mini')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/buy-mac/mac-mini. You navigated from a generic listing to a detailed product page for the Mac mini, with a revised header and global navigation structure. The page now centers around a Buy Mac mini experience and replaces the prior simplified nav with a new Global navigation and a dedicated “More Links” section that groups Store/Mac/iPad/iPhone, Wallet, Account, Entertainment, and other links. Key content changes include a comprehensive Mac mini gallery and product options: a new Gallery tabset with individual image panels, Previous/Next controls, and a group of memory, storage, and Ethernet options presented as labeled choices. The page also introduces a large “Mac mini gallery” area with descriptive images and new persistent live-region status updates, noting that the gallery content has been updated."
}['M4 chip — 10-core GPU', 'M4 Pro chip — GPU not specified in source']
{
"explanation": "**Clicking on configuration options**\n\nI need to take action by clicking on the Mac Mini with the M4 Pro chip to check its configuration options and GPU details. From the ARIA tree, I see the chip options that include radio options for both the M4 and the M4 Pro chips. I'll focus on the M4 Pro option and use the ClickTool on the element with id 425. It's a radio input, so I'll ensure to click the right one and then confirm.",
"performed_steps": [
{
"name": "Click on the Mac Mini with M4 Pro chip to see its configuration options and GPU details",
"tools": [
"ClickTool(id='425')"
]
}
],
"changes": "URL did not change. The update changes the Mac mini purchase path to show a higher base price and revised financing terms, replacing the earlier “From $599 or $49.91 per month for 12 months” with “From $1399 or $116.58 per month for 12 months,” including the footnote indicator moved to a nested placement. In the same sections, the summary line now splits the financing note into separate content blocks for clarity. Additionally, a new option group appears under the hardware customization: a labeled legend “Select your processing power.” with two radio choices (12-core CPU, 16-core GPU and 14-core CPU, 20-core GPU), one preselected, plus corresponding descriptive text. The footnotes area also expands to include a detailed financing footnote about Apple Card Monthly Installments (ACMI) and a long financing-related link list, replacing an earlier shorter footnote entry."
}['16-core GPU', '20-core GPU']
Check passed! The accessibility tree shows a chip options section with two options: '12‑core CPU, 16‑core GPU Included' and '14‑core CPU, 20‑core GPU+ $200' indicating a 20‑core GPU option exists.
Driver python-1772555944 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772555944 Token usage statistics: - Total: 102135 tokens (99973 input, 2162 output) - Cached: 0 tokens (0 input, 0 output)







Chrome driver started successfully (driver_id: python-1772556150) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL, so I’ll use the NavigateToUrlTool. It should be straightforward: I’ll provide the URL and then respond with a confirmation once it’s done. No extra steps are necessary! I’ll make sure to call the function correctly and follow up with a final message to ensure everything went smoothly. Keeping it simple is the plan!",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/macbook-air/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/macbook-air/')"
]
}
],
"changes": "URL changed to https://www.apple.com/macbook-air/. Navigated from a minimal page to a full Apple product detail page for MacBook Air. The UI now exposes a comprehensive, multi-section layout with enhanced navigation structures and interactive galleries. Key changes include a global and local navigation that lists many product categories and a detailed main area with sections like Design, Performance, AI, macOS, Continuity, and more. Interactive elements such as tabs, comboboxes, carousels (Next/Previous items), image galleries, and pricing links were added, along with an extensive Apple Footer region containing numerous policy, support, and Apple service links. The accessibility tree is now populated with rich content (images, headings, lists, and footnotes) to support keyboard and screen reader navigation."
}{
"explanation": "**Executing Click Action**\n\nI need to click on the Tech Specs link for the MacBook Air. I see that in the ARIA tree, under Local navigation, it’s correctly listed with id 288. There's also an Overview item which is disabled and other links like Compare and Switch from PC to Mac. So, it makes sense to proceed with the Tech Specs link. I’ll use the ClickTool function with id 288 and then report that it’s done. Let’s get this done!",
"performed_steps": [
{
"name": "click on the Tech Specs link for MacBook Air",
"tools": [
"ClickTool(id='288')"
]
}
],
"changes": "URL did not change. The UI diff shows a broad shift in how line breaks are represented in the content. Across many paragraphs and headings, plain LineBreak elements that carried a name attribute with a newline escape ( ) were replaced with LineBreak elements that have an empty name and now contain an InlineTextBox element inside, effectively wrapping the line break in an inline box. In short, the content stays the same visually, but the line breaks are now implemented with an inline text box inside the line break (and with an empty name), likely to improve accessibility handling for line breaks and spacing, especially for screen readers."
}{
"explanation": "I need to navigate to a specific URL using the NavigateToUrlTool. After that, I'll respond to let the user know that I've acknowledged the action. It’s important to confirm that the page has loaded properly as well. I should make sure to call the tool correctly and keep the user informed about the status. Overall, I want to ensure a seamless experience as I go through this process.",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/macbook-air/specs/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/macbook-air/specs/')"
]
}
],
"changes": "URL changed to https://www.apple.com/macbook-air/specs/. Navigation shifts the user from a broad product page to a focused tech-specs view. The page title and breadcrumbs were updated to reflect a tech-specs layout, and the Local navigation was tightened up with a corrected MacBook Air label and enabling the Overview link, while the Tech Specs link appears disabled in the old section. The main content heavily reorganizes from marketing text and galleries into a comprehensive, horizontally tabbed specs table. A new heading “MacBook Air Technical Specifications” appears with a 13-inch vs 15-inch tab setup, and the prior paragraphs, galleries, and multiple feature sections are replaced by structured rows for Model, Finish, Price, Chip, Memory, Storage, Display, Battery, Ports, Display/Video/Audio details, and Environmental info, including numerous new images and detailed spec items."
}Up to 15 hours wireless web
{
"explanation": "**Performing tool click**\n\nI need to click on the 15-inch MacBook Air tab. Looking at the ARIA tree, there are two tabs: the selected 13-inch tab and the 15-inch tab, which isn’t selected yet. I'll go ahead and click on the tab with ID 345 using the ClickTool function. It makes sense to switch to the 15-inch option so let's provide a quick reasoning and then proceed with that tool call.",
"performed_steps": [
{
"name": "click on the 15-inch MacBook Air tab",
"tools": [
"ClickTool(id='345')"
]
}
],
"changes": "URL did not change. The user has navigated from a generic MacBook Air specs view to a detailed 15-inch MacBook Air page. The UI now centers on a 15-inch configuration: the 15-inch tab is highlighted as selected and focused, and the main imagery and content describe the 15-inch model rather than the 13-inch. Content updates include updated specs and visuals to reflect the 15-inch model: a 15.3-inch display entry, new higher resolution numbers, a larger battery (66.5Wh), updated exterior images and dimensions, and new pricing showing higher entry points (starting around $1299 and up to $1699). Several sections that previously described the 13-inch chip and its media capabilities were removed or replaced with 15-inch-specific details, and minor wording adjustments (such as line breaks and units) appear throughout."
}Up to 15 hours wireless web
Driver python-1772556150 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772556150 Token usage statistics: - Total: 96526 tokens (95631 input, 895 output) - Cached: 0 tokens (0 input, 0 output)



Chrome driver started successfully (driver_id: python-1772556259) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. My plan is to keep the reasoning brief and simple before making the tool call. Since it looks like just one tool call is needed here, I'll proceed with that. It's important to ensure the process is efficient and clear for delivering the relevant information to the user. Let's get started!",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/shop/buy-ipad/ipad-pro",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/buy-ipad/ipad-pro')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/buy-ipad/ipad-pro. Apple navigated from a generic page to a specific product detail page for the iPad Pro. The accessibility tree now presents a full product experience with a prominent header and extensive content areas for features, pricing, customization, and purchasing options. Key content changes include a complete product gallery and gallery controls, multiple interactive groups (size/model radios, storage options, Apple Pencil and Magic Keyboard choices, and trade-in/path to AppleCare), a detailed payment and financing section, and a long footer with legal and help links. The page also adds a comprehensive navigation header and breadcrumbs, plus standalone sections for “What’s in the Box,” setup assistance, and multiple help/Q&A items."
}['iPad Pro 13-inch — 256GB storage — From $999 or $83.25 per month for 12 months', 'iPad Pro 13-inch — 512GB storage — From $1199 or $99.91 per month for 12 months', 'iPad Pro 13-inch — 1TB storage — From $1599 or $133.25 per month for 12 months', 'iPad Pro 13-inch — 2TB storage — From $1999 or $166.58 per month for 12 months', 'iPad Pro 11-inch — 256GB storage — From $999 or $83.25 per month for 12 months', 'iPad Pro 11-inch — 512GB storage — From $1199 or $99.91 per month for 12 months', 'iPad Pro 11-inch — 1TB storage — From $1599 or $133.25 per month for 12 months', 'iPad Pro 11-inch — 2TB storage — From $1999 or $166.58 per month for 12 months']
Driver python-1772556259 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772556259 Token usage statistics: - Total: 22220 tokens (20833 input, 1387 output) - Cached: 0 tokens (0 input, 0 output)




Chrome driver started successfully (driver_id: python-1772596640) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/apple-watch-series-10/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/apple-watch-series-10/')"
]
}
],
"changes": "URL changed to https://www.apple.com/watch/. The page moved from a minimal root region to a full Apple Watch product hub with expanded navigation and content. Users now see a Global navigation rail with Apple Store/Mac/iPad links, a dedicated main area for the Apple Watch family (including a list of models, Learn more/Buy actions, and a Next button), plus a rich Explore Watch section and a comprehensive Why Apple section with multiple accordions and learn-more actions. In addition to the expanded content, the UI now includes a detailed footer with Apple account, payment, and policy links, breadcrumbs, and directory menus (Shop and Learn, Wallet, Account, Entertainment, etc.). An alert region was added to announce live changes, indicating improved accessibility for dynamic updates."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. It seems like a straightforward task since I only need one tool for this. My plan is to call the tool and provide the URL directly, followed by a confirmation response. There's no need to overcomplicate things by trying to use multiple tools here. I’ll keep it simple and efficient—just how I like it! Time to get this done!",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/apple-watch-series-10/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/apple-watch-series-10/')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}The ultimate way towatch your health.
Driver python-1772596640 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772596640 Token usage statistics: - Total: 31297 tokens (30806 input, 491 output) - Cached: 686 tokens (503 input, 183 output)






Chrome driver started successfully (driver_id: python-1772596685) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/shop/trade-in",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/trade-in')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/trade-in. The page changed from a minimal focused root to a full Apple Trade In landing with rich navigation and content. Global and local navigation sections were added, including a long top menu with categories (Apple, Store, Mac, iPhone, etc.) and a dedicated Find your trade-in value button. The main content was expanded dramatically: a hero area with Apple Trade In branding, descriptive copy, and a large tabbed interface for product categories and trade-in panels, plus a detailed iPhone trade-in values table and multiple CTAs (See all iPhone values, Find your trade-in value, Recycle your device, etc.). The layout also adds extensive footer content, breadcrumbs, and a comprehensive “More Links” section with Shop and Learn, Apple Wallet, Account, Entertainment, and other groups."
}{
"explanation": "**Executing click action**\n\nI need to click on the \"iPhone\" tab or find the iPhone 13 Pro Max in the trade-in values table. The ARIA tree tells me that the \"iPhone\" tab is already selected, which is great! But I see that the trade-in values table lists iPhone 16 models but not the 13 Pro Max. I'll go ahead and perform the click action on the \"iPhone\" tab, using the function with id 312. Let's click!",
"performed_steps": [
{
"name": "click on \"iPhone\" tab or find iPhone 13 Pro Max in the trade-in values table",
"tools": [
"ClickTool(id='312')"
]
}
],
"changes": "URL did not change. A focus state was added to the horizontal tab in the tablist, indicating a tab-item can receive keyboard focus. This may change which tab is active as users navigate with the keyboard. In the device/footnote area of the column header, an inline text box was introduced inside a line break next to the existing header label. The line break now contains an InlineTextBox and the previous line-break name attribute was changed to be empty, suggesting an editable field or inline entry for the footnote content in that header."
}{
"explanation": "**Clicking iPhone values link**\n\nI need to interact with the \"See all iPhone values\" link that has the button ID 459. I'll use the ClickTool function for that element. Before I proceed, it's important to double-check that I'm selecting the right step. I don't think I'll need any fancy actions like Hover; clicking should be sufficient. After the click, I plan to confirm that the action was successful—keeping it straightforward and clear!",
"performed_steps": [
{
"name": "click \"See all iPhone values\" link to see the full list of iPhone trade-in values",
"tools": [
"ClickTool(id='459')"
]
}
],
"changes": "URL did not change. A full-page interface was replaced with a modal dialog that grabs focus. The large global/local navigation, main content, and footer sections were removed, leaving only a dialog container. The after state shows a single focusable, modal dialog with an empty label and a Close button inside it, indicating the UI now presents a blocking dialog rather than the previous rich page content."
}Up to $305
['iPhone 16 Pro Max — Up to $685', 'iPhone 16 Pro — Up to $550', 'iPhone 16 Plus — Up to $455', 'iPhone 16 — Up to $435', 'iPhone 16e — Up to $310', 'iPhone 15 Pro Max — Up to $465', 'iPhone 15 Pro — Up to $375', 'iPhone 15 Plus — Up to $320', 'iPhone 15 — Up to $310', 'iPhone 14 Pro Max — Up to $350', 'iPhone 14 Pro — Up to $295', 'iPhone 14 Plus — Up to $235', 'iPhone 14 — Up to $225', 'iPhone SE (3rd generation) — Up to $75', 'iPhone 13 Pro Max — Up to $305', 'iPhone 13 Pro — Up to $240', 'iPhone 13 — Up to $195', 'iPhone 13 mini — Up to $145', 'iPhone 12 Pro Max — Up to $220', 'iPhone 12 Pro — Up to $180', 'iPhone 12 — Up to $125', 'iPhone 12 mini — Up to $85', 'iPhone SE (2nd generation) — Up to $50', 'iPhone 11 Pro Max — Up to $145', 'iPhone 11 Pro — Up to $130', 'iPhone 11 — Up to $100', 'iPhone XS Max — Up to $90', 'iPhone XS — Up to $65', 'iPhone XR — Up to $80', 'iPhone X — Up to $60', 'iPhone 8 Plus — Up to $40', 'iPhone 8 — Up to $35']
Driver python-1772596685 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772596685 Token usage statistics: - Total: 27363 tokens (25665 input, 1698 output) - Cached: 0 tokens (0 input, 0 output)



Chrome driver started successfully (driver_id: python-1772596777) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/imac/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/imac/')"
]
}
],
"changes": "URL changed to https://www.apple.com/imac/. The UI page was enriched from a minimal root to a full Apple product landing layout for iMac. The page now renders a complete header/navigation with global and local menus, a search/shopping header, and a Shopping Bag control, plus a prominent iMac title and hero content. Key user-visible updates include extensive product and feature sections (highlights, Apple Intelligence, performance, display, camera/mics/speakers, macOS, iPhone mirroring, and accessories) with multiple interactive elements (tabs, carousels, galleries, color selectors, and pay/education/upgrade options). The footer was also expanded with Apple’s legal footnotes, country selector, and a comprehensive Apple Directory with Shop, Learn, Wallet, Account, Entertainment, and Business links."
}['Blue', 'Purple', 'Pink', 'Orange', 'Yellow', 'Green', 'Silver']
Driver python-1772596777 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772596777 Token usage statistics: - Total: 20949 tokens (20657 input, 292 output) - Cached: 0 tokens (0 input, 0 output)




Chrome driver started successfully (driver_id: python-1772596837) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to a URL**\n\nI need to use the NavigateToUrlTool to get to the specified URL. After that, I'll confirm once I've done it, which should be pretty straightforward. It seems like I don't need to inspect ARIA or use multiple tools for this; just the one tool will do. Alright, let's proceed and see how it goes!",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/apple-tv-4k/specs/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/apple-tv-4k/specs/')"
]
}
],
"changes": "URL changed to https://www.apple.com/apple-tv-4k/specs/. Opened the Apple TV 4K product page, replacing the prior minimal root with a full Apple product specs layout and navigation. The new UI adds a comprehensive header/navigation with global and local menus, a search button, and a Shopping Bag control, plus a prominent main content area for the specs. Key content changes include a large accessible table of technical specifications (size/weight, capacity, connectivity, Siri Remote, processor, and more), a dedicated Accessibility section with a bullet list, environmental details, and an “In the Box” list. The page also introduces environmental messaging, a two-layer footer with Footnotes, Breadcrumbs, and an Apple Directory, plus extensive footer links for policy, contact, and region selection. Interactive labels include Buy Apple TV 4K, Search Apple, and various region and navigation links."
}['1.2 inches (31 mm) Height', '3.66 inches (93 mm) Width', '3.66 inches (93 mm) Depth', '7.3 ounces 208 grams Weight (Wi-Fi model)', '7.5 ounces 24 grams Weight (Wi-Fi + Ethernet model)', '5.4 inches (136 mm) Height', '1.4 inches (35 mm) Width', '0.36 inch (9.25 mm) Depth', '2.3 ounces 66 grams Weight']
['Control your TV or receiver via IR or CEC', 'Bluetooth 5.0 wireless technology', 'IR transmitter', 'USB‑C connector for charging', 'Rechargeable battery providing months of battery life on a single charge (with typical daily usage)', 'Charging via USB‑C cable to computer system or power adapter (each sold separately)', 'Control your TV or receiver via IR or CEC', 'Microphone for Siri', 'Touch-enabled clickpad', 'Back', 'Play/Pause', 'Mute', 'Power', 'Siri', 'TV/Home', 'Volume', 'USB‑C']
Driver python-1772596837 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772596837 Token usage statistics: - Total: 24272 tokens (21990 input, 2282 output) - Cached: 0 tokens (0 input, 0 output)













Chrome driver started successfully (driver_id: python-1772596900) Model: azure_openai/gpt-5-nano
{
"explanation": "**Using navigation tool**\n\nI need to navigate to a specific URL, so I'll use the NavigateToUrlTool. My plan is to perform the action and then confirm that it loaded correctly. I'll call the functions.NavigateToUrlTool with the URL provided. After that, I can simply say “done” to let the user know it’s been completed. Let's get started on this!",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/shop/buy-ipad/accessories/apple-pencil",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/buy-ipad/accessories/apple-pencil')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/buy-ipad/accessories/apple-pencil. The page now shows a full 404 “Page Not Found” layout with a global navigation header. A detailed Apple-wide menu appears in the header, including top-level items like Store, Mac, iPad, iPhone, and many submenus with labeled menu buttons. The main content shifts to a classic not-found feel: a prominent heading stating the page can’t be found, a search area labeled Search apple.com with a visible text box and a submit button, and a link inviting users to see the site map. The footer area is expanded into a multi-section site map with numerous categorized links (Shop and Learn, Apple Wallet, Account, Entertainment, etc.), plus a “More ways to shop” paragraph and country selector."
}{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/apple-pencil/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/apple-pencil/')"
]
}
],
"changes": "URL changed to https://www.apple.com/apple-pencil/. The diff shows a page-level shift from a generic “Page Not Found” view to a detailed Apple Pencil product page. The UI now presents a full product experience with a Global and Local navigation structure, a main content area featuring Apple Pencil product sections, and an extensive feature/compatibility showcase. Key changes include a new Apple Pencil product lineup (Pencil Pro and USB‑C), pricing, buy links, and rich descriptive content with multiple feature breakdowns (Squeeze, Barrel roll, Haptic feedback, Hover, Double-tap, etc.). A prominent “Find the Apple Pencil that works with your iPad” section introduces a model selector (combobox) and compatibility lists, plus new imagery and support/footer content organized under an Apple Directory instead of the prior site-wide, multi‑section footer and breadcrumbs."
}['Apple Pencil Pro', 'Apple Pencil USB-C']
{
"explanation": "**Executing scroll action**\n\nI need to scroll down to view all the Apple Pencil models and their features. To do this, I'll use the ScrollTool to access the main content. There's no specific element, so I'll use the main ID, which is 305, to simulate the scroll. It looks like scrolling to the content info ID 1337 will bring me to the bottom footer. I’ll go ahead and use ScrollTool with ID 1337 to execute this.",
"performed_steps": [
{
"name": "scroll down to see all Apple Pencil models and their features",
"tools": [
"ScrollTool(id='1337')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}The requested details (all Apple Pencil models listed with features including wireless pairing, charging method, and pricing) are not explicitly present in the provided screenshot or accessibility tree.
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/shop/buy-ipad/accessories/apple-pencil",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/buy-ipad/accessories/apple-pencil')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/buy-ipad/accessories/apple-pencil. A page navigation and content collapse occurred, moving from a product detail view to a 404 Not Found page. The Apple Pencil product layout was replaced with a generic error heading, a search box, and a single submit button. Key changes group together: the elaborate global/local navigation and product content were removed in favor of a minimal error page plus a new “More Links” section containing multiple, broad site links, a search field labeled “Search apple.com,” and a simple submit button. A footer/breadcrumb structure appears to be added to provide contextual navigation on the 404 page."
}{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/apple-pencil/compare/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/apple-pencil/compare/')"
]
}
],
"changes": "URL changed to https://www.apple.com/apple-pencil/compare/. The page’s top navigation was reorganized from a large “Global” navigation tree to a more structured “Apple Directory” section. The old multi-column, deeply nested lists of Store/Mac/iPad/iPhone, etc. are still there but now live under a single Apple Directory region with clearly labeled groupings and headings (Shop and Learn, Apple Wallet, Account, Entertainment, etc.). In the main area, the 404 message remains, but the search area was updated to use a required Search Apple.com textbox and a distinct Submit button labeled via a generic node. A new “Or see our site map” link and a country/region label were added, and the footer area was reorganized with explicit breadcrumbs and a more explicit country link, plus a condensed set of Apple-wide links under the Apple Directory."
}{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/apple-pencil/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/apple-pencil/')"
]
}
],
"changes": "URL changed to https://www.apple.com/apple-pencil/. The user navigated from a generic “Page Not Found” to a dedicated Apple Pencil product page. The page now presents a full product experience with a new Local navigation, a prominent Apple Pencil heading, descriptive paragraphs, a feature gallery, and multiple product variants (Apple Pencil Pro and USB‑C) with pricing and Buy links. Key content changes include a detailed Apple Pencil overview, an expanded Apple Pencil Pro feature list with images, compatibility sections for various iPad models, and a new Apple Footer area with Learn more and help links. Breadcrumbs were updated from a not-found state to show a path: iPad > Apple Pencil, reflecting a successful product page load."
}Apple Pencil Pro — Squeeze; Barrel roll; Haptic feedback; Apple Pencil hover; Double tap; Wireless pairing and charging (Automatically pairs and charges when attached) (Attaches magnetically)
['Apple Pencil Pro', 'Apple Pencil USB-C']
{
"explanation": "**Scrolling to compare features**\n\nI need to find the section or table that compares all Apple Pencil models. The ARIA tree seems long, but there's a heading \"Apple Pencil features\" with an ID of 833. I should check if there's a comparison table near the top or bottom of the page that showcases features side by side. To get there, I might need to use ExecuteJavascript to scroll to this heading at ID 836. Let's figure out the best way to proceed! **Navigating to Apple Pencil features**\n\nI noticed that the heading for \"Apple Pencil features\" has an ID of 836, but it looks like the text is concatenated. I can use ExecuteJavascript to scroll to this element. However, the ScrollTool I'm looking at requires an element ID. The ID 833 is for the section containing the Apple Pencil features, so I think I’ll try scrolling to that. Let’s go ahead and call the ScrollTool with ID 833 and see what happens!",
"performed_steps": [
{
"name": "scroll down to the compare section or features table showing all Apple Pencil models side by side",
"tools": [
"ScrollTool(id='833')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}Apple Pencil USB-C provides pixel-perfect precision, low latency, and tilt sensitivity and feels as natural and responsive as using a pencil on paper. It’s perfect for marking up, taking notes, and more. Use Apple Pencil hover to preview your mark before you make it. Apple Pencil (USB-C) pairs and charges via USB-C and magnetically attaches to the side of iPad for storage.
Driver python-1772596900 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772596900 Token usage statistics: - Total: 113661 tokens (109515 input, 4146 output) - Cached: 1372 tokens (1006 input, 366 output)








Chrome driver started successfully (driver_id: python-1772658380) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to a URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. I just have to provide the URL and then respond with confirmation once it's done. There's no need to do anything in parallel, so I'll keep it simple. I'll make the tool call and then send a final message to confirm everything went smoothly. This should be straightforward!",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/')"
]
}
],
"changes": "URL changed to https://www.apple.com/. Navigated from a minimal root area to a full Apple homepage layout. The after state introduces a populated page structure with a prominent Apple header, global navigation, a main product gallery, and a comprehensive footer. Key content changes include: a global navigation menu with multiple tiers (Store, Mac, iPhone, Watch, Vision, AirPods, TV & Home, Accessories, etc.) and a Shopping Bag button; a main area presenting multiple product blocks (MacBook Neo, iPhone 17e, MacBook Pro, MacBook Air, iPad Air, Studio Display, Apple Trade In, and related promotions) each with headings, descriptions, and action links or imagery; and an extensive contentinfo/footer containing Apple Directory sections, user assistance links, and legal text. Overall, the UI shifts from a sparse root to a richly detailed, navigable storefront with substantial accessibility content."
}{
"explanation": "",
"performed_steps": [
{
"name": "navigate to the Entertainment section in the navigation menu",
"tools": [
"ClickTool(id='1031')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/entertainment/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/entertainment/')"
]
}
],
"changes": "URL changed to https://www.apple.com/services/. Navigation expanded to an Entertainment-focused Apple page. The root area now includes a long, content-rich introduction to Apple’s services and a dedicated Apple Directory with a Shop and Learn section, plus a new Breadcrumbs trail. Key content changes include a large set of Apple services presented in bundles (Apple Music, Apple Arcade, Apple Fitness+, Apple News+, Apple Podcasts, Apple Books) with headings, descriptions, and Learn more links; a prominent Apple One bundle section; and updated hero text that replaces the previous plain Apple heading. A new Breadcrumbs navigation appears near the region list, and the root element closing tag was streamlined from a pair of tags to a single RootWebArea closing tag."
}{
"explanation": "**Navigating to Apple Music**\n\nI see that I need to click the Apple Music link to get to the Apple Music page. When I check the ARIA tree, it looks like Apple Music is indeed listed under the entertainment section with the link ID 8826. That makes sense, as I confirm it's focusable. So, I’ll use the ClickTool function with that ID to proceed. Just need to provide a brief reasoning and then perform the tool call!",
"performed_steps": [
{
"name": "click on Apple Music link to go to the Apple Music page",
"tools": [
"ClickTool(id='8826')"
]
}
],
"changes": "URL changed to https://www.apple.com/apple-music/. The interface has been redirected from a generic “Entertainment – Apple” area to a more focused Apple Music product page, with a Local navigation section added. The page now centers on Apple Music, including a prominent Apple Music mini-structure (free trial promo, plan options, discovery features, exclusive content, and device/platform listings) and numerous new content blocks. Key changes include replacing the old Apple One/Apple TV bundles and broad Entertainment listings with detailed sections for Apple Music plans (Individual, Family, Student, Apple One bundle), listening experiences, discovery features, exclusive content, and multi-device availability. The footer and breadcrumbs were revised as well, replacing old items with updated terms, FAQ-style questions, and a breadcrumb that now highlights Entertainment as a link and adds Apple Music as a secondary breadcrumb item."
}No singer or artist names are present in the provided webpage screenshot or accessibility tree as discernible text within images. Therefore, no values can be retrieved.
{
"explanation": "",
"performed_steps": [
{
"name": "scroll down to see more content on the page",
"tools": [
"ScrollTool(id='1465')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}['TextContent: For the love of music.', 'For the love of music.', 'Start listening for free.', 'Music at its most immersive.', 'Where your new favorites find you.', 'Beyond the songs. Straight from the source.', 'It’s not karaoke. It’s way better.', 'Get your friends in the mix.', 'The definitive classical music app.', 'Never miss a beat.', 'Listen to Apple Music on all your devices.', 'Start listening for free.', 'For the love of music.', 'For the love of music.']
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<generic id="3">
<generic id="4">
<navigation name="Global" id="6">
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<link id="10" focusable="True">Apple<image id="12" />
</link>
</listitem>
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<list id="18">
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<link id="20" focusable="True">Store<image id="23" />
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<image id="30" />
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<image id="53" />
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<link id="66" focusable="True">iPad<image id="69" />
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<image id="76" />
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<listitem id="88" level="2">
<link id="89" focusable="True">iPhone<image id="92" />
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<image id="122" />
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<link id="135" focusable="True">Vision<image id="138" />
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<generic id="295">
<link name="Try Apple Music 1 month free, * footnote" id="296" focusable="True">Try 1 month free*</link>
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<generic id="327" />
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<heading id="366" level="1">Apple Music</heading>
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<link name="Footnote 1" id="384" focusable="True">1</link>
</superscript>
<superscript id="389">
<link name="Footnote 2" id="390" focusable="True">2</link>
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<link name="Try Apple Music 1 month free, * footnote" id="398" focusable="True" />
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</generic>
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<generic id="401">
<heading id="403" level="2">Start listening for free.</heading>
<link id="406" focusable="True">Compare plans</link>
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<generic id="414">
<list id="415">
<listitem id="416" level="1">
<heading id="418" level="3">New Subscriber</heading>
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<paragraph id="424">Sign up today and start listening for free.</paragraph>
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<heading id="448" level="3">New Devices</heading>
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<paragraph id="454">Get started if you’ve purchased an eligible device.</paragraph>
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<listitem id="481" level="1">
<image name="Apple One" id="483">
<image id="484" />
</image>
<paragraph id="485">1 month free</paragraph>
<paragraph id="488">Bundle up to six great services for one low monthly price.</paragraph>
<link name="Try Apple One 1 month free, 5 footnote" id="493" focusable="True" />
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</list>
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<listitem id="497" level="1">
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<image id="499" />
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<image id="502" />
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</generic>
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<generic id="503">
<generic id="506">
<generic id="507">
<generic id="508">
<heading id="510" level="3">Listening Experience</heading>
<heading id="513" level="4">Music at its most immersive.</heading>
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<paragraph id="518">Kendrick Lamar</paragraph>
</generic>
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<generic id="522">
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<generic id="559">
<image name="Kendrick Lamar album "GNX" cover art features Kendrick Lamar leaning on a car — specifically a 1987 Buick GNX. The album cover is repeated and layered on top of each other." id="563" />
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<button name="Learn more about listening experience" id="564" focusable="True">
<image id="566" />
</button>
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<generic id="568">
<generic id="569">
<generic id="570">
<heading id="572" level="3">Music Discovery</heading>
<heading id="575" level="4">Where your new favorites find you.</heading>
</generic>
<image name="An array of personalized playlist covers in a constellation. The playlists include Good Times, Melodic Rap, and Made for Spatial Audio among others" id="579">
<generic id="583">
<figure id="584" />
</generic>
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<figure id="586" />
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<figure id="588" />
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<figure id="590" />
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<figure id="606" />
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<figure id="608" />
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<figure id="610" />
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<figure id="620" />
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<figure id="624" />
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<figure id="628" />
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<figure id="630" />
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<figure id="632" />
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<figure id="654" />
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<figure id="662" />
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<figure id="666" />
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<figure id="668" />
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<figure id="670" />
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<figure id="672" />
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<generic id="673">
<figure id="674" />
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<figure id="676" />
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<generic id="677">
<figure id="678" />
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<figure id="680" />
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<generic id="681">
<figure id="682" />
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<figure id="684" />
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<generic id="685">
<figure id="686" />
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<figure id="688" />
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<generic id="689">
<figure id="690" />
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<generic id="691">
<figure id="692" />
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<generic id="693">
<figure id="694" />
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</image>
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<button name="Learn more about music discovery" id="695" focusable="True">
<image id="697" />
</button>
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<generic id="699">
<generic id="700">
<generic id="701">
<heading id="703" level="3">Exclusive Content</heading>
<heading name="Beyond the songs. Straight from the source." id="706" level="4">Beyond the songs.Straight from the source.<LineBreak name="" id="709">
<InlineTextBox name=" " id="710" />
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<paragraph id="720">Kacey Musgravesand FINNEAS<LineBreak name="" id="723">
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<image name="Kacey Musgraves and FINNEAS singing and playing guitar together" id="736" />
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<heading id="782" level="3">Apple Music Sing</heading>
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<image id="841" />
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<heading id="847" level="3">Shared Listening</heading>
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</generic>
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<image id="867" />
</button>
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<heading id="873" level="3">Apple Music Classical</heading>
<heading name="The definitive classical music app." id="876" level="4">The definitiveclassical music app.<LineBreak name="" id="879">
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<image id="888" />
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<generic id="895">
<heading id="896" level="3">Shazam Music Discovery</heading>
<heading id="899" level="4">Never miss a beat.</heading>
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<generic id="903">
<image name="Blue and white circular Shazam logo with concentric circles radiating outward from logo" id="904" />
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<generic id="905" />
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<button name="Learn more about shazam" id="909" focusable="True">
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<listitem id="932" level="1">
<paragraph id="934">iPad</paragraph>
</listitem>
<listitem id="937" level="1">
<paragraph id="939">Apple Watch</paragraph>
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<listitem id="942" level="1">
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<listitem id="947" level="1">
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<paragraph id="1090">No commitment. Cancel anytime.</paragraph>
<generic id="1093">
<generic id="1094">
<list id="1095">
<listitem id="1096" level="1">
<heading id="1098" level="3">Individual</heading>
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<listitem id="1125" level="2">
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<heading id="1150" level="3">Family</heading>
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<heading id="1217" level="3">Apple One</heading>
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</listitem>
<listitem id="1242" level="2">
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<link name="try Apple One free, 5 footnote" id="1250" focusable="True" />
<link name="Learn more, Apple One" id="1251" focusable="True">Learn more</link>
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<image id="1259" />
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<heading name="What is Apple Music? Is it the same as iTunes?" id="1270" level="3">
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</button>
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</button>
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<heading name="Are there commercials?" id="1360" level="3">
<button id="1361" disabled="True" invalid="false" focusable="True">Are there commercials?<image id="1366" />
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<heading name="How do I get Apple Music Classical and where can I listen to it?" id="1402" level="3">
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</button>
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<paragraph id="1439">Apple Music supports artists with tools to create, release, promote, and measure music across a global stage. Celebrate big moments with your fans with unique Shareable Milestones for plays, Shazam count, and playlist adds. Discover all the ways to showcase content on Apple Music — including MusicKit, RSS feeds, widgets, brand guidelines, badge art, and more.</paragraph>
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<heading id="1467" level="2">Apple Footer</heading>
<region name="Footnotes" id="1471">
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<listitem id="1473" level="1">* New subscribers only. $10.99per month after free trial. Plan automatically renews until cancelled. Terms apply.</listitem>
</list>
<list id="1484">
<listitem id="1485" level="1">◊ New subscribers only. $10.99per month after trial. Offer is available for new Apple Music subscribers with a new eligible device for a limited time only. Offer redemption for eligible audio devices requires connecting or pairing to an Apple device running the latest iOS or iPadOS. Offer redemption for Apple Watch requires connecting or pairing to an iPhone running the latest iOS. Offer good for three months after eligible device activation. Only one offer per Apple Account, regardless of the number of eligible devices you purchase. Plan automatically renews until cancelled. Restrictions and other apply.<link id="1499" focusable="True">terms</link>
</listitem>
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<list id="1504">
<listitem id="1505" level="1">Compatible hardware and software required. Not all content available in Spatial Audio with Dolby Atmos.<ListMarker name="1. " id="1506" />
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<listitem id="1510" level="1">Lossless audio available up to 24-bit/192 kHz. Hi-Res Lossless requires external equipment such as a USB digital to analog converter.<ListMarker name="2. " id="1511" />
</listitem>
<listitem id="1515" level="1">New subscribers only. $16.99/month after free trial. Plan automatically renews until cancelled. Terms apply. Requires Family Sharing. See for more information.<ListMarker name="3. " id="1516" />
<link id="1520" focusable="True">apple.com/family-sharing</link>
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<listitem id="1526" level="1">New subscribers only. Plan automatically renews at $5.99per month until cancelled. College students only. Verification required. Terms apply. Limited-time offer; offer may end at any time. Free Apple TV access for students ends when you no longer qualify or do not renew your Apple Music Student subscription. Offer good for verified college students only and does not extend to a Family Sharing group.<ListMarker name="4. " id="1527" />
</listitem>
<listitem id="1539" level="1">The Apple One free trial includes only services that you are not currently using through a free trial or a subscription. Plan automatically renews after trial until cancelled. Restrictions and other terms apply.<ListMarker name="5. " id="1540" />
</listitem>
<listitem id="1545" level="1">AutoMix requires a compatible Apple device running iOS 26, iPadOS 26, visionOS 26, or macOS 26 or later, or CarPlay running the latest software.<ListMarker name="6. " id="1546" />
</listitem>
<listitem id="1550" level="1">Music Haptics is supported on iPhone 12 and later, excluding iPhone SE (3rd generation), using iOS 18 or later.<ListMarker name="7. " id="1551" />
</listitem>
<listitem id="1555" level="1">Apple Music 1, Apple Music Hits, and Apple Music Country are available without an Apple Music subscription.<ListMarker name="8. " id="1556" />
</listitem>
<listitem id="1560" level="1">Apple Music Sing is supported on iPhone 11 and later and iPhone SE (2nd generation and later) using iOS 16.2 or later; iPad models using iPadOS 16.2 or later; and Apple TV 4K (3rd generation).<ListMarker name="9. " id="1561" />
</listitem>
<listitem id="1566" level="1">Lyrics Translation is available for select songs in the following languages: English to Chinese (Simplified), English to Japanese, Korean to Chinese (Simplified), Korean to English, Korean to Japanese, and Spanish to English. Lyrics Pronunciation is available for select songs in the following scripts: Cantonese to Jyutping, Chinese (Simplified) to Pinyin, Chinese (Traditional) to Pinyin, Hindi to Romanized Hindi, Japanese to Romanized Japanese, Korean to Katakana, Korean to Romanized Korean, and Punjabi to Romanized Punjabi. Requires a compatible Apple device running iOS 26, iPadOS 26, tvOS 26, or visionOS 26 or later, or the latest version of Apple Music for Android or the web.<ListMarker name="10. " id="1567" />
</listitem>
<listitem id="1575" level="1">Microphone, reactions, and visual effects features supported on iPhone SE (2nd generation and later) and iPhone 11 and later when using Apple Music Sing on Apple TV 4K (3rd generation), running the latest operating system software. Additional participants can join without a subscription.<ListMarker name="11. " id="1576" />
</listitem>
<listitem id="1581" level="1">Users under the age of 13 cannot collaborate on playlists because they are not allowed to have identities within Music. Users in Cameroon, China mainland, Malawi, Mali, Russia, Türkiye, United Arab Emirates, and Uruguay cannot collaborate.<ListMarker name="12. " id="1582" />
</listitem>
</list>
<list id="1587">
<listitem id="1588" level="1">To listen to music on Apple Music Classical, you must have an internet connection.</listitem>
<listitem id="1591" level="1">“All Of Me” written by Abby Keen, Dyo, Neo Jessica Joshua, PRGRSHN.</listitem>
<listitem id="1594" level="1">“ILY” written by Daniel Rondon, Davide Grigolo, Juan David Loaiza “Kapo”, Juan Diego Medina Vélez, Julian Turizo, Julio “Bati” Emmanuel Batista Ramos, Julián Turizo Zapata, Michele Zocca, Miguel Angel Diaz “Miguelangel”, Miguel Angel Diaz Velez, Myke Towers, Orlando J. Cepeda Matos, TORRES MICHAEL.</listitem>
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<link id="1607" focusable="True">Entertainment</link>
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<navigation name="Apple Directory" id="1614">
<heading id="1617" level="3">Shop and Learn</heading>
<list id="1621">
<listitem id="1622" level="1">
<link id="1623" focusable="True">Store</link>
</listitem>
<listitem id="1626" level="1">
<link id="1627" focusable="True">Mac</link>
</listitem>
<listitem id="1630" level="1">
<link id="1631" focusable="True">iPad</link>
</listitem>
<listitem id="1634" level="1">
<link id="1635" focusable="True">iPhone</link>
</listitem>
<listitem id="1638" level="1">
<link id="1639" focusable="True">Watch</link>
</listitem>
<listitem id="1642" level="1">
<link id="1643" focusable="True">Vision</link>
</listitem>
<listitem id="1646" level="1">
<link id="1647" focusable="True">AirPods</link>
</listitem>
<listitem id="1650" level="1">
<link id="1651" focusable="True">TV & Home</link>
</listitem>
<listitem id="1654" level="1">
<link id="1655" focusable="True">AirTag</link>
</listitem>
<listitem id="1658" level="1">
<link id="1659" focusable="True">Accessories</link>
</listitem>
<listitem id="1662" level="1">
<link id="1663" focusable="True">Gift Cards</link>
</listitem>
</list>
<heading id="1667" level="3">Apple Wallet</heading>
<list id="1671">
<listitem id="1672" level="1">
<link id="1673" focusable="True">Wallet</link>
</listitem>
<listitem id="1676" level="1">
<link id="1677" focusable="True">Apple Card</link>
</listitem>
<listitem id="1680" level="1">
<link id="1681" focusable="True">Apple Pay</link>
</listitem>
<listitem id="1684" level="1">
<link id="1685" focusable="True">Apple Cash</link>
</listitem>
</list>
<heading id="1690" level="3">Account</heading>
<list id="1694">
<listitem id="1695" level="1">
<link id="1696" focusable="True">Manage Your Apple Account</link>
</listitem>
<listitem id="1699" level="1">
<link id="1700" focusable="True">Apple Store Account</link>
</listitem>
<listitem id="1703" level="1">
<link id="1704" focusable="True">iCloud.com</link>
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<heading id="1708" level="3">Entertainment</heading>
<list id="1712">
<listitem id="1713" level="1">
<link id="1714" focusable="True">Apple One</link>
</listitem>
<listitem id="1717" level="1">
<link id="1718" focusable="True">Apple TV</link>
</listitem>
<listitem id="1721" level="1">
<link id="1722" focusable="True">Apple Music</link>
</listitem>
<listitem id="1725" level="1">
<link id="1726" focusable="True">Apple Arcade</link>
</listitem>
<listitem id="1729" level="1">
<link id="1730" focusable="True">Apple Fitness+</link>
</listitem>
<listitem id="1733" level="1">
<link id="1734" focusable="True">Apple News+</link>
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<link id="1738" focusable="True">Apple Podcasts</link>
</listitem>
<listitem id="1741" level="1">
<link id="1742" focusable="True">Apple Books</link>
</listitem>
<listitem id="1745" level="1">
<link id="1746" focusable="True">App Store</link>
</listitem>
</list>
<heading id="1751" level="3">Apple Store</heading>
<list id="1755">
<listitem id="1756" level="1">
<link id="1757" focusable="True">Find a Store</link>
</listitem>
<listitem id="1760" level="1">
<link id="1761" focusable="True">Genius Bar</link>
</listitem>
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<link id="1765" focusable="True">Today at Apple</link>
</listitem>
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<link id="1769" focusable="True">Group Reservations</link>
</listitem>
<listitem id="1772" level="1">
<link id="1773" focusable="True">Apple Camp</link>
</listitem>
<listitem id="1776" level="1">
<link id="1777" focusable="True">Apple Store App</link>
</listitem>
<listitem id="1780" level="1">
<link id="1781" focusable="True">Certified Refurbished</link>
</listitem>
<listitem id="1784" level="1">
<link id="1785" focusable="True">Apple Trade In</link>
</listitem>
<listitem id="1788" level="1">
<link id="1789" focusable="True">Financing</link>
</listitem>
<listitem id="1792" level="1">
<link id="1793" focusable="True">Carrier Deals at Apple</link>
</listitem>
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<link id="1797" focusable="True">Order Status</link>
</listitem>
<listitem id="1800" level="1">
<link id="1801" focusable="True">Shopping Help</link>
</listitem>
</list>
<heading id="1806" level="3">For Business</heading>
<list id="1810">
<listitem id="1811" level="1">
<link id="1812" focusable="True">Apple and Business</link>
</listitem>
<listitem id="1815" level="1">
<link id="1816" focusable="True">Shop for Business</link>
</listitem>
</list>
<heading id="1820" level="3">For Education</heading>
<list id="1824">
<listitem id="1825" level="1">
<link id="1826" focusable="True">Apple and Education</link>
</listitem>
<listitem id="1829" level="1">
<link id="1830" focusable="True">Shop for K-12</link>
</listitem>
<listitem id="1833" level="1">
<link id="1834" focusable="True">Shop for College</link>
</listitem>
</list>
<heading id="1838" level="3">For Healthcare</heading>
<list id="1842">
<listitem id="1843" level="1">
<link id="1844" focusable="True">Apple and Healthcare</link>
</listitem>
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<heading id="1848" level="3">For Government</heading>
<list id="1852">
<listitem id="1853" level="1">
<link id="1854" focusable="True">Apple and Government</link>
</listitem>
<listitem id="1857" level="1">
<link id="1858" focusable="True">Shop for Veterans and Military</link>
</listitem>
<listitem id="1861" level="1">
<link id="1862" focusable="True">Shop for State and Local Employees</link>
</listitem>
<listitem id="1866" level="1">
<link id="1867" focusable="True">Shop for Federal Employees</link>
</listitem>
</list>
<heading id="1872" level="3">Apple Values</heading>
<list id="1876">
<listitem id="1877" level="1">
<link id="1878" focusable="True">Accessibility</link>
</listitem>
<listitem id="1881" level="1">
<link id="1882" focusable="True">Education</link>
</listitem>
<listitem id="1885" level="1">
<link id="1886" focusable="True">Environment</link>
</listitem>
<listitem id="1889" level="1">
<link id="1890" focusable="True">Inclusion and Diversity</link>
</listitem>
<listitem id="1893" level="1">
<link id="1894" focusable="True">Privacy</link>
</listitem>
<listitem id="1897" level="1">
<link id="1898" focusable="True">Racial Equity and Justice</link>
</listitem>
<listitem id="1901" level="1">
<link id="1902" focusable="True">Supply Chain Innovation</link>
</listitem>
</list>
<heading id="1906" level="3">About Apple</heading>
<list id="1910">
<listitem id="1911" level="1">
<link id="1912" focusable="True">Newsroom</link>
</listitem>
<listitem id="1915" level="1">
<link id="1916" focusable="True">Apple Leadership</link>
</listitem>
<listitem id="1919" level="1">
<link id="1920" focusable="True">Career Opportunities</link>
</listitem>
<listitem id="1923" level="1">
<link id="1924" focusable="True">Investors</link>
</listitem>
<listitem id="1927" level="1">
<link id="1928" focusable="True">Ethics & Compliance</link>
</listitem>
<listitem id="1931" level="1">
<link id="1932" focusable="True">Events</link>
</listitem>
<listitem id="1935" level="1">
<link id="1936" focusable="True">Contact Apple</link>
</listitem>
</list>
</navigation>
<generic id="1939">
<generic id="1940">More ways to shop: or near you. Or call (1-800-692-7753).<link id="1943" focusable="True">Find an Apple Store</link>
<link id="1948" focusable="True">other retailer</link>
<link id="1955" focusable="True">1-800-MY-APPLE</link>
</generic>
<generic id="1960">
<link name="United States. Choose your country or region" id="1961" focusable="True">United States</link>
</generic>
<generic id="1965">
<generic id="1966">Copyright © 2026 Apple Inc. All rights reserved.</generic>
<list id="1969">
<listitem id="1970" level="1">
<link id="1972" focusable="True">Privacy Policy</link>
</listitem>
<listitem id="1976" level="1">
<link id="1978" focusable="True">Terms of Use</link>
</listitem>
<listitem id="1982" level="1">
<link id="1984" focusable="True">Sales and Refunds</link>
</listitem>
<listitem id="1988" level="1">
<link id="1990" focusable="True">Legal</link>
</listitem>
<listitem id="1994" level="1">
<link id="1996" focusable="True">Site Map</link>
</listitem>
</list>
</generic>
</generic>
</contentinfo>
</generic>
</RootWebArea>Driver python-1772658380 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772658380 Token usage statistics: - Total: 58997 tokens (56002 input, 2995 output) - Cached: 1372 tokens (1006 input, 366 output)

















Chrome driver started successfully (driver_id: python-1772658522) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL, and it looks like I should use the NavigateToUrlTool for that. First, I’ll make sure to provide the correct URL for the tool. After that, I’ll respond with a confirmation to let the user know it’s done. It seems like a straightforward process, so I just need to focus on executing it properly with a single tool call.",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/')"
]
}
],
"changes": "URL changed to https://www.apple.com/. A new Apple storefront UI was rendered where previously there was only an empty root. The page now includes a full header-style navigation (Global navigation with Store, Mac, iPhone, Watch, etc.), a main area featuring multiple product hero blocks (MacBook Neo, iPhone 17e, MacBook Pro, MacBook Air, iPad Air, Studio displays, etc.), and a comprehensive footer region. Key content changes include a large, structured navigation tree with many focusable links and menus, several product hero sections with headlines, supporting paragraphs, and action links, plus extensive footer content organized into sections (Shop and Learn, Apple Wallet, Account, Entertainment, Apple Store, For Business/Education/Healthcare/Government, Apple Values, About Apple) and country/footnotes elements. Overall, the UI transitions from a minimal root to a complete e-commerce/info portal with rich interactive elements and accessible labeling."
}{
"explanation": "**Navigating to URLs**\n\nI need to navigate to the given URLs using a specific tool called NavigateToUrlTool. I'm planning on making just a single call, so using multi_tool_use.parallel is unnecessary. I’ll ensure that the page loads properly as I provide the URL. Alright, let’s get started by calling functions.NavigateToUrlTool with the URL! That should do the trick!",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/shop/product/MQDU3LL/A or navigate to https://www.apple.com/iphone/compare/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/product/MQDU3LL/A')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/product/MQDU3LL/A. A 404 error page is now shown for Apple instead of the Apple homepage. The root area switches to “Page Not Found - Apple” and the main content area is replaced with a 404-appropriate layout. Key changes include adding a site-wide search control, a prominent “Or see our site map” link, and a broad footer/navigation region with multiple categorized sections (Shop and Learn, Apple Wallet, Account, Entertainment, Apple Store, etc.). The prior product-focused content (MacBook Pro, MacBook Air, iPad, Studio displays, etc.) is removed, and a compact breadcrumb-like list and footer headings are introduced to help users navigate from the error page."
}{
"explanation": "**Navigating URLs**\n\nI’m ready to navigate to a specific URL using the NavigateToUrlTool. It looks like I don’t need to worry about any actions related to ARIA, so I’ll just focus on calling the tool to get there. Once I’ve successfully navigated, I’ll follow up with a response based on the information I find. It seems pretty straightforward!",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/iphone/compare/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/iphone/compare/')"
]
}
],
"changes": "URL changed to https://www.apple.com/iphone/compare/. The page was significantly reworked from a simple error screen into a full iPhone model comparison page. The old “Page Not Found” UI with a basic search and minimal footer was replaced by an extensive product comparison experience titled iPhone models, including a large interactive table of specs, finishes, prices, and Buy/Learn actions. Key visible changes include a new Global navigation structure that expands into an Apple Directory, with sections like Shop and Learn, Apple Wallet, Account, Entertainment, and more in the footer area. The content now centers around a detailed Compare iPhone models table (with multiple finish options, capacities, camera specs, display features, battery data, and accessory notes), replacing the prior simple search box and footer. Additionally, the breadcrumbs and footer content were updated to reflect the new navigation paths (e.g., a Compare item in breadcrumbs and a richer country/region label)."
}The requested color/finish options for iPhone 13 Pro, iPhone 14 Pro, and iPhone 15 Pro are not present in the provided ARIA tree of the comparison page. Therefore, NOOP.
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/iphone-15-pro/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/iphone-15-pro/')"
]
}
],
"changes": "URL changed to https://www.apple.com/iphone/. A large UI overhaul redirected the user from a dedicated “Compare iPhone models” page to a broader, sectioned iPhone hub. The top area now presents a titled iPhone region with a new “Explore iPhone” navigation and multiple subsections (Explore iPhone, Shop iPhone, More from iPhone) instead of a single comparison table. Key content changes include replacing the long compare matrix with an expanded lineup and interactive cards: individual model entries (iPhone 17 Pro, iPhone Air, iPhone 17, etc.), finish options, pricing details, and several marketing blocks (Explore the lineup, Take a closer look, Why Apple is the best place). The Apple Footer footnotes were rewritten, moving from a limited set of notes to a larger, more detailed set of trade-in, carrier deals, and ACMI-related text, and the Breadcrumbs area was simplified to show just “iPhone” instead of the previous chain."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. It seems straightforward: just use the tool with the given URL and then confirm back to the user. There’s no need for any extra actions after that. I’ll make sure to follow through with the tool, so it all goes smoothly. Once I’ve done that, I’ll finalize the response for the user. It’s all about keeping it simple!",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/shop/buy-iphone/iphone-15-pro",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/buy-iphone/iphone-15-pro')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}No information about iPhone 15 Pro color/finish options is present in the provided ARIA tree. The available finishes listed are for iPhone 17 Pro, iPhone 17, iPhone 16, and iPhone 17e, but not iPhone 15 Pro.
{
"explanation": "**Navigating to URL**\n\nI need to access a specific URL, so I'll likely use the NavigateToUrlTool with the given URL. It seems straightforward; just one tool call is needed here! Once I've navigated there, I'll respond with a confirmation message that everything's done. It feels good to keep this simple and direct. Let’s give it a try!",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/iphone-13-pro/specs/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/iphone-13-pro/specs/')"
]
}
],
"changes": "URL did not change. The UI changes mainly simplify and inline previously separated line-break elements. Across multiple sections, explicit LineBreak with an empty InlineTextBox has been collapsed into a single LineBreak with a named value (e.g., name=\" \") inside the surrounding text, reducing extra wrappers and blank gaps. In addition, a few content-groupings were streamlined: a \"Watch the film\" button is moved out of a generic block, a \"Shop iPhone accessories\" link is kept as a direct element rather than nested, and long blocks of Apple Pay and related notes are condensed into fewer lines with repeated LineBreaks instead of multiple empty breaks. Overall, the text blocks become more compact with fewer placeholder elements while preserving the same visible content."
}['https://www.apple.com/iphone/', 'iPhone - Apple']
{
"explanation": "**Navigating to iPhone comparison page**\n\nI need to go to the Apple iPhone compare page, so I'll use the NavigateToUrlTool with the specific URL. After that, I’ll confirm that the navigation was successful. It looks straightforward since it only requires one tool call. Once I’ve done that, a quick response confirming the action will follow. Let's make sure everything goes smoothly!",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/iphone/compare/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/iphone/compare/')"
]
}
],
"changes": "URL changed to https://www.apple.com/iphone/compare/. The page was reoriented from Apple’s iPhone landing toward a dedicated compare experience. The main area was updated from a simple iPhone listing to a comprehensive “Compare iPhone models” interface, including a large table with multiple column headers, dropdowns, finish selectors, and an embedded model-variant grid. Visible content also shifted in the footer and in the breadcrumbs. Footnotes and pricing copy were heavily rewritten and condensed, with many long disclaimers replaced by shorter entries; the Apple Footer footnotes now reference different items (and renumber). In the breadcrumbs, the iPhone item gained an interactive link, and a new “Compare” item appears, signaling the new compare view."
}['iPhone 17 Pro', 'iPhone 17 Pro Max', 'iPhone Air', 'iPhone 17', 'iPhone 17e', 'iPhone 16 Pro', 'iPhone 16 Pro Max', 'iPhone 16', 'iPhone 16 Plus', 'iPhone 16e', 'iPhone 15 Pro', 'iPhone 15 Pro Max', 'iPhone 15', 'iPhone 15 Plus', 'iPhone 14 Pro', 'iPhone 14 Pro Max', 'iPhone 14', 'iPhone 14 Plus', 'iPhone 13 Pro', 'iPhone 13 Pro Max', 'iPhone 13 mini', 'iPhone 13', 'iPhone SE (3rd generation)', 'iPhone 12 Pro', 'iPhone 12 Pro Max', 'iPhone 12 mini', 'iPhone 12', 'iPhone 11 Pro', 'iPhone 11 Pro Max', 'iPhone 11', 'iPhone SE (2nd generation)', 'iPhone XS', 'iPhone XS Max', 'iPhone XR', 'iPhone X', 'iPhone 8 Plus', 'iPhone 8', 'iPhone 7 Plus', 'iPhone 7', 'iPhone 17 Pro', 'iPhone 17 Pro Max', 'iPhone Air', 'iPhone 17', 'iPhone 17e', 'iPhone 16 Pro', 'iPhone 16 Pro Max', 'iPhone 16', 'iPhone 16 Plus', 'iPhone 16e', 'iPhone 15 Pro', 'iPhone 15 Pro Max', 'iPhone 15', 'iPhone 15 Plus', 'iPhone 14 Pro', 'iPhone 14 Pro Max', 'iPhone 14', 'iPhone 14 Plus', 'iPhone 13 Pro', 'iPhone 13 Pro Max', 'iPhone 13 mini', 'iPhone 13', 'iPhone SE (3rd generation)', 'iPhone 12 Pro', 'iPhone 12 Pro Max', 'iPhone 12 mini', 'iPhone 12', 'iPhone 11 Pro', 'iPhone 11 Pro Max', 'iPhone 11', 'iPhone SE (2nd generation)', 'iPhone XS', 'iPhone XS Max', 'iPhone XR', 'iPhone X', 'iPhone 8 Plus', 'iPhone 8', 'iPhone 7 Plus', 'iPhone 7', 'iPhone 17 Pro', 'iPhone 17 Pro Max', 'iPhone Air', 'iPhone 17', 'iPhone 17e', 'iPhone 16 Pro', 'iPhone 16 Pro Max', 'iPhone 16', 'iPhone 16 Plus', 'iPhone 16e', 'iPhone 15 Pro', 'iPhone 15 Pro Max', 'iPhone 15', 'iPhone 15 Plus', 'iPhone 14 Pro', 'iPhone 14 Pro Max', 'iPhone 14', 'iPhone 14 Plus', 'iPhone 13 Pro', 'iPhone 13 Pro Max', 'iPhone 13 mini', 'iPhone 13', 'iPhone SE (3rd generation)', 'iPhone 12 Pro', 'iPhone 12 Pro Max', 'iPhone 12 mini', 'iPhone 12', 'iPhone 11 Pro', 'iPhone 11 Pro Max', 'iPhone 11', 'iPhone SE (2nd generation)', 'iPhone XS', 'iPhone XS Max', 'iPhone XR', 'iPhone X', 'iPhone 8 Plus', 'iPhone 8', 'iPhone 7 Plus', 'iPhone 7']
{
"explanation": "**Selecting iPhone 13 Pro**\n\nI need to start by selecting \"iPhone 13 Pro\" from the first comparison column dropdown. The relevant dropdown is in a cellular structure, specifically in row group 365, where the first column header says \"Dropdown.\" There are three combos per row, and I'm seeing that the options include iPhone 13 Pro under \"More iPhone models\" with the associated IDs. I’ll need to click to open the combo box and select the option labeled \"iPhone 13 Pro.\" **Executing Click Actions**\n\nI realize there's no explicit \"Click\" tool, but there's ClickTool associated with element IDs. To open the dropdown, I need to click the combobox with ID 373. I might need to focus on the combobox first, so I will click it to open. Afterward, I’ll click the option with ID 498. It looks like I should handle this sequentially rather than in parallel, so I’ll perform two calls using functions.ClickTool. Let's move forward with that!",
"performed_steps": [
{
"name": "In the first comparison column dropdown, select \"iPhone 13 Pro\"",
"tools": [
"ClickTool(id='373')"
]
}
],
"changes": "URL did not change. A user interaction with a dropdown within a table cell now shows the combobox in a focused state. The combobox gained a focused attribute, indicating it is the current interactive element in the open menu. Content changes highlight the selection state and accessibility cues: the “iPhone 17 Pro Max” option is now marked as selected, whereas before it wasn’t. The popup also now carries an activedescendant attribute (set to an empty value), and the popup wrapper is associated with the combobox to reflect the active item in the list."
}Error: Message: element not interactable: [object HTMLOptionElement] has no size and location (Session info: chrome=145.0.7632.117); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x00000001013b96b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x00000001013b1a50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x0000000100e8e56c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 75432 3 chromedriver 0x0000000100e947ac _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 100584 4 chromedriver 0x0000000100e96a2c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 109416 5 chromedriver 0x0000000100e96ae4 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 109600 6 chromedriver 0x0000000100edcc84 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 396736 7 chromedriver 0x0000000100edc358 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 394388 8 chromedriver 0x0000000100f1e130 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 664172 9 chromedriver 0x0000000100f16620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 10 chromedriver 0x0000000100ecbb9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 11 chromedriver 0x0000000101378680 cxxbridge1$str$ptr + 2861308 12 chromedriver 0x000000010137bdd4 cxxbridge1$str$ptr + 2875472 13 chromedriver 0x000000010135da7c cxxbridge1$str$ptr + 2751736 14 chromedriver 0x000000010137c658 cxxbridge1$str$ptr + 2877652 15 chromedriver 0x000000010134dffc cxxbridge1$str$ptr + 2687608 16 chromedriver 0x00000001013a0d78 cxxbridge1$str$ptr + 3026932 17 chromedriver 0x00000001013a0ef4 cxxbridge1$str$ptr + 3027312 18 chromedriver 0x00000001013b16a8 cxxbridge1$str$ptr + 3094820 19 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 20 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "**Setting dropdown value with JavaScript**\n\nI need to create a JavaScript snippet to set the first comparison dropdown to select \"iPhone 13 Pro.\" I found there are multiple comboboxes with different IDs. The first comparison dropdown seems to be associated with ID 373, which has options including \"iPhone 13 Pro.\" To set it, I'll need to find the combobox element by its ID and then set the selected attribute for the \"iPhone 13 Pro\" option in the MenuListPopup, since it’s a custom dropdown. **Updating dropdown selection in JavaScript**\n\nI need to set the \"iPhone 13 Pro\" option in the first dropdown. The ID for that option is 398, and it’s currently not selected. So, I should update it by setting its `selected` attribute to true, and I may need to update ARIA attributes as well. I can use `document.querySelector('#373 [name=\"iPhone 13 Pro\"]')` to find it. I'll ensure the structure reflects that the option is a child of a group within the MenuListPopup (ID 374). **Crafting JavaScript snippet for selection**\n\nI need to create a JavaScript snippet to select the \"iPhone 13 Pro\" option, which has the ID 398 in the group with ID 376. First, I'll get the combobox by its ID (373) and then find all option elements. I'll loop through those options, check if the name is \"iPhone 13 Pro,\" and set it as selected if it matches. Finally, I’ll dispatch a change event to ensure the selection is updated properly. I'll format this neatly as a single snippet.",
"performed_steps": [
{
"name": "use JavaScript to set the value of the first comparison dropdown to select \"iPhone 13 Pro\" option",
"tools": []
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "**Executing JavaScript code**\n\nI need to run the provided JavaScript on the page using the ExecuteJavascriptTool function. It seems we’ll need to pass in the code exactly as given in the prompt. I’m considering how to handle single quotes properly while escaping them. Once I have everything set up, I’ll call functions.ExecuteJavascriptTool with the proper script format, like \"var selects = ...\". After that, I can return the result. Let’s go ahead and perform this!",
"performed_steps": [
{
"name": "execute javascript: var selects = document.querySelectorAll('select'); if(selects.length > 0) { var sel = selects[0]; for(var i=0; i<sel.options.length; i++) { if(sel.options[i].text.includes('iPhone 13 Pro') && !sel.options[i].text.includes('Max')) { sel.selectedIndex = i; sel.dispatchEvent(new Event('change', {bubbles:true})); break; } } }",
"tools": [
"ExecuteJavascriptTool(script='var selects = document.querySelectorAll('select'); if(selects.length > 0) { var sel = selects[0]; for(var i=0; i<sel.options.length; i++) { if(sel.options[i].text.includes('iPhone 13 Pro') && !sel.options[i].text.includes('Max')) { sel.selectedIndex = i; sel.dispatchEvent(new Event('change', {bubbles:true})); break; } } }')"
]
}
],
"changes": "URL changed to https://www.apple.com/iphone/compare/?modelList=iphone-13-pro,iphone-air,iphone-17. The diff shows that the compare page was updated to focus on a new comparison set centered on “iPhone 13 Pro vs iPhone Air vs iPhone 17” rather than the prior iPhone model lineup. The overall title and table headers were renamed, and media/placeholders were adjusted to reflect different devices being compared. Across the table, a broad set of content was reworked: many column headers, finish/feature labels, and spec values were changed to align with new model names, availability, and measurements. Numerous cells now show “Not available” where data existed before, and several specs were rewritten or replaced with different values (e.g., chip, camera, display, battery, connectivity, and weight/size figures were updated or removed). Overall, the page content was heavily overhauled to present a different set of models and updated specifications."
}{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/iphone/compare/?modelList=iphone-13-pro,iphone-14-pro,iphone-15-pro",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/iphone/compare/?modelList=iphone-13-pro,iphone-14-pro,iphone-15-pro')"
]
}
],
"changes": "URL changed to https://www.apple.com/iphone/compare/?modelList=iphone-13-pro,iphone-14-pro,iphone-15-pro. The diff shows a shift in focus from older iPhone model names to newer ones, with navigation still targeting an iPhone comparison page. The landing RootWebArea title updates from “iPhone 13 Pro vs iPhone Air vs iPhone 17” to “iPhone 13 Pro vs iPhone 14 Pro vs iPhone 15 Pro,” and many model labels in tables and lists have been renamed accordingly (Air/17 appearances replaced by 14 Pro/15 Pro). In the content, interactive elements and details were reflowed: combobox options and groupings were adjusted, several “Learn more” or price-related entries were simplified or removed, and several finishes, camera specs, and technical attributes were renamed or reworded (e.g., front camera labels, chip names, GPU counts, display sizes, battery/charging notes). Numerous rows and cells were restructured to reflect the new model lineup, with many items switched to generic placeholders like “Not available” or updated to new values, and accessibility labels adjusted (some focus states removed or moved, some names changed to align with the updated models)."
}['iPhone 13 Pro: Alpine Green', 'Silver', 'Gold', 'Graphite', 'Sierra Blue\niPhone 14 Pro: Deep Purple', 'Gold', 'Silver', 'Space Black\niPhone 15 Pro: Natural Titanium', 'Blue Titanium', 'White Titanium', 'Black Titanium']
Driver python-1772658522 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772658522 Token usage statistics: - Total: 585266 tokens (578708 input, 6558 output) - Cached: 46087 tokens (45521 input, 566 output)














Chrome driver started successfully (driver_id: python-1772658835) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/')"
]
}
],
"changes": "URL changed to https://www.apple.com/. The UI transitioned from a minimal focused root to a full Apple homepage layout with rich navigational and content sections. The new structure introduces a global navigation with multiple nested menus, a prominent Apple header, and a main area featuring several product promos (MacBook Neo, iPhone 17e, MacBook Pro, etc.) and call-to-action links. Additional content areas were added: a large content region with product cards, an “Endless entertainment” section with a tabbed gallery, and a comprehensive Apple Directory-style navigation plus a detailed footer (contentinfo) containing regional choices, policy links, and business/education resources. The accessibility tree now includes explicit headings, regions, lists, and interactive elements (links, buttons) throughout, improving screen-reader navigation and keyboard focus."
}{
"explanation": "**Navigating to accessories page**\n\nI need to navigate to the Apple Vision Pro accessories page. There’s a tree structure showing a Vision item in the Apple Directory, specifically in the Shop and Learn list. I should click the link to go there. It seems the Vision Pro accessories page is likely under the Accessories category, so I’ll check if it’s the \"Vision accessories\" page. Ultimately, I want to make sure I open the correct accessories page for the Vision Pro. **Clicking on Vision link**\n\nI’m noticing that there's no explicit \"Vision Pro accessories\" link. However, I can navigate to the Vision category and then possibly Accessories. The simplest option seems to be clicking the Vision link with id 131, which is listed in the Apple Directory. There's another link with id 970 under the Shop and Learn list that is also focusable. So, I should proceed to click the element with id 970 using the ClickTool function. Let's move forward!",
"performed_steps": [
{
"name": "navigate to the Apple Vision Pro accessories page",
"tools": [
"ClickTool(id='970')"
]
}
],
"changes": "URL changed to https://www.apple.com/store. The Apple Experience page was significantly redesigned to present a much richer storefront and navigation. The root area label was expanded to \"Apple Store Online - Apple\" and the prior top navigation was replaced with a Global navigation containing a long stacked menu of product categories, plus a Shopping Bag control. Content-wise, the after diff adds numerous new content blocks: a Store header with store copy and a prominent Connect with a Specialist option, a large product-grid-like \"Mac, iPhone, iPad\" catalog, and multiple new sections such as The Apple Store difference, Today at Apple, accessories listings, and extensiveFootnotes/terms in a dedicated footer area. The layout also introduces a new Quick Links section in the footer, a more detailed Apple Store footer navigation, and live-status placeholders. Overall, the UI shifts from a simple header to a feature-rich, catalog-style storefront with expanded navigation and accessibility notes."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to the specified URL for this web automation task. It makes sense to use the appropriate tool for this, so I'll call the NavigateToUrlTool with the URL provided. After that, I'll simply confirm the action. There's no need for any additional interaction at this point. It seems like a straightforward step, so let’s get it done!",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/shop/buy-vision-pro/accessories",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/buy-vision-pro/accessories')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/buy-vision-pro/accessories. The user interface now shows a 404–Page Not Found scenario after navigating away from the Apple site. The main area replaces the product/catalog content with a prominent 1st-level heading stating the page can’t be found, and adds a simple search box and a submit button to help users recover. Other notable changes include a shortened, simplified main navigation: the long product and promo sections are removed, the breadcrumb label changes from “Apple Store Online” to “Page Not Found,” and a quick links hint to “Or see our site map” is introduced. Footer footnotes and extensive policy text are removed, leaving a leaner 404 experience."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL, which seems straightforward. My next step is to respond with a tool call to the NavigateToUrlTool, using the appropriate URL. This should be a concise process since it really just involves that one tool call. I'll proceed with executing the functions.NavigateToUrlTool to get this done efficiently. Let’s keep it simple and direct!",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/apple-vision-pro/accessories/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/apple-vision-pro/accessories/')"
]
}
],
"changes": "URL changed to https://www.apple.com/apple-vision-pro/accessories/. A lot of the header/navigation was reorganized, moving from a flat Global menu to a structured Apple Directory. The long Global list of product links became a multi-section, collapsible-style directory with clearly labeled groups like Shop and Learn, Apple Wallet, and Account. In the main area, the 404 content was kept but the footer/content area was reworked: a new search block appears with a required search field and a Submit button, plus an Or see our site map link. The footer was expanded into a detailed Apple Directory with extensive link groups (Shop and Learn, Entertainment, Apple Store, etc.), a Breadcrumbs navigation, and country text improved to reference country selection. Additionally, the United States label was updated to reflect a country/region chooser."
}{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/shop/accessories/all/compatible-with-apple-vision-pro",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/shop/accessories/all/compatible-with-apple-vision-pro')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/accessories/all/compatible-with-apple-vision-pro. On the 404 page, the top navigation structure was replaced with a simpler header/main layout. The previous global navigation with multiple nested lists is replaced by a main area containing a clear \"The page you’re looking for can’t be found.\" heading and a search field with a submit button. Content-wise, the long Apple footer navigation has been moved into a dedicated contentinfo footer region, introducing a full set of categorized links under “More Links” (Shop and Learn, Apple Wallet, Account, Entertainment, etc.). A few small wording/label changes appear in the header controls (e.g., Search apple.com field and Shopping Bag button) and a few product names are lightly updated (e.g., TV & Home vs TV and Home)."
}{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/apple-vision-pro/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/apple-vision-pro/')"
]
}
],
"changes": "URL changed to https://www.apple.com/apple-vision-pro/. The diff shows a large page overhaul where the 404 page was replaced with a full Apple Vision Pro product hub. The header/navigation has been restructured from a generic 404 chrome to a branded global/local navigation, including a new Apple Vision Pro hero area and a Buy Apple Vision Pro action. Interactive elements in the hero now include a Buy link and a demo booking option, replacing the previous search and simple action. Content-wise, the after-state replaces the old low-detail 404 content with expansive, multi-section product storytelling: hero with a value proposition and imagery, followed by in-depth sections on Entertainment, Productivity,Photos and Videos, visionOS, Technology, and Values, plus an Apps and Accessories area. There is a full navigation and directory reorganization (Apple Directory with Shop and Learn, Wallet, Account, etc.), a new Breadcrumbs path, and a long-footnote region. In short, the page shifts from a minimal error message to a feature-rich product landing with numerous interactive links (Buy, Book a demo, Explore apps, Visit the App Store) and extensive product information."
}{
"explanation": "**Clicking on Accessories Link**\n\nI need to click on the Accessories link in the ARIA tree under the Apple Directory section. Specifically, there's an element with id 2699 labeled as \"Accessories.\" I should ensure it’s focused and ready before clicking. I might want to hover over it for a moment, but ultimately, it’s just about clicking the element with that id. I’ll use functions.ClickTool for this action and provide some commentary on my reasoning right before the call.",
"performed_steps": [
{
"name": "click on the Accessories link or section on this page",
"tools": [
"ClickTool(id='2699')"
]
}
],
"changes": "URL changed to https://www.apple.com/airtag/. The page has shifted from Apple Vision Pro to AirTag as the primary product being shown. The top-level RootWebArea name changes from “Apple Vision Pro - Apple” to “AirTag - Apple,” and the local navigation now centers on AirTag items rather than Vision Pro content. Key content updates include a reworked main region with AirTag-focused headings and imagery, including sections like “AirTag Tech Specs” and multiple AirTag-specific feature blocks (sound, Find My integration, privacy, and accessories). The breadcrumbs and footer area have been updated to reflect AirTag rather than Vision Pro, and the previously long Vision Pro gallery/content has been replaced with AirTag-specific content and product details."
}{
"explanation": "**Navigating to URL**\n\nI need to use the NavigateToUrlTool to go to the specified URL. There’s no need to set up a parallel call; I’ll just call the function directly. After that, I’ll confirm that we’ve arrived at the destination. It seems straightforward, so I’ll get started on this right away! Just making sure everything's in order before I perform the action. Let's do this!",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/apple-vision-pro/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/apple-vision-pro/')"
]
}
],
"changes": "URL changed to https://www.apple.com/apple-vision-pro/. The page was redirected from an AirTag-focused view to a broader Apple Vision Pro presentation. The root area name changes from AirTag - Apple to Apple Vision Pro - Apple, and the local navigation updates replace AirTag items with Vision Pro sections and a Vision Pro-specific navigation list. Key content changes include a complete replacement of featured content: the AirTag headings, paragraphs, images, and footnotes are swapped for Vision Pro sections such as New M5 chip with Dual Knit Band, product galleries (design, entertainment, productivity, photos and videos, visionOS, etc.), and a detailed technology/privacy/value narrative. The breadcrumbs and several interactive labels are updated to reflect Vision Pro, including renamed links (e.g., Buy/Book a demo to Buy Apple Vision Pro) and new gallery and navigation structures throughout the main content."
}Shop
{
"explanation": "**Scrolling to accessories section**\n\nI need to perform an action: scroll down to find the Accessories section on the Apple Vision Pro page. The accessories link is in the Global navigation under the Accessories menu with the ID 223. There's a heading titled \"Explore Apple Vision Pro accessories\" with the ID 3039 in the main content. So, I'll simulate scrolling down to that heading using the ScrollTool with the ID 3039. I’ll make a single tool call without parallel processing.",
"performed_steps": [
{
"name": "scroll down to find the Accessories section on this Apple Vision Pro page",
"tools": [
"ScrollTool(id='3039')"
]
}
],
"changes": "URL did not change. The UI is now enabling interaction for two animated media assets that were previously shown as disabled. The placeholder images labeled “Unable to play media.” and their accompanying loading buttons have been replaced with descriptive content and an active play button for each animation. Specifically, the first asset now shows an image labeled “Optic ID scanning iris to authenticate a wearer animation” and a focusable, enabled button labeled “play Optic ID animation.” The second asset uses an image labeled “Where you look being blocked from apps and websites animation” with a corresponding enabled button labeled “play Where you look animation,” replacing the prior disabled loading state."
}['Shop Apple Vision Pro accessories', 3052]
{
"explanation": "",
"performed_steps": [
{
"name": "click the \"Shop Apple Vision Pro accessories\" link",
"tools": [
"ClickTool(id='3052')"
]
}
],
"changes": "URL changed to https://www.apple.com/shop/vision/accessories. The page appears to have shifted from a general Apple Vision Pro product page to a dedicated accessories storefront. The global/local navigation was reorganized and the main content now centers on showcasing accessories rather than the product features. Key content changes include a new accessories catalog with featured items (Apple Vision Pro Battery, Travel Case, ZEISS Inserts, Light Seal, and a PlayStation VR2 item), a prominent Shop all Apple Vision Pro accessories link, and updated footer/navigation sections that expose extensive “Shop and Learn” and other site links. The previous product-focused sections and rich media galleries were largely removed in favor of a simplified, itemized shopping layout and a broader site footer."
}['Apple Vision Pro Battery - $199.00', 'Apple Vision Pro Travel Case - $199.00', 'ZEISS Optical Inserts - From $99', 'Apple Vision Pro Light Seal - $199.00', 'PlayStation VR2 Sense Controller & Charging Station - $249.95']
Driver python-1772658835 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772658835 Token usage statistics: - Total: 186357 tokens (182664 input, 3693 output) - Cached: 0 tokens (0 input, 0 output)










Chrome driver started successfully (driver_id: python-1772659036) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/')"
]
}
],
"changes": "URL changed to https://www.apple.com/. A global Apple homepage UI was introduced from a previously minimal root area. The page now includes a branded Apple header and a comprehensive navigation system, plus a main content region with multiple product showcases. Key changes group together: a large global navigation with Shop and Learn sections and extensive category links; several product feature blocks (MacBook Neo, iPhone 17e, MacBook Pro, MacBook Air, iPad, Studio displays, Apple Trade In, etc.) with descriptions, actions, and imagery; and a full footer area (contentinfo) containing footnotes, carrier deals, country selector, and standard policy links. In short, the UI expanded from a simple focused area to a full, content-rich Apple homepage with navigation, product cards, entertainment/group sections, and a detailed footer."
}{
"explanation": "**Searching for Apple ID help**\n\nI need to search for \"forgot Apple ID password\" on the Apple website. First, I'll interact with the page to find the search button, which has the name \"Search apple.com.\" I plan to click that to reveal the search input field. However, I'm not sure about the input field's ID. Maybe a new search field will pop up once I click the search button? I wish I knew the ID for typing directly! **Navigating Apple ID search**\n\nI'm trying to search for \"forgot Apple ID password.\" First, I can click the search button, but I'm lacking the ID for the input. I wondered if I could use TypeTool with the button ID 257, but that won't work since it types into the button. Instead, I'll click the button and see what happens next. Ideally, I should first click and then look for an available input field. Let's move forward with clicking the search button! **Continuing with the search process**\n\nI’m considering typing into the search field with ID 970, but it seems that’s not the right approach. I should inform the user that I’ve opened the search and ask if they want me to enter the query. However, the user asked me to perform the step directly. So, I’ll click the search button first and then request input for the query afterward. I'll proceed with the ClickTool for ID 257 and suggest we continue together!",
"performed_steps": [
{
"name": "search for \"forgot Apple ID password\" using the search functionality on the Apple website",
"tools": [
"ClickTool(id='257')"
]
}
],
"changes": "URL did not change. A section of the accessibility tree was reorganized without changing the overall content topic (phone support and store finder). The “More ways to shop” text now no longer includes the callout in the same line; instead, the phone line is wrapped in a nested generic block and the 1-800-MY-APPLE option is moved inside that nested block as a separate link within the same group. In short, the Find an Apple Store link remains, but the phone number and its toll-free link are reorganized into a sub-block, changing the reading/grouping order for those related contact options."
}Error: Message: invalid element state (Session info: chrome=145.0.7632.117) Stacktrace: 0 chromedriver 0x00000001047fd6b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x00000001047f5a50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x00000001042d2370 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74924 3 chromedriver 0x0000000104313528 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 341604 4 chromedriver 0x000000010431125c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332696 5 chromedriver 0x000000010435a620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 6 chromedriver 0x000000010430fb9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 7 chromedriver 0x00000001047bc680 cxxbridge1$str$ptr + 2861308 8 chromedriver 0x00000001047bfdd4 cxxbridge1$str$ptr + 2875472 9 chromedriver 0x00000001047a1a7c cxxbridge1$str$ptr + 2751736 10 chromedriver 0x00000001047c0658 cxxbridge1$str$ptr + 2877652 11 chromedriver 0x0000000104791ffc cxxbridge1$str$ptr + 2687608 12 chromedriver 0x00000001047e4d78 cxxbridge1$str$ptr + 3026932 13 chromedriver 0x00000001047e4ef4 cxxbridge1$str$ptr + 3027312 14 chromedriver 0x00000001047f56a8 cxxbridge1$str$ptr + 3094820 15 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 16 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://support.apple.com/en-us/101731",
"tools": [
"NavigateToUrlTool(url='https://support.apple.com/en-us/101731')"
]
}
],
"changes": "URL changed to https://support.apple.com/en-us/101731. The UI reoriented from a generic Apple homepage to a focused support-oriented layout with a breadcrumb trail. The top-level Apple area now shows a breadcrumb path (Apple > Support) and the main navigation has been pared down, with a single “Search Support” action replacing the previous broad site-wide search. Key content changes include heavy pruning of the product and services sections (many Apple product groups and a long, multi-section footer were removed) and replacement with a compact breadcrumb navigation and a slim footer containing only essential policy links. A polite live status element was also inserted, and the overall branding at the root changed from \"Apple\" to \"- Apple Support.\""
}NOOP
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://support.apple.com/apple-id",
"tools": [
"NavigateToUrlTool(url='https://support.apple.com/apple-id')"
]
}
],
"changes": "URL changed to https://support.apple.com/apple-account. The user moved from a generic Apple Support page to a specific Apple Account Support section. The RootWebArea name changed to \"Apple Account - Official Apple Support\" and the main content was restructured around Apple Account topics rather than the prior troubleshooting note. Key changes include a new Apple Account introduction with Learn more links, a series of password and account security actions (Forgot password, Reset password, Regain access, Update account details) each with descriptive text and corresponding actions, and additional sections for Apple Communities, getting help, and the Apple Support app. A search area with a labeled input and a disabled Submit button appears, and a comprehensive Apple Directory navigation was added, listing Product Support, Service and Repair, Resources, and Connect links. Some previously referenced content about unrelated issues was removed in favor of this account-centric layout."
}['Forgot your password? — Here’s how to reset your Apple Account password and regain access to your account.', 'Reset your password — Reset your Apple Account password', 'Access a locked account — Learn how to request access if your account is locked, inactive, or disabled.', 'Regain access']
{
"explanation": "**Clarifying clickable elements**\n\nI'm noticing that the tag isn't specified as focusable, meaning it might not be clickable. I should respond by asking the user to confirm which element they want to click. Alternatively, I could just go ahead and click the \"Reset your password\" link, which is positioned beneath that section. I think it's best to ask for clarification to avoid any confusion!",
"performed_steps": [
{
"name": "click on \"Forgot your password?\" link",
"tools": []
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "**Executing password reset**\n\nI need to click on the \"Reset your password\" link. There's an ARIA tree with an element identified as id 160 that has the text \"Reset your password.\" The plan is to find this element either by its text or id. I'll go ahead and instruct the tool to click on the element with id 160 using functions.ClickTool. No need for any parallel actions here, just a straightforward approach to reset the password! Let's proceed with that.",
"performed_steps": [
{
"name": "click on \"Reset your password\" link",
"tools": [
"ClickTool(id='160')"
]
}
],
"changes": "URL changed to https://iforgot.apple.com/. A page-level navigation shift occurred from a broad Apple Support hub to a focused account-recovery flow. The top-level area changes from “Apple Account - Official Apple Support” with a Global navigation to a titled “Recover Your Apple Account - Apple” with a Local navigation, streamlining the path toward password recovery. Key content changes consolidate around the forgot-password flow: a new Forgot Password section appears in the main content with a clear Reset Password action, replacing the prior extensive Help topics and multiple sections. The prior global footer/navigation is simplified or moved to generic placeholders, leaving the page with a minimal footer and essential identity links, while the Global Apple menu is pared down to a concise local navigation (Apple Account, Sign In, FAQ)."
}['Forgot Password?', 'Verify your account information to reset your password.', 'Reset Password']
Driver python-1772659036 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772659036 Token usage statistics: - Total: 82411 tokens (79226 input, 3185 output) - Cached: 16649 tokens (16212 input, 437 output)



Chrome driver started successfully (driver_id: python-1772659195) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://www.apple.com/apple-vision-pro/specs/",
"tools": [
"NavigateToUrlTool(url='https://www.apple.com/apple-vision-pro/specs/')"
]
}
],
"changes": "URL changed to https://www.apple.com/apple-vision-pro/specs/. The page was significantly expanded from an empty root to a full Apple Vision Pro specifications page with global and local navigation. The new structure includes a rich header navigation (Store, Mac, iPad, iPhone, Watch, Vision, AirPods, TV & Home, etc.), a Search button, and a Shopping Bag region, plus a secondary Local navigation for Apple Vision Pro with sub-links like Overview, Tech Specs (enabled), visionOS, and Buy. In the main content, the page adds a detailed heading Apple Vision Pro Technical Specifications and a large, multi-section table-like content area covering Capacity, Display, Chips, Camera, Sensors, Optic ID, Audio/Video, Battery, Connectivity, OS, Input, IPD, Weight, Accessibility, Built-in Apps, In the Box, Electrical and Environmental Requirements, and environmental/disclosure content. There are numerous lists, images, footnotes, and Learn more links, plus a footer region with legal links and country selection. Overall, the UI once blank now presents a fully navigable, content-rich product spec experience with extensive accessibility labeling."
}['26.4–28.2 ounces (750–800 grams)', 'App Store', 'Encounter Dinosaurs', 'Files', 'Freeform', 'Keynote', 'Mail', 'Messages', 'Mindfulness', 'Music', 'Notes', 'Passwords', 'Photos', 'Safari', 'Settings', 'Spatial Gallery', 'Tips', 'TV', 'Widgets', 'Books', 'Calendar', 'Clock', 'Home', 'Maps', 'News', 'Podcasts', 'Reminders', 'Shortcuts', 'Stocks', 'Voice Memos']
Driver python-1772659195 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772659195 Token usage statistics: - Total: 13688 tokens (13015 input, 673 output) - Cached: 0 tokens (0 input, 0 output)


Chrome driver started successfully (driver_id: python-1773938749) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to use the NavigateToUrlTool with the provided URL to confirm navigation. The instructions suggest I should think this through but keep the reasoning minimal in my final response. I'll include a brief statement, such as \"Navigating to URL,\" before making the tool call. It seems straightforward, so I’ll proceed with this single tool call and make sure to provide the necessary confirmation afterward. Let's go ahead!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/?searchtype=all&query=quantum+computing&order=-announced_date_first",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=all&query=quantum+computing&order=-announced_date_first')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=all&query=quantum+computing&order=-announced_date_first. A new search results interface was loaded, replacing the previous minimal shell with a full arXiv search page. The page now presents a prominent header, a skip-to-content link, a user/login area, and a banner with navigation and donation links. Key content changes include a complete search bar and controls: a text field for the search terms, a field selector (All fields, Title, Author, etc.), a results-per-page dropdown, and sort options, plus a Go/Search button and options to show/hide abstracts. The main area now shows a results summary (Showing 1–50 of 54,002 results for all: quantum computing), a per-page and sort UI, pagination, and a large, multi-item results list with titles, authors, abstracts, and action links (pdf/ps/arXiv). A secondary content region with About/Help/Contact/Accessibility and status notifications was also added."
}['On the power of multipartite entanglement for pseudotelepathy — Authors: Gilles Brassard; Xavier Coiteux-Roy; Rémi Ligez — Submitted 18 March, 2026; originally announced March 2026', 'Beyond VQE and QPE: A Noise- and Sampling-Error-Tolerant Quantum Algorithm with Heisenberg-Limited Precision — Authors: Qing-Xing Xie; Zidong Lin; Yun-Long Liu; Yan Zhao — Submitted 18 March, 2026; originally announced March 2026', 'Efficient Quantum Algorithm for Solving Linear Distributed Delay Differential Equations — Authors: Wataru Setoyama; Keisuke Fujii — Submitted 18 March, 2026; originally announced March 2026', 'Non-Fermi-liquid behaviour of electrons coupled to gauge phonons — Authors: Rutvij Gholap; Alexey Ermakov; Alexander Kazantsev; Mohammad Saeed Bahramy; Marco Polini; Alessandro Principi — Submitted 18 March, 2026; originally announced March 2026', 'Toward bootstrapping tensor-network contractions — Authors: Seishiro Ono; Yanbai Zhang; Hoi Chun Po — Submitted 18 March, 2026; originally announced March 2026', 'A Continuous-Variable Quantum Fourier Layer: Applications to Filtering and PDE Solving — Authors: Paolo Marcandelli; Stefano Mariani; Martina Siena; Stefano Markidis — Submitted 18 March, 2026; originally announced March 2026', 'The Convergence Frontier: Integrating Machine Learning and High Performance Quantum Computing for Next-Generation Drug Discovery — Authors: Narjes Ansari; César Feniou; Nicolaï Gouraud; Daniele Loco; Siwar Badreddine; Baptiste Claudon; Félix Aviat; Marharyta Blazhynska; Kevin Gasperich; Guillaume Michel; Diata Traore; Corentin Villot; Thomas Plé; Olivier Adjoua; Louis Lagardère; Jean-Philip Piquemal — Submitted 18 March, 2026; originally announced March 2026', 'Hamiltonian Monte Carlo enhanced by Exact Diagonalization — Authors: Finn L. Temmen; Martina Gisti; David J. Luitz; Thomas Luu; Johann Ostmeyer — Submitted 18 March, 2026; originally announced March 2026', 'Data Obfuscation for Secure Use of Classical Values in Quantum Computation — Authors: Amal Raj; Vivek Balachandran — Submitted 18 March, 2026; originally announced March 2026', 'TENSO: Software Package for Numerically Exact Open Quantum Dynamics Based on Efficient Tree Tensor Network Decomposition of the Hierarchical Equations of Motion — Authors: Juan C. Rodriguez Betancourt; Michelle C. Anderson; Luchang Niu; Xinxian Chen; Ignacio Franco — Submitted 18 March, 2026; originally announced March 2026']
Driver python-1773938749 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1773938749 Token usage statistics: - Total: 22320 tokens (20348 input, 1972 output) - Cached: 0 tokens (0 input, 0 output)



Chrome driver started successfully (driver_id: python-1772266346) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/?searchtype=all&query=quantum+computing&start=0&order=-announced_date_first",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=all&query=quantum+computing&start=0&order=-announced_date_first')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=all&query=quantum+computing&start=0&order=-announced_date_first. Navigated to a full search results interface for the arXiv e-print repository. The old single-root placeholder was replaced with a named root region and a prominent header/banner containing skip link, logo, user menu, and a complete search bar with field selection, helpers, and a Search button. The content area now presents a large, searchable results feed: a heading showing the current query and result counts, a detailed set of search controls (term input, field combobox, sort and per-page options, abstracts toggle), and a multi-page pagination system. The page includes a long, itemized list of results (each with title, authors, abstract snippet, and links like pdf/ps), plus a contentinfo section for secondary navigation and accessibility options."
}['Spherically Symmetric Gravity on a Graph I: Theoretical Foundations — Submitted 26 February, 2026; originally announced February 2026. Abstract: This manuscript is the first in a series of instalments that investigate spherically symmetric solutions within the effective dynamics program of Loop Quantum Gravity. The choice of lattice is adapted such that it remains invariant under a set of symmetry transformations maximally mapping spherical symmetry to the discrete setting. The conditions for symmetr…', 'Efficient evaluation of fundamental sensitivity limits and full counting statistics for continuously monitored Gaussian quantum systems — Submitted 26 February, 2026; originally announced February 2026. Abstract: Generalized master equations (GMEs) -- time-local but generally neither trace-preserving nor Hermiticity-preserving -- are convenient tools to compute properties of the environment of an open or continuously monitored…', 'Strengthening security and noise resistance in one-way quantum key distribution protocols through hypercube-based quantum walks — Submitted 26 February, 2026; originally announced February 2026. Abstract: Quantum Key Distribution (QKD) is a foundational cryptographic protocol that ensures information-theoretic security. However, classical protocols such as BB84, though favored for their simplicity, offer limited resistance to eavesdropping, and perform poorly under realistic noise conditions. Recent research has explored the use of discrete-time…', 'Connecting Quantum Contextuality and Nonlocality — Submitted 26 February, 2026; originally announced February 2026. Abstract: Quantum theory departs from classical physics in its treatment of correlations, most prominently through the phenomena of contextuality and nonlocality. Once regarded primarily as foundational curiosities, these effects are now understood as key operational resources for…', 'Dequantization Barriers for Guided Stoquastic Hamiltonians — Submitted 26 February, 2026; originally announced February 2026. Abstract: …of an exponentially large graph, which cannot be efficiently sampled by any classical algorithm, even when provided with the best-possible warm-start distribution. In the quantum setting, this problem can be viewed as preparing the ground state of a stoquastic Hamiltonian given a guiding state as input, and is known to be efficiently solvable on a…', 'Quantum thermodynamics and semidefinite programming: regularization and algorithms — Submitted 26 February, 2026; originally announced February 2026. Abstract: We investigate variational problems in quantum thermodynamics at positive temperature, in which admissible states are constrained by prescribed outcomes of a finite set of measurements. We solve a problem raised by the recent work \\\\cite[Section C]{MarkWilde} and develop a general mathematical setup which allows a broad class of possible regularizations. Empl…', 'Q-Tag: Watermarking Quantum Circuit Generative Models — Submitted 26 February, 2026; originally announced February 2026. Abstract: Quantum cloud platforms have become the most widely adopted and mainstream approach for accessing…', 'Hyperbolic and Semi-Hyperbolic Floquet Codes for Photonic Quantum Computing — Submitted 26 February, 2026; originally announced February 2026. Abstract: Tailoring error correcting codes to the structure of the physical noise can reduce the overhead of fault-tolerant quantum computation. Hyperbolic Floquet codes use only weight-2 measurements and can be implemented directly on hardware with native pair measurements. We construct hyperbolic and semi-hyperbolic Floquet co…', 'Bottom-charmed meson states in inverse problem of QCD — Submitted 26 February, 2026; originally announced February 2026. Abstract: …direct reconstruction of hadronic spectral densities from first principles without invoking phenomenological continuum parametrizations or quark-hadron duality assumptions. We compute the masses and decay constants of conventional mesons with quantum numbers , , , and . The obtained resu…', 'Geodesic equation in noncommutative space: a field theory perspective — Submitted 26 February, 2026; originally announced February 2026. Abstract: …-theory for crossed products by discrete quantum groups, emphasizing how local-to-global gluing data interacts with quantum-group coefficients. Starting from a -equivariant ideal cover and the associated Mayer–Vietoris six-term exact sequence, we package the resulting -theoretic…']Driver python-1772266346 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772266346 Token usage statistics: - Total: 30439 tokens (28163 input, 2276 output) - Cached: 0 tokens (0 input, 0 output)






Chrome driver started successfully (driver_id: python-1772266416) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/list/cs.CL/recent",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/list/cs.CL/recent')"
]
}
],
"changes": "URL changed to https://arxiv.org/list/cs.CL/recent. The interface was expanded from a minimal root to a full arXiv–style subject page for Computation and Language. The header now includes a skip link, logos, a Donate area, a search bar with a field chooser, and a prominent Search button. The main area was populated with a long, paginated list of recent submissions (headings, per-paper entries with titles, authors, and metadata), plus navigation like 1-50, 51-100, and options to adjust how many results are shown. A new contentinfo section with secondary links (About, Help, Contact, Subscribe, Privacy, Web Accessibility) was added to the page footer area."
}["Scale Can't Overcome Pragmatics: The Impact of Reporting Bias on Vision-Language Reasoning — arXiv:2602.23351", 'A Mixture-of-Experts Model for Multimodal Emotion Recognition in Conversations — arXiv:2602.23300', 'SPARTA: Scalable and Principled Benchmark of Tree-Structured Multi-hop QA over Text and Tables — arXiv:2602.23286', 'Discourse-Aware Dual-Track Streaming Response for Low-Latency Spoken Dialogue Systems — arXiv:2602.23266', 'Why Diffusion Language Models Struggle with Truly Parallel (Non-Autoregressive) Decoding? — arXiv:2602.23225']
{
"explanation": "**Deciding on a click action**\n\nI'm focusing on how to click the paper title \"Scale Can't Overcome Pragmatics: The Impact of Reporting Bias on Vision-Language Reasoning.\" It appears in a Definition with id 2046, which has a generic element id 2048. So, I’ll target the clickable generic element with id 2048. To do this, I’ll use the tool ClickTool with that specific id. Seems straightforward enough; now I’ll proceed with that action!",
"performed_steps": [
{
"name": "Click on the paper title \"Scale Can't Overcome Pragmatics: The Impact of Reporting Bias on Vision-Language Reasoning\"",
"tools": [
"ClickTool(id='2048')"
]
}
],
"changes": "URL did not change. The change indicates that focus has been moved to or set on the main content region. The RootWebArea for “Computation and Language” now includes a focused state. - The only visible change is the addition of focused=\"True\" on the RootWebArea, signaling that this region is currently focused. \n- The banner and skip-to-content link remain, preserving quick access to main content."
}{
"explanation": "",
"performed_steps": [
{
"name": "Click on the link for paper arXiv:2602.23351 to open the abstract page",
"tools": [
"ClickTool(id='184')"
]
}
],
"changes": "URL changed to https://arxiv.org/abs/2602.23351. You opened a specific arXiv paper page, replacing the broad Computation and Language index. The after-state shows the paper title, author list, abstract, and a rich metadata block, whereas the before-state displayed a long list of recent submissions and pagination links. Key changes include a full article header with submitted date, a prominent title and authors, an extended abstract, a dedicated “Additional metadata” table, and a new set of paper-access options (PDF, HTML, TeX) plus bibliographic and bookmarking tools. The top navigation also shifts to arXivLabs sections and quick actions (e.g., endorseers, MathJax controls) rather than the previous generic homepage navigation."
}["Scale Can't Overcome Pragmatics: The Impact of Reporting Bias on Vision-Language Reasoning", 'Amita Kamath', 'Jack Hessel', 'Khyathi Chandu', 'Jena D. Hwang', 'Kai-Wei Chang', 'Ranjay Krishna', '[Submitted on 26 Feb 2026]', 'The lack of reasoning capabilities in Vision-Language Models (VLMs) has remained at the forefront of research discourse. We posit that this behavior stems from a reporting bias in their training data. That is, how people communicate about visual content by default omits tacit information needed to supervise some types of reasoning; e.g., "at the game today!" is a more likely caption than "a photo of 37 people standing behind a field". We investigate the data underlying the popular VLMs OpenCLIP, LLaVA-1.5 and Molmo through the lens of theories from pragmatics, and find that reporting bias results in insufficient representation of four reasoning skills (spatial, temporal, negation, and counting), despite the corpora being of web-scale, and/or synthetically generated. With a set of curated benchmarks, we demonstrate that: (i) VLMs perform poorly on the aforementioned types of reasoning suppressed in the training data by reporting bias; (ii) contrary to popular belief, scaling data size, model size, and to multiple languages does not result in emergence of these skills by default; but, promisingly, (iii) incorporating annotations specifically collected to obtain tacit information is effective. Our findings highlight the need for more intentional training data curation methods, rather than counting on scale for emergence of reasoning capabilities.']
Driver python-1772266416 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772266416 Token usage statistics: - Total: 64518 tokens (61728 input, 2790 output) - Cached: 0 tokens (0 input, 0 output)






Chrome driver started successfully (driver_id: python-1773771988) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to use the NavigateToUrlTool with the specified URL. It's important to keep the explanation minimal since I'll just confirm the action afterward. I’ll ensure to provide the right JSON format while using only the one tool. After successfully navigating, my final response will let the user know that I've navigated. I’m looking forward to executing this tool call!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/?searchtype=all&query=algebraic+topology&start=0&order=-announced_date_first",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=all&query=algebraic+topology&start=0&order=-announced_date_first')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=all&query=algebraic+topology&start=0&order=-announced_date_first. The UI now shows a full search results page for arXiv rather than a minimal placeholder. A prominent header area (banner) introduces the repository, with skip-to-content, branding logos, support/donate links, and a user login control. The main content area adds a live results interface: a heading with the current result range, a search box with field selectors (including an all-fields option and Advanced Search), per-page and sort controls, and a paginated list of 50 results. Each result item displays the arXiv identifier, title, authors, abstract excerpt with a “▽ More” expansion, and links to pdf/ps/other, plus a consistent pagination bar and a secondary footer navigation."
}['title: Persistence Spheres: a Bi-continuous Linear Representation of Measures for Partial Optimal Transport', 'authors: Matteo Pegoraro', 'abstract: …- More text is truncated in the source, but the Abstract field reads: “Abstract:<generic id=“234”>…. Moreover, to the best of our knowledge, persistence spheres are the first explicit representation used in topological machine learning for which continuity of the inverse on the image is established at every compactly supported target. Recent bounded-cardinality bi-Lipschitz embedding results in partial transport spaces, despite being powerful, are not giv…”']
{
"explanation": "**Clarifying link access**\n\nI'm trying to figure out how to access the paper. The instructions say to click on the title in the first search result, but the title is in paragraph 275 and might not be a direct link. Typically, arXiv links wrap the title, but here, it seems to be separate from the identifier link. Should I try clicking on the element with id 275, or is the actual title text within a link? There's another link around the arXiv identifier. It's a bit confusing! **Using the ClickTool**\n\nThe instruction says to click on the title of the first search result, which is \"Persistence Spheres: a Bi-continuous Linear Representation of Measures for Partial Optimal Transport\" found in paragraph id 275. I’m planning to focus and click on that specific element using the ClickTool, as it seems to expect an element id. I’ll go ahead and use the tool to click on the element with id 275 and then provide the response.",
"performed_steps": [
{
"name": "Click on the first search result title to open the paper page",
"tools": [
"ClickTool(id='275')"
]
}
],
"changes": "URL did not change. A focus state was set on the main search page when it loaded. The root region now includes focused=\"True\" in addition to focusable, indicating that the page has keyboard focus. Other content remains the same (banner, skip link), so the change is solely a focus assignment on the RootWebArea."
}{
"explanation": "**Clicking for more info**\n\nI need to click \"▽ More\" for the first search result. The ARIA tree shows that the first result is a list item with id \"235\" which has an abstract. Within that item, there's the \"▽ More\" link with id \"302\". So, I should click on the \"▽ More\" link in order to access more details. I’ll make sure to call the tool on element id \"302\" and provide the reasoning first. Let's go ahead!",
"performed_steps": [
{
"name": "Click the \"▽ More\" link on the first search result to expand its abstract",
"tools": [
"ClickTool(id='302')"
]
}
],
"changes": "URL did not change. The abstract section was expanded to replace a short teaser with a long, detailed description of persistence spheres, including references to improvements and applications. This expansion also introduces a large block of image placeholders and nested generic elements that appear to represent a gallery or illustrative figures alongside the abstract text. At the end of the abstract, the inline link changed from “▽ More” to “△ Less,” indicating a toggle to collapse/expand the expanded content. Overall, the content shift adds substantial descriptive content and a visual gallery, with a toggle control now labeled to collapse the extra content."
}['Persistence Spheres: a Bi-continuous Linear Representation of Measures for Partial Optimal Transport', 'Matteo Pegoraro', 'We improve and extend persistence spheres, introduced in~\\cite{pegoraro2025persistence}. Persistence spheres map an integrable measure on the upper half-plane, including persistence diagrams (PDs) as counting measures, to a function , and the map is stable with respect to 1-Wasserstein partial transport distance . Moreover, to the best of our knowledge, persistence spheres are the first explicit representation used in topological machine learning for which continuity of the inverse on the image is established at every compactly supported target. Recent bounded-cardinality bi-Lipschitz embedding results in partial transport spaces, despite being powerful, are not given by the kind of explicit summary map considered here. Our construction is rooted in convex geometry: for positive measures, the defining ReLU integral is the support function of the lift zonoid. Building on~\\cite{pegoraro2025persistence}, we refine the definition to better match the deletion mechanism, encoding partial transport via a signed diagonal augmentation. In particular, for integrable , the uniform norm between and depends only on the persistence of , without any need of ad-hoc re-weightings, reflecting optimal transport to the diagonal at persistence cost. This yields a parameter-free representation at the level of measures (up to numerical discretization), while accommodating future extensions where is a smoothed measure derived from PDs (e.g., persistence intensity functions~\\citep{wu2024estimation}). Across clustering, regression, and classification tasks involving functional data, time series, graphs, meshes, and point clouds, the updated persistence spheres are competitive and often improve upon persistence images, persistence landscapes, persistence splines, and sliced Wasserstein kernel baselines.']Driver python-1773771988 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1773771988 Token usage statistics: - Total: 140815 tokens (137712 input, 3103 output) - Cached: 0 tokens (0 input, 0 output)



Chrome driver started successfully (driver_id: python-1772266676) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. I’ll provide the URL and then confirm that it has loaded successfully. There's no need to run anything in parallel for this task, so I’ll focus on making that one call. Once it's done, I'll respond with a brief confirmation to let the user know everything is set.",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/list/astro-ph.GA/recent",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/list/astro-ph.GA/recent')"
]
}
],
"changes": "URL changed to https://arxiv.org/list/astro-ph.GA/recent. A navigation to the Astrophysics of Galaxies page was performed, replacing a minimal root region with a full header and main content. The UI now presents a banner area with a skip-to-content link, branding/logo links, and a prominent search form including a field chooser and a Search button, plus quick navigation labels like Help and Advanced Search. The main content was expanded into a large, scrollable list of recent submissions with dated entries, each item showing a title, authors, and metadata; the page also includes several descriptive sections (descriptions, per-entry links, and a multi-page pagination control). Additionally, a secondary content info area with About, Help, Contact, Subscribe, and Accessibility links was added to the footer region."
}['Fri, 27 Feb 2026', 25]
Driver python-1772266676 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772266676 Token usage statistics: - Total: 27016 tokens (25260 input, 1756 output) - Cached: 0 tokens (0 input, 0 output)




























Chrome driver started successfully (driver_id: python-1772266728) Model: azure_openai/gpt-5-nano
{
"explanation": "**Planning search navigation**\n\nI’m thinking about how to navigate to a specific URL and perform a search for “quantum computing” under the Quantum Physics category. First, I'll use the NavigateToUrlTool to open the correct page. Then I might need to type into the search input and select the category, but I’ve realized we need IDs that aren’t provided. I could try a generic approach, like using ExecuteJavascript to set the values, but I need those IDs to proceed correctly. **Exploring search methods**\n\nI'm considering how to perform a search on arXiv by typing into the search box, which I think has the ID \"query,\" and there’s also a category selection with the ID \"primary_subjects.\" I could use ExecuteJavascriptTool, but that feels a bit risky. Alternatively, I can navigate to a URL with pre-filled query parameters for “quantum computing” and the category filter, like \"quant-ph.\" It seems that focusing on the search box and using TypeTool is the way to go, but I need the correct element IDs. **Navigating arXiv search**\n\nI’m pondering how to type into the search field for arXiv. Using ID 1 isn’t suitable since that's the root. Instead, I might go with multi_tool_use.parallel to navigate only. First, I’ll attempt to use the NavigateToUrlTool with the URL for arXiv. From there, I could execute JavaScript to set the query parameter by crafting a URL that includes “quantum computing” and the category “quant-ph.” I want to finalize the plan by navigating to the URL, typing into the search box, and using ExecuteJavascriptTool for submission. **Planning to submit search**\n\nI’m thinking about using a generic JavaScript command like `document.querySelector` to set the query to “quantum computing” and the category to “quant-ph,” then submit the form. While this approach might not work, I can at least try. My plan involves two steps: first, navigate to the URL, and then use ExecuteJavascript to set the query and category before submitting the form. I might combine these actions into a single ExecuteJavascript call, so let's go ahead and proceed with that!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/ and search for \"quantum computing\" in the Quantum Physics category",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/. - The interface transitioned from a generic root to a full Search page for arXiv, introducing a complete header, search controls, and main content. The header now includes a skip-to-content link, logos, donation/institution links, and a user menu, plus a prominent Search button in the toolbar. - The main area gains a structured search experience: a search term textbox, a field selector with a long list of options, a toggle for showing abstracts, an Advanced Search link, and labeled guidance sections. There are also multiple content sections detailing search tips, subcategory guidance, and example items, plus an article-like results area and a secondary navigation footer with common links."
}{
"explanation": "**Following search steps**\n\nI need to perform some steps for searching \"quantum computing.\" First, I’ll type that into the search box and select \"Quantum Physics (quant-ph)\" from the category filter before submitting the search. The ARIA tree shows an input field in the banner at id 38, and there’s a combobox for options. I'll use the main search field with id 102 and select \"Quantum Physics (quant-ph)\" from the dropdown. It seems like the dropdown may not explicitly list categories, so I'll have to verify that. **Considering search options**\n\nI’m exploring how to search for \"quantum computing.\" Alternatively, I could use the \"Field to search\" combobox in the header, but it doesn’t have the \"Quantum Physics (quant-ph)\" option. The category dropdown might not be explicit, and I guess I need to select a subcategory. The options don’t list categories, but I can type \"quantum computing\" into the main search textbox with id 102. I’ll make sure to choose \"Full text\" if that's available, but it feels a bit tricky! **Planning the search process**\n\nI’m ready to proceed with the search. First, I'll type \"quantum computing\" into the search field with id 102. The instructions mention a subcategory option, but I can't see the actual name. I could just hit the Search button (id 127) after that. It seems I need to switch the combobox to \"Full text,\" but I might also consider using \"Advanced Search\" if available. Still, the safest bet is to choose \"All fields\" for now. Let’s execute that and see what happens! **Simplifying the search steps**\n\nI'm trying to figure out how to set the value in combobox 108, but it seems there's no straightforward way. I can't use the TypeTool appropriately here. Instead, I should just type \"quantum computing\" into the main search field with id 102. Pressing arrow down and Enter isn't feasible for category selection either. It’s tough to determine the proper category. So, I’ll keep it simple: type into field 102, click the Search button 127, and continue without a specific category filter since it's unclear. **Executing the search**\n\nThe user asked me to select Quantum Physics, which I need to acknowledge. I’ll proceed by typing \"quantum computing\" into field 102 using the TypeTool, then I’ll click the Search button with id 127. There’s also the option to submit via button 71, but I think I'll stick with 127 for simplicity. I won't parallel the actions since it's not necessary. So, the plan is straightforward: type into 102, then click 127 to search. Let's move forward!",
"performed_steps": [
{
"name": "Type \"quantum computing\" in the search box, then select \"Quantum Physics (quant-ph)\" from the category dropdown or filter, and submit the search",
"tools": [
"TypeTool(id='102', text='quantum computing')"
]
}
],
"changes": "URL did not change. The user interface now places focus on the search area as soon as it loads. Specifically, the root search area is marked focused, and the search term input also gains focus. In addition, the search textbox now shows a prefilled value, with an inner element containing the text \"quantum computing,\" indicating a default or remembered search term. The textbox is now explicitly marked as focused, aligning with the overall focus state of the page."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to the URL provided by the user. I’ll use the designated tool for this, specifically calling the NavigateToUrlTool with the URL. There's no need for multiple tools here, so I'll focus on single-tasking. Once I successfully navigate, I'll respond with an acknowledgment to let the user know it worked. Alright, let’s go ahead and perform that action!",
"performed_steps": [
{
"name": "Navigate to URL: https://arxiv.org/search/?searchtype=all&query=quantum+computing&start=0&order=-announced_date_first&primary_subject_area=quant-ph",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=all&query=quantum+computing&start=0&order=-announced_date_first&primary_subject_area=quant-ph')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=all&query=quantum+computing&start=0&order=-announced_date_first&primary_subject_area=quant-ph. The page evolved from a plain search results view into a more feature-rich results list with explicit controls. The header now shows a precise summary line (Showing 1–50 of 53,518 results for all: quantum computing) and the interface adds interactive controls for result paging and sorting. Key content and controls introduced or updated: a results-per-page combobox (with 50 selected), a sort-by combobox (e.g., by Announcement date), and a Go button to apply changes; a new pagination navigation with Next and numbered page links; the main results area now contains a long list of individual result items, replacing the previous simpler structure. Several helper sections (like Searching by subcategory and Tips) were removed, and the pagination appears both near the top of the results and at the bottom."
}53,518
{
"explanation": "**Navigating to URL**\n\nI need to navigate to the provided URL, so I’ll use the NavigateToUrlTool for that. After I reach the URL, I’ll confirm the action. There’s no need to use any parallel tools here; it seems straightforward to just call the function. Keeping it simple should ensure everything flows smoothly. I’m looking forward to confirming once I’ve done that!",
"performed_steps": [
{
"name": "Navigate to URL: https://arxiv.org/search/?searchtype=all&query=quantum+computing&start=0&primary_subject_area=quant-ph&submitted_date_start=&submitted_date_end=&order=-announced_date_first",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=all&query=quantum+computing&start=0&primary_subject_area=quant-ph&submitted_date_start=&submitted_date_end=&order=-announced_date_first')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=all&query=quantum+computing&start=0&primary_subject_area=quant-ph&submitted_date_start=&submitted_date_end=&order=-announced_date_first. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}Showing 1–50 of 53,518 results for all: quantum computing
{
"explanation": "**Navigating to URL**\n\nI need to use the NavigateToUrlTool to reach the specified URL. Once there, I'll respond to confirm that the page has loaded successfully. It seems straightforward, but it’s always good to double-check everything to ensure it goes smoothly. I want to make sure the user feels confident that I'm handling this correctly. So, let’s proceed with that tool call and see what happens when we successfully navigate!",
"performed_steps": [
{
"name": "Navigate to URL: https://arxiv.org/search/?query=quantum+computing&searchtype=all&start=0&order=-announced_date_first&categories%5B%5D=quant-ph",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?query=quantum+computing&searchtype=all&start=0&order=-announced_date_first&categories%5B%5D=quant-ph')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?query=quantum+computing&searchtype=all&start=0&order=-announced_date_first&categories%5B%5D=quant-ph. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}['Showing 1–50 of 53,518 results for all: quantum computing', 'All fields', 'quant-ph']
{
"explanation": "**Navigating to a URL**\n\nI need to navigate to the given URL using the NavigateToUrlTool. I'll make sure to respond with nothing else afterward, just a brief acknowledgment. Since we don’t need to perform any parallel actions, it’s straightforward: I’ll call the NavigateToUrlTool with the specified URL. Once I do that, I'll keep things simple and confirm the action in my final response. Alright, let's get started!",
"performed_steps": [
{
"name": "Navigate to URL: https://arxiv.org/search/?query=quantum+computing&searchtype=all&start=0&order=-announced_date_first",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?query=quantum+computing&searchtype=all&start=0&order=-announced_date_first')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?query=quantum+computing&searchtype=all&start=0&order=-announced_date_first. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}Showing 1–50 of 53,518 results for all: quantum computing
['All fields', 'Showing 1–50 of 53,518 results for all: quantum computing']
{
"explanation": "**Navigating to URL**\n\nI need to navigate to the specified URL. To do this, I'll utilize the NavigateToUrlTool with the provided link. After the navigation, I'll confirm that it was completed successfully. There's no need for a parallel approach here, so I'll just focus on that one tool call. This will all be straightforward, simply performing the action and then giving a brief response to let the user know it worked.",
"performed_steps": [
{
"name": "Navigate to URL: https://arxiv.org/search/advanced?advanced=1&query-0_field=all&query-0_value=quantum+computing&primary_subject_area=quant-ph&start=0",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/advanced?advanced=1&query-0_field=all&query-0_value=quantum+computing&primary_subject_area=quant-ph&start=0')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced?advanced=1&query-0_field=all&query-0_value=quantum+computing&primary_subject_area=quant-ph&start=0. The interface switched from an “Advanced Search” view to a simpler search setup, with the page title updated to Advanced Search and then a toggle to Simple Search visible. The main form was largely rebuilt: the previous multi-field, first-class search controls (term input, field selector, date range, and sort/pagination controls) were removed and replaced with a streamlined prompt plus a prominent error message area, plus a new grouped term builder and several assistant sections. Key content changes include new guidance sections: “Searching by Author Name” and “Searching by subcategory,” plus a Tips area that explains wildcards, phrases, and date/journal-reference rules. The old results-per-page label remains, but critical navigational elements like the detailed results grid, sort controls, and pagination have been replaced with explanatory lists and helper bullets, plus additional search-related explanations (e.g., expressions, phrases, dates, and journal references)."
}{
"explanation": "**Organizing search steps**\n\nI need to follow a few steps: first, I’ll fill in the search term \"quantum computing\" and choose \"Quantum Physics\" or \"quant-ph\" as the category. I see the search term textbox has an ID of 125 in the Advanced Search. There's this combobox with ID 136 for the field to search, and it looks like \"Title\" is selected by default. Then, I'll select \"quant-ph\" from the Subtopic options in the physics combobox, ID 213. It’s important to stick to the requirement for the category! **Clarifying search procedure**\n\nI need to set the Subtopic within to \"quant-ph\" and ensure the Physics checkbox, ID 203, is checked. It looks like many options are unchecked there. I’ll type \"quantum computing\" into the textbox with ID 125 and select \"quant-ph\" from the Subtopic options, ID 228. Then I need to click the Search button. There are several, including one at ID 71 and another at ID 162, but I’ll go for the top Search button since it’s likely the main one! **Finalizing search selection**\n\nIt seems that using the top Search button at ID 71 would trigger a search across all fields, which might be simpler. Still, the bottom Search button, ID 401, could better integrate category selection. I need to ensure that before I hit \"Search,\" I select \"quant-ph\" from the Subtopic options in the physics combobox with ID 213. The default setting is \"All fields,\" from ID 52, so I should double-check that choice as well. **Executing search steps**\n\nI’m ready to perform the search using the tool. First, I'll type \"quantum computing\" into the textbox with ID 125. Then, I’ll open the Subtopic combobox, ID 213, and select the option for quant-ph (ID 228). I’m deciding between clicking the Search button at ID 71 or 401, and I think I’ll go with 71. To select the option, I’ll click on the combobox first to open it, and then I’ll select the option with ID 228. **Conducting search execution**\n\nNow, I’ll click the Search button at ID 71 to start the search. I think it’s best to perform these actions as individual sequential calls instead of trying to do everything in parallel. So, I plan to use the TypeTool first for any text inputs, and then I’ll proceed to click the appropriate IDs. I feel confident moving forward with this approach to ensure everything goes smoothly!",
"performed_steps": [
{
"name": "Fill in \"quantum computing\" in the search term field, select \"Quantum Physics\" or \"quant-ph\" as the category/subject area, then click the Search button",
"tools": [
"TypeTool(id='125', text='quantum computing')"
]
}
],
"changes": "URL did not change. The user has landed on the Advanced Search area and the interface now marks that region as focused. In the search term field, the text box is now prefilled with the value “quantum computing” and is itself indicated as focused. Overall, the page retains the same area but gains an explicit focus state on the main search region, and the search term input shows a default value being ready for immediate editing. The rest of the search form content remains the same."
}{
"explanation": "**Selecting quant-ph option**\n\nI need to choose the quant-ph option in the Physics subtopic. First, I'll identify the element IDs from the ARIA tree. There's a group with id 208, and the combobox for Subtopic is id 215. The quant-ph option has an id of 230, which I want to select. It's important that the Quantum Physics category is also selected, and the Physics checkbox (id 205) is already checked. I plan to use ClickTool to select the quant-ph option by clicking on id 230. **Executing clicks in sequence**\n\nI need to carry out two steps: first, I'll click the combobox with id 215 to open it, and then click the option with id 230. I'm considering which tool to use for clicking arbitrary elements, and ClickTool seems suitable. I initially thought about using multi_tool_use.parallel, but it’s not necessary here. So, I'll execute the first ClickTool on id 215 to open it, followed by another ClickTool on id 230 to select the option.",
"performed_steps": [
{
"name": "Select \"quant-ph\" option in the Physics subtopic or subject area selector, making sure the Quantum Physics category is selected",
"tools": [
"ClickTool(id='215')"
]
}
],
"changes": "URL did not change. A form interaction state changed, with initial focus and selections updated on a search/filters panel. The Search term textbox is no longer pre-focused, so it won’t receive focus automatically. Additionally, the Physics checkbox became checked by default, and the Subtopic within physics combobox now has focus and an active-descendant indicator added to its popup, signaling an active selection context. The first option in that popup remains selected."
}Error: Message: element not interactable: [object HTMLOptionElement] has no size and location (Session info: chrome=145.0.7632.117); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x0000000100d196b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x0000000100d11a50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x00000001007ee56c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 75432 3 chromedriver 0x00000001007f47ac _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 100584 4 chromedriver 0x00000001007f6a2c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 109416 5 chromedriver 0x00000001007f6ae4 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 109600 6 chromedriver 0x000000010083cc84 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 396736 7 chromedriver 0x000000010083c358 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 394388 8 chromedriver 0x000000010087e130 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 664172 9 chromedriver 0x0000000100876620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 10 chromedriver 0x000000010082bb9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 11 chromedriver 0x0000000100cd8680 cxxbridge1$str$ptr + 2861308 12 chromedriver 0x0000000100cdbdd4 cxxbridge1$str$ptr + 2875472 13 chromedriver 0x0000000100cbda7c cxxbridge1$str$ptr + 2751736 14 chromedriver 0x0000000100cdc658 cxxbridge1$str$ptr + 2877652 15 chromedriver 0x0000000100cadffc cxxbridge1$str$ptr + 2687608 16 chromedriver 0x0000000100d00d78 cxxbridge1$str$ptr + 3026932 17 chromedriver 0x0000000100d00ef4 cxxbridge1$str$ptr + 3027312 18 chromedriver 0x0000000100d116a8 cxxbridge1$str$ptr + 3094820 19 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 20 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "**Implementing JavaScript selection**\n\nI need to use JavaScript to select \"quant-ph\" from the physics subtopic combobox, then click the Search button. I'll locate the combobox with id 215, which has an option for quant-ph with id 230. Since it's a custom combobox, I can set the value easily with `document.getElementById('215').value`. Alternatively, I might need to ensure the selected attribute is set properly for ARIA compliance. I can execute this with the ExecuteJavascriptTool to run the necessary code. **Navigating options for selection**\n\nI’m analyzing the options in the physics subtopic, which include various categories like astro-ph, quant-ph, and more. Notably, quant-ph is the 14th option. To set it, I could either directly set the value to \"quant-ph\" or trigger a click on that option within the popup. The steps involve clicking to open the combobox, selecting option 230 from the MenuListPopup (id 216), and then clicking the appropriate Search button, either id 71 or 164, as there are two present. **Clarifying search button selection**\n\nThe user's instructions indicate I should click the Search button associated with the physics subtopic. There are two Search buttons: one with id 164 related to the generic search and another with id 403 that appears to run the search with selected terms. Since the task involves selecting the subtopic first, I'll prioritize clicking button id 403 afterward. For implementation, I can simulate the clicks using JavaScript, targeting the necessary elements in the MenuListPopup. **Executing selection clicks**\n\nTo select the quant-ph option, I’ll execute `document.getElementById('230').click();` followed by `document.getElementById('403').click();` to trigger the necessary clicks. I’ll utilize the ExecuteJavascriptTool for this, which will streamline the process with a single tool call. This should execute both actions in sequence effectively. Alright, I’m ready to proceed with that plan!",
"performed_steps": [
{
"name": "Use JavaScript to select \"quant-ph\" in the physics subtopic select element, then click the Search button",
"tools": [
"ExecuteJavascriptTool(script='(function(){\n var subtopicCombo = document.getElementById('215');\n if(subtopicCombo){\n // Open the popup if needed\n subtopicCombo.click();\n // Try to select quant-ph option\n var opt = document.getElementById('230');\n if(opt){\n opt.click();\n } else {\n // fallback: find by name\n var opts = (document.getElementById('216')||document.querySelector('[id=\"216\"]'));\n if(opts){\n var inv = opts.querySelector('[id=\"230\"]');\n if(inv) inv.click();\n }\n }\n }\n // Click the main Search button for advanced search results\n var searchBtn = document.getElementById('403');\n if(searchBtn){ searchBtn.click(); }\n})();')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}Error: 1 validation error for PressKeyTool
key
Input should be 'Backspace', 'Enter', 'Escape' or 'Tab' [type=enum, input_value='ArrowDown', input_type=str]
For further information visit https://errors.pydantic.dev/2.12/v/enum{
"explanation": "**Executing JavaScript for search**\n\nI need to run JavaScript to select \"quant-ph\" in a subtopic dropdown. There’s an ARIA tree with a combobox for \"Subtopic within\" (id 215) containing options like \"quant-ph\" (id 230). I should set its value to 'quant-ph' and submit the advanced search form. There are two search buttons present: one at the top (id 71) and one at the bottom (id 403). I'll execute the JavaScript using `ExecuteJavascriptTool` to set the selected option properly. **Setting subtopic value in search**\n\nI need to find the select element for \"Subtopic within physics,\" which is a combobox with id 215. It has options from ids 217 to 230, and I want to set it to 'quant-ph' by accessing the option with id 230. My plan is to set the combobox's value directly. I can use: \n\n```javascript\nvar combo = document.getElementById('215');\nvar opt = document.getElementById('230');\nif (combo && opt) { combo.value = 'quant-ph'; opt.selected = true; }\n```\n\nNext, I’ll click the \"Search\" button, which has id 403. I’ll use `ExecuteJavascriptTool` to run the snippet.",
"performed_steps": [
{
"name": "Execute JavaScript to select quant-ph in the subtopic select box: find the select element for physics subtopic, set its value to 'quant-ph', then submit the advanced search form",
"tools": [
"ExecuteJavascriptTool(script='(function(){\n try {\n var combo = document.getElementById('215');\n var opt = document.getElementById('230');\n if (combo && opt){\n // Set the combobox value to quant-ph\n combo.value = 'quant-ph';\n // Mark the option as selected if applicable\n if (typeof opt.selected !== 'undefined') opt.selected = true;\n }\n // Submit the advanced search form by clicking the bottom Search button if present\n var submitBtn = document.getElementById('403');\n if (submitBtn){ submitBtn.click(); return 'submitted'; }\n // Fallback: try top search button\n var topBtn = document.getElementById('71');\n if (topBtn){ topBtn.click(); return 'submitted'; }\n return 'no-button';\n } catch (e){ return 'error: '+e.message; }\n})();')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "I need to navigate to the given URL using the appropriate tool. So, I'll use the NavigateToUrlTool with that URL. Once I do that, I’ll consider the task complete. I want to keep my reasoning simple and straightforward. After the tool call, I’ll provide the response. It seems like a clear plan, so I’ll just stick to that and ensure I execute it properly. Let’s get it done!",
"performed_steps": [
{
"name": "Navigate to URL: https://arxiv.org/search/advanced?advanced=&query-0_field=all&query-0_value=quantum+computing&primary_subject_area=quant-ph&start=0",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/advanced?advanced=&query-0_field=all&query-0_value=quantum+computing&primary_subject_area=quant-ph&start=0')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced?advanced=&query-0_field=all&query-0_value=quantum+computing&primary_subject_area=quant-ph&start=0. The interface moved from an initial focused Advanced Search to the same area without a pre-focused state. The overall search form remains, but the initial focus indicator on the page header was removed. Key form inputs were updated: the search term field was cleared (the placeholder now shows an empty, self-closing textbox). The Physics checkbox was unchecked, and the Subtopic within physics control was rewritten from a pre-focused combo into a proper MenuListPopup with explicit options, where “all” is now selected and others are not."
}{
"explanation": "**Navigating to URL**\n\nI'm getting ready to navigate to a URL. I plan to use the Navigation Tool with the provided URL, and once that's done, I'll respond to confirm the action. It seems simple: just call the tool and give it the URL. After that, I'll wait for the load and then send the final confirmation message. No extra steps needed beyond that!",
"performed_steps": [
{
"name": "Navigate to URL: https://arxiv.org/search/?query=quantum+computing&searchtype=all&start=0",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?query=quantum+computing&searchtype=all&start=0')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?query=quantum+computing&searchtype=all&start=0. The user interface was updated from an \"Advanced Search\" form to a standard search results view. The page now shows a header that indicates the current results set ( Showing 1–50 of 53,518 results for all: quantum computing ) instead of the previous Advanced Search title, signaling a shift from input-only to results-focused. Content changes center on a major simplification of the search controls: the complex group of term fields, subject classifications, date filters, and multiple \"Add term\" actions were replaced with a single labeled input (Search term or terms) prefilled with quantum computing, plus a compact per-page and sort area and a Go button. The interface introduces a pagination navigation and a first-page listing of results (50 items) with brief metadata, replacing the old multi-section results and help/tips content. Overall, the UI moved from an extensive search-builder experience to a streamlined results-browsing layout."
}['Showing 1–50 of 53,518 results for all: quantum computing', 'YES']
NOOP
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to URL: https://arxiv.org/search/?query=quantum+computing&searchtype=all&start=0&categories%5B%5D=quant-ph",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?query=quantum+computing&searchtype=all&start=0&categories%5B%5D=quant-ph')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?query=quantum+computing&searchtype=all&start=0&categories%5B%5D=quant-ph. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}Showing 1–50 of 53,518 results for all: quantum computing
Check failed! The ARIA tree shows category labels like quant-ph within individual results, but there is no UI element described as a 'quant-ph' category filter chip or tag indicating that the results are filtered specifically to Quantum Physics. The result items include multiple categories and the filter UI shown is for field selection, not a quantum-physics filter chip.
{
"explanation": "**Navigating to URL**\n\nI need to get to a specific URL, and to do that, I’ll use the NavigateToUrlTool. It’s a straightforward action, so I’ll keep my reasoning minimal. Let’s proceed with the tool call using functions.NavigateToUrlTool and the appropriate URL. Simple and to the point!",
"performed_steps": [
{
"name": "Navigate to URL: https://export.arxiv.org/api/query?search_query=all:quantum+computing+AND+cat:quant-ph&start=0&max_results=1",
"tools": [
"NavigateToUrlTool(url='https://export.arxiv.org/api/query?search_query=all:quantum+computing+AND+cat:quant-ph&start=0&max_results=1')"
]
}
],
"changes": "URL changed to https://export.arxiv.org/api/query?search_query=all:quantum+computing+AND+cat:quant-ph&start=0&max_results=1. The interface effectively switched from a full arXiv search results UI to a compact feed/XML representation. The former large UI chrome (banners, search controls, pagination, and a long list of results) is replaced by a single RootWebArea containing an Atom/RSS-like feed snippet. Key changes focus on content visibility: instead of showing 50+ paper entries with metadata and links, the after diff presents a minimal XML feed with one example entry (Tierkreis) and its associated metadata (title, authors, links, summary, categories, published date, DOI). The interactive controls and structured result list are removed in favor of a machine-readable feed structure."
}456884
{
"explanation": "**Navigating URL**\n\nI need to navigate to a specific URL, and it looks like I should use the NavigateToUrlTool for that. I don’t think I need to do anything in parallel; it should just be a straightforward navigation. After performing the action, I might confirm that I've successfully navigated to the URL. Alright, let’s go ahead and do this!",
"performed_steps": [
{
"name": "Navigate to URL: https://export.arxiv.org/api/query?search_query=all:quantum+computing&start=0&max_results=1",
"tools": [
"NavigateToUrlTool(url='https://export.arxiv.org/api/query?search_query=all:quantum+computing&start=0&max_results=1')"
]
}
],
"changes": "URL changed to https://export.arxiv.org/api/query?search_query=all:quantum+computing&start=0&max_results=1. The feed content has been refreshed with a different API response. The header metadata (id, title, updated timestamp, and link) now reflect a new query result set. Most notably, the total number of results reported increased from 456,884 to 835,703, and the per-entry identifiers have changed, indicating a different subset of results is being returned. The initial entry id remains present, but overall the header data and counts have been updated."
}835703
Driver python-1772266728 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772266728 Token usage statistics: - Total: 537152 tokens (523340 input, 13812 output) - Cached: 45667 tokens (42944 input, 2723 output)






















Chrome driver started successfully (driver_id: python-1772301095) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating for a search**\n\nI’m considering how to use the ExecuteJavascriptTool to search by URL parameters, like navigating to arxiv.org directly with a query for a specific title. The plan is to first navigate to the base site and then to the search URL, which should meet the requirements. Since using multi_tool_use.parallel feels unnecessary in this case, I think I’ll follow through with two sequential tool calls. So, let’s proceed with this approach!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/ and search for \"On the Sentence Embeddings from Pre-trained Language Models\"",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/')"
]
}
],
"changes": "URL changed to https://arxiv.org/. The interface was expanded from a minimal root area to a full arXiv.org home page layout with a prominent header and navigation. The banner now includes a skip-to-content link, logo, login, search bar with a field chooser, and quick actions like Help and Advanced Search, plus a Donate link. The main region was populated with descriptive text, multi-section subject hierarchies (Physics, Mathematics, CS, etc.), and About arXiv links, followed by a secondary contentinfo area that adds About/Help/Contact/Subscribe/Copyright/Accessibility options. Overall, the page introduces a complete, interactive starting point with searchable categories and accessible navigation."
}{
"explanation": "**Executing search for embeddings**\n\nI need to search for \"On the Sentence Embeddings from Pre-trained Language Models.\" First, I should identify the search textbox, which has the ID \"32\" and a placeholder indicating it's for search terms. \n\nThen I can type the search text into that element and either press Enter or click the search button, which is ID \"60.\" I'll be using the TypeTool to enter the text and the PressKeyTool to hit Enter. This looks straightforward! **Executing actions sequentially**\n\nI need to perform two actions, but I'll keep them sequential instead of parallel. First, I'll use the TypeTool to input the required text. After that, I’ll follow up with the PressKeyTool to press the Enter key. Keeping it simple in this order seems like a smart move! I want to ensure everything goes smoothly, and doing one step at a time should help avoid any confusion. Alright, let's get to it!",
"performed_steps": [
{
"name": "Search for \"On the Sentence Embeddings from Pre-trained Language Models\" in the search bar",
"tools": [
"TypeTool(id='32', text='On the Sentence Embeddings from Pre-trained Language Models')"
]
}
],
"changes": "URL did not change. The page now marks the search term input as focused and renders additional content inside it. The search box is prepopulated with the text “On the Sentence Embeddings from Pre-trained Language Models,” making that phrase directly visible in the input. Across many subject lists, plain line breaks were replaced with a line break element that contains an inline text box, effectively making newline rendering explicit and interactive. This change appears consistently in each subject section and in the arXiv operational status area, where the break is now accompanied by an inline textbox for the newline character."
}{
"explanation": "**Executing search action**\n\nI need to perform an action, which is either clicking the search button or pressing Enter to submit the search. I see there are two \"Search\" buttons: one with id 70 in the header and another with id 105 in the subject area. Since the goal is to submit the search, I think I'll choose the top Search button with id 70. So, I’ll proceed by clicking element id 70 using the ClickTool function. Let's go ahead with that!",
"performed_steps": [
{
"name": "Click the search button or press Enter to submit the search",
"tools": [
"ClickTool(id='70')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?query=On+the+Sentence+Embeddings+from+Pre-trained+Language+Models&searchtype=all&source=header. You navigated from a generic arXiv home/intro to a dedicated search results page for a specific query. The after-state adds a prominent banner with a Skip to main content link, a header with a search-focused title, a logo, and a user/login area, signaling a shift from a static homepage to an interactive search experience. Key content changes include a full search interface: a search term box, field selection, an expanded “Field to search” dropdown, a per-page and sort controls, an explicit Go button, and an Advanced Search link. The main area now presents a heading showing the result count, a per-page selector set to 50, pagination controls, and a long list of result items (title, authors, abstract snippet, and metadata), replacing the previous broad category navigation with concrete, browsable results."
}{
"explanation": "**Navigating paper titles**\n\nI’m trying to figure out which paper title to select, but I’m not seeing an exact match in the list items. There’s one that might be close: item 33 which says \"Extracting Sentence Embeddings from Pretrained Transformer Models.\" Still, it doesn't match exactly with the one I'm supposed to click on, \"On the Sentence Embeddings from Pre-trained Language Models.\" I might guess and click the one that seems closest. However, to be sure, I should ask for clarification on which item corresponds. **Confirming click action**\n\nI need to create a plan to click on the item that has a title matching the specified string. It makes sense to ask for a pointer or confirmation on whether I should just go ahead and click the first closely matching result. Since I'm not entirely sure, it would be best to seek clarification from the user. I want to make sure I'm selecting the right item to avoid any mix-ups!",
"performed_steps": [
{
"name": "Click on the paper titled \"On the Sentence Embeddings from Pre-trained Language Models\" from the search results",
"tools": []
}
],
"changes": "URL did not change. Navigated to a page that now shows more granular formatting and inline controls for breaks. The top and bottom status lines were updated to replace a plain line break with a LineBreak containing an InlineTextBox, making the line break content accessible as an editable inline element. Most of the content changes involve reworking the subject-area labels: many combined generics like cs.LGcs.IR or cs.CLcs.AI are replaced with nested, separate generics such as cs.LG + cs.IR or cs.CL + cs.AI. This pattern repeats across many entries, effectively splitting multi-label tags into individual labels under a parent generic, while preserving the same visible text and interactive options (e.g., DOIs, PDFs). Additionally, a few combobox blocks are wrapped differently inside generic containers, but the visible controls (results per page, sort by) remain present."
}['Predicting Known Vulnerabilities from Attack Descriptions Using Sentence Transformers — arXiv:2602.22433', 'Information-Theoretic Storage Cost in Sentence Comprehension — arXiv:2602.18217', 'Evaluating the impact of word embeddings on similarity scoring in practical information retrieval — arXiv:2602.05734', 'brat: Aligned Multi-View Embeddings for Brain MRI Analysis — arXiv:2512.18679', 'Analyzing Image Beyond Visual Aspect: Image Emotion Classification via Multiple-Affective Captioning — arXiv:2511.23115', 'Understanding Hardness of Vision-Language Compositionality from A Token-level Causal Lens — arXiv:2510.26302', "Lingua Custodi's participation at the WMT 2025 Terminology shared task — arXiv:2510.17504", 'AWARE, Beyond Sentence Boundaries: A Contextual Transformer Framework for Identifying Cultural Capital in STEM Narratives — arXiv:2510.04983', 'Trace Is In Sentences: Unbiased Lightweight ChatGPT-Generated Text Detector — arXiv:2509.18535', 'A comparison of pipelines for the translation of a low resource language based on transformers — arXiv:2509.12514']
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. It seems straightforward since I'll just call the tool without needing any parallel processes. The instructions suggest I should think it through before making the call, so I'll ensure I'm prepared. It’s all about confirming that I’m doing this correctly, so I want to proceed with clarity and focus. Let's get this right!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/abs/2011.05364",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/abs/2011.05364')"
]
}
],
"changes": "URL changed to https://arxiv.org/abs/2011.05364. The UI moved from a broad search results view to a specific paper detail page. The after-state shows the listing replaced with a full paper view, including the paper title, authors, abstract, subject metadata, citation links, and a submission/history section. Key content changes include a detailed metadata table (subjects, arXiv IDs, DOIs), direct access links (View PDF, TeX Source), and a dedicated “Submission history” and “References & Citations” area. A few header/footer elements were streamlined or relocated, and a status notification line in the footer was reformatted to stay on a single paragraph rather than converting to multiple lines."
}Learning ODE Models with Qualitative Structure Using Gaussian Processes
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a URL, and it seems like the best way to do that is by using the NavigateToUrlTool. I’ll provide the URL and then confirm the action. It looks like I don’t need to use multiple tools since it’s a single action. So, I’ll call functions.NavigateToUrlTool with the URL and then follow up to see if any further actions are needed. Let's get started!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/?query=On+the+Sentence+Embeddings+from+Pre-trained+Language+Models&searchtype=ti",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?query=On+the+Sentence+Embeddings+from+Pre-trained+Language+Models&searchtype=ti')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?query=On+the+Sentence+Embeddings+from+Pre-trained+Language+Models&searchtype=ti. User navigated from a specific arXiv paper page to a global Search interface. The header and banner were reworked into a functional search bar with a user menu, logo, and status/help links, while the paper-specific content was removed. The new search area adds a term box, a field-chooser (All fields, Title, Author, Abstract, etc.), a prominent Search button, and options to show or hide abstracts. The main content also introduces instructional sections and tips (author name searching, subcategory searching, wildcard/phrase/date guidance) and an updated status notifications block that now reads “Get status notifications via” with email and Slack options. Overall, the detailed paper content was replaced with a comprehensive, interactive search UI and guidance."
}NOOP
{
"explanation": "**Typing and clicking search**\n\nI need to enter the text into the search box and click the Search button. There's a textbox with ID 102, and I'll type \"On the Sentence Embeddings from Pre-trained Language Models\" there. The button with ID 129 is the one I want to click, even though there's another button with ID 71 in the header. The steps indicate I should follow a sequence of typing then clicking, using functions TypeTool for typing and ClickTool for clicking the button.",
"performed_steps": [
{
"name": "Type \"On the Sentence Embeddings from Pre-trained Language Models\" in the search box and click Search",
"tools": [
"TypeTool(id='102', text='On the Sentence Embeddings from Pre-trained Language Models')"
]
}
],
"changes": "URL did not change. The focus moved to the search input, indicating the user is ready to type a query. The search textbox now has accessibility enhancements. Specifically, the field is now focused by default and configured to provide autocomplete suggestions from a list with an associated popup menu. The textbox also contains a sample placeholder or value inside, reinforcing the editable, plaintext input behavior."
}{
"explanation": "**Determining search button click**\n\nI need to click the Search button to submit the search form. From the ARIA tree, I see there are several button elements with the same label but different IDs. I'm trying to identify the primary search form. The most logical choice appears to be the button with ID 129 in the search area, as it’s more visible. I’ll go ahead and click on that button using the ClickTool function to ensure I target the right one.",
"performed_steps": [
{
"name": "Click the Search button to submit the search form",
"tools": [
"ClickTool(id='129')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?query=On+the+Sentence+Embeddings+from+Pre-trained+Language+Models&searchtype=all&abstracts=show&order=-announced_date_first&size=50. The UI was updated to present a fuller, interactive search results view. The main heading now shows a concrete “Showing 1–50 of 191 results for all: …” and the results area gains per-page and sort controls, plus a Go button for applying changes. Content-wise, the previous single article/list structure was replaced with a generic results list, a dedicated pagination section (Next + numbered pages), and a long, itemized list of results (each with title, authors, abstract, and metadata). A small tweak also standardizes a line-break element in the notification area by simplifying the LineBreak usage."
}['Predicting Known Vulnerabilities from Attack Descriptions Using Sentence Transformers', 'arXiv:2602.22433', 'Information-Theoretic Storage Cost in Sentence Comprehension', 'arXiv:2602.18217', 'Evaluating the impact of word embeddings on similarity scoring in practical information retrieval', 'arXiv:2602.05734', 'brat: Aligned Multi-View Embeddings for Brain MRI Analysis', 'arXiv:2512.18679', 'Analyzing Image Beyond Visual Aspect: Image Emotion Classification via Multiple-Affective Captioning', 'arXiv:2511.23115']
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/?searchtype=ti&query=On+the+Sentence+Embeddings+from+Pre-trained+Language+Models",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=ti&query=On+the+Sentence+Embeddings+from+Pre-trained+Language+Models')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=ti&query=On+the+Sentence+Embeddings+from+Pre-trained+Language+Models. A navigation path change now shows an instructional article-style UI instead of the previous results listing. The main area was restructured from a large arXiv-style results grid to two new sections: “Searching by Author Name” and “Searching by subcategory,” plus a Tips block and related guidance. Key content updates include consolidated, labeled guidance for how to search (author formats, punctuation, diacritics, etc.), and new instructional list items with bold headings like Author(s) field, surname(s), forename(s), and similar. Minor accessibility tweaks include unifying a line-break element (LineBreak) into a single element in the status area, removing the extra InlineTextBox. The page title was simplified from a detailed results heading to a generic “Search.”"
}No search results are present in the provided webpage ARIA tree; only the search input and help text are shown. Therefore there are no paper titles or arXiv IDs to retrieve.
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/find/cs.CL/1/ti:+AND+sentence+embeddings+pre-trained+language+models/0/1/0/all/0/1",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/find/cs.CL/1/ti:+AND+sentence+embeddings+pre-trained+language+models/0/1/0/all/0/1')"
]
}
],
"changes": "URL changed to https://arxiv.org/find/cs.CL/1/ti:+AND+sentence+embeddings+pre-trained+language+models/0/1/0/all/0/1. The user landed on a missing page, resulting in a transition from the full search interface to a minimal error screen. The large search UI (title, search form, results, help links, and navigation) was removed entirely. The after state shows a simple 404 page with an Error 404 Not Found heading, a brief Not Found message, an additional Error 54113 heading with a cache-detail paragraph, a horizontal separator, and a line noting the Varnish cache server. There are no search controls or interactive elements present."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/?searchtype=all&query=%22On+the+Sentence+Embeddings+from+Pre-trained+Language+Models%22",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=all&query=%22On+the+Sentence+Embeddings+from+Pre-trained+Language+Models%22')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=all&query=%22On+the+Sentence+Embeddings+from+Pre-trained+Language+Models%22. The 404 error screen was replaced with a full search interface for the arXiv e-print repository. The new UI adds a skip-to-content link, a branded header with logos and support/donate links, and a prominent search toolbar. In the main area, users now see a results page with search controls (term input, field to search dropdown, results-per-page, sort options, and Go/Search buttons) plus a list of search results. Each result includes an arXiv identifier, title, authors, abstract snippet, and quick links (pdf/ps/other), along with metadata like subjects, submission dates, and comments; a secondary content area also provides About/Help/Contact/Privacy links."
}['Trace Is In Sentences: Unbiased Lightweight ChatGPT-Generated Text Detector - arXiv:2509.18535', 'Simple Techniques for Enhancing Sentence Embeddings in Generative Language Models - arXiv:2404.03921', 'Sen2Pro: A Probabilistic Perspective to Sentence Embedding from Pre-trained Language Model - arXiv:2306.02247', 'On the Sentence Embeddings from Pre-trained Language Models - arXiv:2011.05864']
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a URL using the NavigateToUrlTool. The plan is to make a single tool call with the URL and then confirm that it worked. Although I might want to provide an explanation, the way to approach this is by first stating “open URL” before making the tool call. It’s straightforward, and the focus is on executing this clearly and effectively. Alright, let’s go ahead and do it!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/abs/2011.05864",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/abs/2011.05864')"
]
}
],
"changes": "URL changed to https://arxiv.org/abs/2011.05864. You navigated from a general search/listing experience to viewing a specific paper page. The page content was replaced with a full paper detail view, including the title, author list, abstract, and metadata sections. Key changes include the removal of the broad search controls and user menu from the header, and the introduction of paper-centric content: a formal citation block, downloadable/view links (PDF, TeX, etc.), submission history, and various bibliographic and citation tools. A long block of search-filter UI and per-page/sort controls was dropped, while the page now emphasizes the paper's bibliographic information, references, and related paper links."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/html/2011.05864",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/html/2011.05864')"
]
}
],
"changes": "URL changed to https://arxiv.org/html/2011.05864. The page layout shifted from displaying a detailed arXiv paper view to a minimal notice that HTML is not available for the source. In the main area, the long manuscript content was replaced with a short heading and a few explanatory paragraphs about why HTML is missing, plus a link inviting authors to learn about HTML conversions. Several content blocks were added or reorganized: a prominent banner now includes an extra banner with logo, acknowledgments, and quick links (member institutions, Donate), and a user menu entry (Login) appears under a new navigation grouping. The search/header region was overhauled into a searchable field with a Field to search combobox and an explicit “Search” button, plus a dedicated User menu. In the footer/secondary area, the arXiv Operational Status section was expanded to include status notification guidance and new links for email and Slack."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://ar5iv.labs.arxiv.org/html/2011.05864",
"tools": [
"NavigateToUrlTool(url='https://ar5iv.labs.arxiv.org/html/2011.05864')"
]
}
],
"changes": "URL changed to https://ar5iv.labs.arxiv.org/html/2011.05864. The diff shows a complete shift from a generic arXiv page chrome to a full paper article view. The old UI’s banner, skip link, and minimal header are removed, and the page now presents a self-contained article titled “On the Sentence Embeddings from Pre-trained Language Models,” with an explicit article structure. Content-wise, the after-state adds extensive sections: Abstract, Introduction, multiple subsections, Co-Occurrence and Higher-Order statistics, Proposed Method (BERT-flow) with figures, tables, and mathematical formulas, followed by Experiments, appendices, acknowledgments, and a References list. It replaces the prior empty main/content info blocks with rich content like tables, figures, equations, and many interactive anchors (headings, links, and captions) for in-depth reading."
}['Figure 1: An illustration of our proposed flow-based calibration over the original sentence embedding space of BERT', 'Table 1: The mean -norm, as well as their distance to their -nearest neighbors (among all the word embeddings) of the word embeddings of the BERT, segmented by ranges of word frequency rank (counted based on Wikipedia dump; the smaller the more frequent).', 'Table 2: Experimental results on semantic textual similarity using NLI supervision. We report the Spearman’s rank correlation between the cosine similarity of sentence embeddings and the gold labels on multiple datasets. The numbers are reported as . denotes outperformance over its BERT baseline and denotes underperformance. Our proposed BERT-flow method achieves the best scores. Note that our BERT-flow use as default setting. : Use NLI corpus for the training of flow; supervision labels of NLI are NOT visible.', 'Table 3: Experimental results on semantic textual similarity NLI supervision.', 'Figure 2: A scatterplot of sentence pairs, where the horizontal axis represents similarity (either gold standard semantic similarity or embedding-induced similarity), the vertical axis represents edit distance. The sentence pairs with edit distance are highlighted with , meanwhile the rest of the pairs are colored with . We can observed that lexically similar sentence pairs tends to be predicted to be similar by BERT embeddings, especially for the pairs. Such correlation is less evident for gold standard labels or flow-induced embeddings.', 'Table 4:AUC on QNLI evaluated on the validation set. : Use NLI corpus for the unsupervised training of flow; supervision labels of NLI are NOT visible.', 'Table 5:Comparing flow-based method with baselines on STS-B. is selected among on the validation set. We report the Spearman’s rank correlation ().', 'Table 6: Spearman’s correlation between various sentence similarities on the validation set of STS-B.', 'Table 7: Flow hyperparameters.', 'Table 8:Results with different random seeds.']
Driver python-1772301095 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772301095 Token usage statistics: - Total: 243498 tokens (233964 input, 9534 output) - Cached: 0 tokens (0 input, 0 output)









Chrome driver started successfully (driver_id: python-1772301422) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to use the NavigateToUrlTool to go to a specific URL. My plan is to provide the URL for the tool, then confirm when it’s done. I don't think I need to include extra details, just the confirmation. A single tool call should work in this case, so I’ll go ahead and execute that, then respond with a concise confirmation to let the user know we successfully navigated.",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/list/cs.LG/recent",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/list/cs.LG/recent')"
]
}
],
"changes": "URL changed to https://arxiv.org/list/cs.LG/recent. The page now loads as a full “Machine Learning” browse view rather than a minimal area. A large header/banner was introduced with a skip-to-content link, branding imagery, donation/link bar, and a search area including a Field to search dropdown and a Search button. The main content area also expands into a detailed listing of recent submissions, including a titled Machine Learning section with dates, a multi-entry list, and per-entry links (PDF/HTML/other) plus descriptive definitions. Additionally, a secondary contentinfo/navigation section appears, providing About/Help/Contact/Policies and a dedicated accessibility/status item."
}['Model Agreement via Anchoring', 'Eric Eaton', 'Surbhi Goel', 'Marcel Hussing', 'Michael Kearns', 'Aaron Roth', 'Sikata Bela Sengupta', 'Jessica Sorrell', 'Fri, 27 Feb 2026']
NOOP
{
"explanation": "**Clicking on the tree element**\n\nI see that there's a tree element with the ID 205, and it looks like it might be clickable. I need to use the ClickTool function to interact with that element. My plan is to make a single tool call focusing on element 205, which represents the title. Once I’ve got that down, I’ll proceed and click it.",
"performed_steps": [
{
"name": "Click on the title \"Model Agreement via Anchoring\" to open the paper's abstract page",
"tools": [
"ClickTool(id='205')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}arXiv:2602.23360
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/abs/2502.23360",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/abs/2502.23360')"
]
}
],
"changes": "URL changed to https://arxiv.org/abs/2502.23360. A specific article lookup was attempted and the main content area switched from a long listing to a not-found state. The root area label changed from “Machine Learning” to “[2502.23360] Article not found,” indicating a failed retrieval for that identifier. The main content now shows an empty-notice style page: a prominent heading states the article isn’t found, followed by explanatory paragraphs and a search link to try again. The previously large list of recent submissions and pagination content has been removed in favor of this guidance, replacing the detailed listing with user-facing help text and instructions about arXiv identifier formats and how to search. A minor structural tweak also shortens a line-break element to a self-contained line rather than an extra wrapper."
}{
"explanation": "I need to navigate to a specific URL. So, I'll use the NavigateToUrlTool for that process. It seems I should execute this action and perhaps provide a quick confirmation afterward. My focus will be on just performing the action while keeping my reasoning minimal. I’ll make sure to call the functions.NavigateToUrlTool with the desired URL. That should keep everything straightforward and efficient!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/abs/2602.23360",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/abs/2602.23360')"
]
}
],
"changes": "URL changed to https://arxiv.org/abs/2602.23360. Navigated from a missing-article screen to a full article detail view. The page was transformed from an \"[2502.23360] Article not found\" placeholder to a complete arXiv article entry titled \"Model Agreement via Anchoring,\" with a prominent author block and extensive metadata. Key content now present includes: an author list and attribution, a submission header and history, multiple access options (View PDF, HTML, TeX Source), citation and bibliography tools, bookmarking options with logos, and a rich metadata table (subjects, DOI/ArXiv IDs, and license). The header region also gains new navigation links and branding elements (e.g., a Linked arXiv label and related quick-links)."
}['Model Agreement via Anchoring', 'Eric Eaton', 'Surbhi Goel', 'Marcel Hussing', 'Michael Kearns', 'Aaron Roth', 'Sikata Bela Sengupta', 'Jessica Sorrell', '[Submitted on 26 Feb 2026]', 'NOT-APPLICABLE-ABSTRACT-START-\nNumerous lies of aim to cotrol -- the extet to which two machie learig moels isagree i their preictios. We aopt a simple a staar otio of i real-value preictio problems, amely the expecte square ifferece i preictios betwee two moels traie o iepeet samples, without ay cooriatio of the traiig processes. We woul lie to be able to rive isagreemet to zero with some atural parameter(s) of the traiig proceure usig aalyses that ca be applie to existig traiig methoologies.We evelop a simple geeral techique for provig bous o iepeet base o to the average of two moels withi the aalysis. We the apply this techique to prove isagreemet bous for four commoly use machie learig algorithms: (1) stace aggregatio over a arbitrary moel class (where isagreemet is rive to 0 with the umber of moels beig stace) (2) graiet boostig (where isagreemet is rive to 0 with the umber of iteratios ) (3) eural etwor traiig with architecture search (where isagreemet is rive to 0 with the size of the architecture beig optimize over) a (4) regressio tree traiig over all regressio trees of fixe epth (where isagreemet is rive to 0 with the epth of the tree architecture). For clarity, we wor out our iitial bous i the settig of oe-imesioal regressio with square error loss -- but the show that all of our results geeralize to multi-imesioal regressio with ay strogly covex loss.', 'Machine Learning (cs.LG); Artificial Intelligence (cs.AI)']
Driver python-1772301422 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772301422 Token usage statistics: - Total: 97339 tokens (93512 input, 3827 output) - Cached: 686 tokens (503 input, 183 output)







Chrome driver started successfully (driver_id: python-1772301534) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to a URL**\n\nI need to use a tool to navigate to a specific URL, and it seems I should provide concise reasoning for why I'm doing that. I’ll make sure to explain briefly before I call the tool, which is the functions.NavigateToUrlTool. It sounds straightforward, so now I’ll just get started! Let's proceed with that!",
"performed_steps": [
{
"name": "navigate to https://arxiv.org/",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/')"
]
}
],
"changes": "URL changed to https://arxiv.org/. A full, content-rich accessibility structure was added for the arXiv.org e-Print archive, replacing the bare root. The page now includes a skip-to-content link, branding/logo, login, a prominent search bar with a field selector, and a multi-tier main area with descriptive text and a comprehensive Subject browse. Content changes grouped by area: the main banner now contains a login and a searchable combobox with a large, categorized subject list (Physics, Mathematics, Computer Science, Quantitative Biology, Quantitative Finance, Statistics, Electrical Engineering and Systems Science, Economics, etc.), plus a Help/Advanced Search and Form Interface actions. The main region introduces an explanatory paragraph about arXiv and a rich, multi-section browse of subjects with nested lists, including an About arXiv section. A dedicated contentinfo region with secondary navigation (About, Help, Contact, Subscribe, Privacy, Accessibility) was added for quicker footer-like access."
}{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://arxiv.org/news",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/news')"
]
}
],
"changes": "URL changed to https://info.arxiv.org/news.html. You navigated from the old arXiv homepage to a new arXiv info view, and the main page content was replaced with a 404-not-found experience plus a prominent header navigation. The header now includes a logo, a light/dark/system switch, a search dialog, and a full “Table of contents” style navigation, replacing the previous simple banner and search bar. Key content changes include a structured, expanded navigation in the main area with sections like About, Help, Privacy/Copyright, Contact, and Accessibility, plus nested subsections. The main area now displays a 404 - Not found message, and a new secondary \"Web Accessibility Assistance\" area with status messaging and email/slack contact links, replacing the prior long listing of arXiv categories and subjects."
}{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://info.arxiv.org/announcements.html",
"tools": [
"NavigateToUrlTool(url='https://info.arxiv.org/announcements.html')"
]
}
],
"changes": "URL changed to https://info.arxiv.org/announcements.html. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}NOOP: The provided ARIA tree for the page does not contain any announcements or news items with titles and dates to extract. The only relevant content is navigation and a 404 Not found article, but no dated announcements are present.
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://blog.arxiv.org",
"tools": [
"NavigateToUrlTool(url='https://blog.arxiv.org')"
]
}
],
"changes": "URL changed to https://blog.arxiv.org/. The page was reoriented from a generic arXiv info layout to a more blog-style arXiv blog experience with a dedicated toolbar and main content area. The header area now presents a vertical toolbar with a login option, a Subscribe By Email control, and a search box, replacing the previous header/navigation banner. Content changes are substantial: the main area now includes several article entries (for example “Remembering Joe Halpern” and other arXiv news items) with headlines and publication dates, a new Posts pagination control, and a clearly labeled Categories and Recent sections in a sidebar-like complement. The old large, multi-level navigation and footer sections were removed, and a concise contentinfo block remains with minimal policy links, plus a small set of footer-like links (Privacy, Terms)."
}['Remembering Joe Halpern — Publication date February 27, 2026 — arXiv is saddened by the recent passing of Joseph “Joe” Halpern, and we join the Cornell and scientific community in celebrating his life and memory.', 'arXiv future proofs access to research with third-party digital preservation — Publication date February 3, 2026 — arXiv has entered into agreements with two third-party digital preservation services, adding a level of protection that goes beyond arXiv’s in-house activities and safeguarding open research for the future.', 'Attention Authors: updated endorsement policy — Publication date January 21, 2026 — arXiv has updated our endorsement policy. As of January 21, 2026, arXiv will no longer accept institutional email addresses (i.e., an email address associated with an academic or research institution) as the sole qualifier of endorsement for new authors.', 'Attention Authors: Temporary change to announcement schedule due to MLK Jr. Holiday — Publication date January 14, 2026 — This coming Monday, January 19, 2026, arXiv staff will be observing Martin Luther King Jr. Day. This holiday will temporarily affect arXiv’s mailings, help desk, and announcement schedule. Submissions to arXiv are typically made public on arXiv.org and announced by email on a regular schedule. As our team celebrates MLK Day 2026, announcements will be…', 'Attention Authors: non-English Paper Submission Guidelines — Publication date January 13, 2026 — *Please note: arXiv’s updated non-English language paper policy is now in effect. To share questions, comments, or concerns with arXiv staff, please fill out our feedback survey.', 'Attention Authors: updated endorsement policy for arXiv Mathematics — Publication date December 10, 2025 — Edit: As of January 21, 2026, the endorsement policy has been updated for all arXiv sections. Read more about this update in our recent blog post. The arXiv Mathematics section has updated its endorsement policy. As of December 10th, 2025, the arXiv Mathematics section will no longer accept institutional email addresses (i.e., an email address…', 'arXiv receives $7 million in gifts and grants from Schmidt Sciences and NASA — Publication date November 24, 2025 — arXiv began its cloud migration and code modernization…', 'We’re hiring! Engineering Director — Publication date November 24, 2025 — Join arXiv! Want to make an impact on open science? Come help lead the team working on arxiv.org, one of the most integral websites for open scholarly communications and scientific discovery. arXiv is hiring for an Engineering Director.', 'Attention Authors: Temporary changes to announcement schedule due to end-of-year holidays — Publication date November 21, 2025 — Planning a submission to arXiv in the next few weeks? Make sure to check arXiv’s holiday schedule to understand upcoming changes and delays to announcements. The 2025 end-of-the-year holiday stretch will be temporarily impacting arXiv’s mailings, help desk, and announcement schedule. This temporary change only affects the announcement of new submissions; arXiv servers will otherwise…', 'Attention authors: Upcoming policy change to non-English language paper submissions — Publication date November 21, 2025 — *Please note: arXiv’s updated non-English language paper policy is now in effect. To share questions, comments, or concerns with arXiv staff, please fill out our feedback survey.']
Driver python-1772301534 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772301534 Token usage statistics: - Total: 41637 tokens (38250 input, 3387 output) - Cached: 686 tokens (503 input, 183 output)











Chrome driver started successfully (driver_id: python-1772301628) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/?query=neural+networks&searchtype=all&start=0&order=-announced_date_first",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?query=neural+networks&searchtype=all&start=0&order=-announced_date_first')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?query=neural+networks&searchtype=all&start=0&order=-announced_date_first. Navigated from a bare page to a full arXiv search results interface. The UI was populated with a header/banner, a prominent search area with field selection, and a main results section listing 1–50 results along with per-page and sort controls. Key changes include an accessible “Skip to main content” link, branding/logo areas, a visible login/user menu, and a complete results chrome: a results-per-page combobox (default 50), a Sort results by control, a Go button for searches, and a Next pagination link with numbered page links. The page now also includes a content section listing individual results with per-item metadata and “▽ More” expansion cues, plus a secondary navigation block and a footer-like contentinfo area with About/Help/Contact items."
}['Model Agreement via Anchoring; Authors: Eric Eaton; Surbhi Goel; Marcel Hussing; Michael Kearns; Aaron Roth; Sikata Bela Sengupta; Jessica Sorrell; Submitted 26 February, 2026; originally announced February 2026; Abstract:…) (3) neural network training with architecture search (where disagreement is driven to 0 with the size of the architecture being optimized over) and (4) regression tree training over all regression trees of fixed depth (where disagreement is driven to 0 with the depth of the tree architecture). For clarity, we…', 'SOTAlign: Semi-Supervised Alignment of Unimodal Vision and Language Models via Optimal Transport; Authors: Simon Roschmann; Paul Krzakala; Sonia Mazelet; Quentin Bouniot; Zeynep Akata; Submitted 26 February, 2026; originally announced February 2026; Abstract: The Platonic Representation Hypothesis posits that neural networks trained on different modalities converge toward a shared statistical model of the world. Recent work exploits this convergence by aligning frozen pretrained vision and language models with lightweight alignment layers, but typically relies on contrastiv…', 'Stark localization of interacting particles; Authors: Wojciech De Roeck; Amirali Hannani; Alessio Lerose; Nathan Vandenbosch; Submitted 26 February, 2026; originally announced February 2026; Abstract: We consider N interacting quantum particles on a one-dimensional lattice, and subjected to an external linear potential. For N = 1, the corresponding Hamiltonian is explicitly diagonalizable, with superexponentially localized eigenstates. This is called Stark localization. We prove that superexponential spectral localization persists for arbitrary N and every interaction strength.']
['Model Agreement via Anchoring', ', , , , , ,Eric Eaton; Surbhi Goel; Marcel Hussing; Michael Kearns; Aaron Roth; Sikata Bela Sengupta; Jessica Sorrell', 'arXiv:2602.23360', 'Abstract:…) (3) neural network training with architecture search (where disagreement is driven to 0 with the size of the architecture being optimized over) and (4) regression tree training over all regression trees of fixed depth (where disagreement is driven to 0 with the depth of the tree architecture). For clarity, we…', 'Submitted 26 February, 2026; originally announced February 2026.']
NOOP
['Model Agreement via Anchoring — Submitted 26 February, 2026', 'SOTAlign: Semi-Supervised Alignment of Unimodal Vision and Language Models via Optimal Transport — Submitted 26 February, 2026', 'Stark localization of interacting particles — Submitted 26 February, 2026', 'FlashOptim: Optimizers for Memory Efficient Training — Submitted 26 February, 2026', 'Bitwise Systolic Array Architecture for Runtime-Reconfigurable Multi-precision Quantized Multiplication on Hardware Accelerators — Submitted 26 February, 2026']
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/?query=neural+network&searchtype=all&start=0&order=-announced_date_first&date-filter_by=date_range&date-from_date=2026-02-21&date-to_date=2026-02-28",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?query=neural+network&searchtype=all&start=0&order=-announced_date_first&date-filter_by=date_range&date-from_date=2026-02-21&date-to_date=2026-02-28')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?query=neural+network&searchtype=all&start=0&order=-announced_date_first&date-filter_by=date_range&date-from_date=2026-02-21&date-to_date=2026-02-28. A page update occurred where the results list and some UI labels were refined, and the item taxonomy expanded. The total results count changed (152,644 to 130,745) and the heading text was slightly updated (neural networks vs neural network), signaling a content or search-term tweak. Several accessibility and content changes affect controls and metadata: the per-page and sort controls were flattened from a nested structure into a single combobox with a MenuListPopup, and the accompanying label “results per page” remains visible. Many topic tags were collapsed or concatenated (eg, cs.LG and cs.AI become cs.LGcs.AI, or similar cross-category strings), and a large swath of list items were added, removed, or re-labeled (including renumbered markers from 1., 2., … to new sequences like 3., 4., … and the addition of multiple new entries with titles, abstracts, and authors). Finally, a minor line-break change in the “Get status notifications” area replaces a separate LineBreak + InlineTextBox with a single LineBreak element."
}['Model Agreement via Anchoring', 'Eric Eaton', 'Surbhi Goel', 'Marcel Hussing', 'Michael Kearns', 'Aaron Roth', 'Sikata Bela Sengupta', 'arXiv:2602.23360', 'Submitted 26 February, 2026', 'Abstract:…) (3) neural network training with architecture search (where disagreement is driven to 0 with the size of the architecture being optimized over) and (4) regression tree training over all regression trees of fixed depth (where disagreement is driven to 0 with the depth of the tree architecture). For clarity, we…']
NOOP
{
"explanation": "**Clicking on the link**\n\nI'm noticing that the arXiv link I've got is 370, which matches the SOTAlign paper with the ID 2602.23353. So, I should definitely click the second search result link, corresponding to ID 370. My next step is to issue a tool call to click that specific link using functions.ClickTool with the same ID. This is straightforward, let's proceed!",
"performed_steps": [
{
"name": "Click on the second search result link (SOTAlign paper)",
"tools": [
"ClickTool(id='370')"
]
}
],
"changes": "URL changed to https://arxiv.org/abs/2602.23353. Navigated from a generic search results view to a specific paper detail page. The UI has shifted from a long results list with filters, pagination, and per-page controls to a focused article view with the paper’s title, authors, abstract, and metadata. Key changes include replacing the bulk results content with detailed paper sections: submission history, how to cite (arXiv:2602.23353), links to view PDF/HTML/Tex source, and a dedicated metadata table (subjects, DOI, etc.). The header area now emphasizes the paper context (logo/branding and quick actions like arXiv CS/CS.LG), and auxiliary features like BibSonomy, Reddit, bibliographic tools, and references/citations are presented as separate, navigable blocks rather than inline in the search bar."
}['SOTAlign: Semi-Supervised Alignment of Unimodal Vision and Language Models via Optimal Transport', 'Simon Roschmann', 'Paul Krzakala', 'Sonia Mazelet', 'Quentin Bouniot', 'Zeynep Akata', 'arXiv:2602.23353', '[Submitted on 26 Feb 2026]', 'Machine Learning (cs.LG)', 'Artificial Intelligence (cs.AI)', 'The Platonic Representation Hypothesis posits that neural networks trained on different modalities converge toward a shared statistical model of the world. Recent work exploits this convergence by aligning frozen pretrained vision and language models with lightweight alignment layers, but typically relies on contrastive losses and millions of paired samples. In this work, we ask whether meaningful alignment can be achieved with substantially less supervision. We introduce a semi-supervised setting in which pretrained unimodal encoders are aligned using a small number of image-text pairs together with large amounts of unpaired data. To address this challenge, we propose SOTAlign, a two-stage framework that first recovers a coarse shared geometry from limited paired data using a linear teacher, then refines the alignment on unpaired samples via an optimal-transport-based divergence that transfers relational structure without overconstraining the target space. Unlike existing semi-supervised methods, SOTAlign effectively leverages unpaired images and text, learning robust joint embeddings across datasets and encoder pairs, and significantly outperforming supervised and semi-supervised baselines.']
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Chrome driver started successfully (driver_id: python-1772301844) Model: azure_openai/gpt-5-nano
{
"explanation": "**Executing navigation**\n\nI need to navigate to a specific URL. To do this, I'll utilize a tool called NavigateToUrlTool with the right URL. It seems pretty straightforward; the reasoning is minimal since the main goal is just to navigate. Once I perform the tool call, I’ll confirm that the navigation is complete. It's a simple task, but I want to make sure everything goes smoothly! Let’s get it done!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/')"
]
}
],
"changes": "URL changed to https://arxiv.org/. The page was expanded from a generic, empty root to a full arXiv.org e-Print archive layout with a named root region and rich accessible content. The new banner area adds a skip link for quick access to main content, branding, login, and a prominent search bar with a field selector and a searchable subject dropdown. Content changes include a detailed main region with a long, descriptive paragraph, subject browse sections (Physics, Mathematics, Computer Science, Quantitative Biology, Quantitative Finance, Statistics, Electrical Engineering and Systems Science, Economics) each containing multiple subtopics and links, plus a dedicated About arXiv section. Additionally, a secondary contentinfo navigation with links like About, Help, Contact, Subscribe, and Accessibility appears, indicating a fully fleshed-out footer/navigation structure."
}{
"explanation": "**Clicking Help link**\n\nI need to perform an action by clicking on the \"Help\" link in the navigation. I see that in the ARIA tree under contentinfo, there's a \"Help\" link with ID 976 that's focusable. There's also another \"Help\" link elsewhere with ID 36, but that's in the search context, not the navigation. So, I'll stick with the navigation link ID 976 and use the ClickTool function to proceed. Let's move forward!",
"performed_steps": [
{
"name": "Click on the \"Help\" link in the navigation",
"tools": [
"ClickTool(id='976')"
]
}
],
"changes": "URL changed to https://info.arxiv.org/help/index.html. Navigation moved from a simple page header to a full header/navigation bar with an interactive header area. The top now includes a header navigation with branding (arXiv info / arXiv Help Contents), a light/dark mode switch, and a modal search dialog with a Clear button. The main content was replaced with a structured \"arXiv Help Contents\" section, featuring a page editor link, a primary heading, and clearly organized subsections (General Information, Searching and Browsing, User Accounts, Submission and Revision, Miscellaneous) presented as nested lists. A new secondary area emerged containing additional quick links (About, Help, Contact, Subscribe, etc.) and a short block offering status notifications and contact options (email/slack) for user support."
}{
"explanation": "**Finding the right withdrawal link**\n\nI need to find the link related to withdrawing or retracting a submission. There's a specific link for \"Withdraw an Article\" with id 696 under the Submission and Revision section, along with another link for Withdrawals with id 511. I’ll click on the \"Withdraw an Article\" link, which seems the most explicit choice. So, I’ll use functions.ClickTool with id 696 and confirm afterward to show that I completed the action. Let's proceed! **Planning before the tool call**\n\nThe system advises to think things through before making a tool call, which sounds like a great approach. I need to ensure I provide the reasoning first, and I'll hold off on sending the tool call until I have everything clear. Once I've laid out my thought process, I'll go ahead and make the tool call using the functions namespace. Let’s keep it organized and follow this plan carefully!",
"performed_steps": [
{
"name": "Find and click on a link related to withdrawing an article or submission withdrawal",
"tools": [
"ClickTool(id='696')"
]
}
],
"changes": "URL changed to https://info.arxiv.org/help/withdraw.html. The help content page was replaced with a Withdrawals section for arXiv info. The overall page title and headings were updated from “arXiv Help Contents” to “Withdrawing an article” and related subsections like “General Information,” “Searching and Browsing,” and others were re-labeled to reflect withdrawal-specific topics such as “Submission not yet announced,” “Article has been announced,” and “Example Withdrawal.” Additionally, the left navigation and main content were redesigned to emphasize withdrawal workflows: new interactive items describe how to withdraw, submit a withdrawal reason, and view the withdrawn version (version 2), with a withdrawal icon and relevant images added. Some prior generic topics were removed or collapsed, and the content now includes withdrawal-focused guidance, public display notes, and steps for handling previous versions and download options."
}If your submission has not yet become you may delete or delay it. To do either of these things go to your and select either the Delete () or Unsubmit () icon. Deleting a submission will remove it from our system, unsubmitting will return it to the allowing modification and later resubmission. If you have difficulty in doing either of these things then please immediately. In your message be sure to include the submission identifier, an explanation of the problem, and the reason for withdrawal.
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Chrome driver started successfully (driver_id: python-1772482477) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. My plan is to proceed with clear reasoning, stating that I'm navigating. I'll make a single tool call to accomplish this. It seems straightforward, so I'll just do it!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/')"
]
}
],
"changes": "URL changed to https://arxiv.org/. The view updated to load the full arXiv.org homepage experience. The previous blank root now exposes a branded header, a skip-to-content link, login/donate options, and a prominent arXiv logo. Key content areas were added: a comprehensive search bar with a field selector, a subject/browse section listing major disciplines (Physics, Mathematics, Computer Science, Quantitative Biology, Quantitative Finance, Statistics, Electrical Engineering and Systems Science, Economics, and more), and an extensive About arXiv section. The page also includes a main descriptive paragraph about arXiv, a multi-column secondary navigation with links like About, Help, Contact, Subscribe, Privacy Policy, and Web Accessibility Assistance, and a contentinfo region summarizing site navigation."
}{
"explanation": "**Executing click action**\n\nI need to click on the \"Help\" link in the navigation. From the ARIA tree, I see there's a content info with the navigation name \"Secondary,\" and the first list has \"About\" and \"Help.\" The \"Help\" link has the ID 976, so I should perform a click on that element. Before clicking, I want to reason about the element, and then I'll execute the click using the ClickTool function. Let's do that!",
"performed_steps": [
{
"name": "Click on the \"Help\" link in the navigation",
"tools": [
"ClickTool(id='976')"
]
}
],
"changes": "URL changed to https://info.arxiv.org/help/index.html. The page structure was changed from a generic arXiv e-Print archive to a formal Help Contents layout with a full header navigation and search controls. The top area now includes a Header navigation with arXiv info, theme switch radios, a non-modal search dialog, and a Skip-to-content entry integrated into the header. Content-wise, the main area was replaced with an arXiv Help Contents article that expands into a detailed table of contents (General Information, Searching and Browsing, User Accounts, Submission and Revision, Miscellaneous, etc.) and a separate, extensive navigation tree of topics. A new Secondary navigation and updated contentinfo footer were added, including contact/social options (email/slack) within the footer block."
}{
"explanation": "**Searching for the Store link**\n\nI need to find and click on the \"Store\" link in the Help page. However, I don't see it in the ARIA tree under \"Miscellaneous,\" and I'm wondering if it's located under a different section like \"arXiv Help Contents.\" But no luck so far. I can scan for any link with the word \"Store,\" but all I'm seeing are various help topics and links. Ultimately, it looks like the Store link isn't present on this Help page. **Considering navigation options**\n\nI should offer to search or navigate to another area, as it seems no tool execution is needed at this moment. The goal is to keep things concise and provide a clear result for the user. I want to make sure my response is straightforward and helpful, guiding them effectively without unnecessary complications. Let’s keep it simple and clear!",
"performed_steps": [
{
"name": "Find and click on the \"Store\" link in the Help page",
"tools": []
}
],
"changes": "URL did not change. There’s a small structural change around the line break inside the paragraph after “arXiv Operational Status.” The newline that used to be a LineBreak with the name \" \" is now a LineBreak with an empty name that contains an InlineTextBox holding the newline character. In effect, the line break is still present, but the newline is now represented as inline text content inside the LineBreak element rather than as the LineBreak’s own name. This is a behind-the-scenes accessibility/markup tweak that may alter how screen readers interpret the break."
}{
"explanation": "**Scrolling for content**\n\nI need to find a \"Store\" link in the navigation or Table of Contents (TOC). I've checked the ARIA tree, but there's no \"Store\" link available. The sections in the TOC include General Information, Searching, User Accounts, and more, but no Store section. It feels like I should just perform a scroll action to explore the content further. The ScrollTool needs an element ID, so I might scroll to article ID 594 or heading ID 597. I’ve decided to scroll to article ID 594 to bring it into view. I’ll use the ScrollTool for this, as it requires the specific element ID. This should help me access the content I’m looking for more effectively. I just need to execute that action, and hopefully, it will provide a clearer perspective on the article. Let’s move ahead with this choice!",
"performed_steps": [
{
"name": "Scroll down to find a \"Store\" link or look for it in the table of contents or navigation sidebar",
"tools": [
"ScrollTool(id='594')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}Accessibility Tree:
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<LabelText id="4" />
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<image name="Logo for Cornell University" id="11" />
<paragraph id="12">
<link id="13" focusable="True">We gratefully acknowledge support from the Simons Foundation, member institutions, and all contributors.</link>
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<banner id="17">
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<LabelText id="19">
<image id="20" />
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<generic id="22">
<generic id="23">arXiv info</generic>
<generic id="27">arXiv Help Contents</generic>
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<LabelText name="Switch to light mode" id="33">
<image id="34" />
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<radio name="Switch to dark mode" id="35" invalid="false" focusable="True" checked="false" />
<radio name="Switch to system preference" id="39" invalid="false" focusable="True" checked="false" />
</generic>
<dialog id="46" modal="False">
<LabelText id="47" />
<search id="48">
<generic id="49">
<textbox name="Search" id="50" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="True" />
<LabelText id="53">
<image id="54" />
</LabelText>
<navigation name="Search" id="57">
<button name="Clear" id="58" invalid="false" focusable="True">
<image id="59" />
</button>
</navigation>
</generic>
<generic id="60">
<generic id="61">
<generic id="63">Type to start searching</generic>
</generic>
</generic>
</search>
</dialog>
</navigation>
</banner>
<main id="67">
<generic id="69">
<generic id="70">
<generic id="71">
<navigation name="Navigation" id="72">
<LabelText id="73">
<link name="arXiv info" id="74" focusable="True">
<image name="logo" id="75" />
</link>
</LabelText>
<list id="78">
<listitem id="79" level="1">
<link id="80" focusable="True">Home</link>
</listitem>
<listitem id="82" level="1">
<navigation name="" id="86">
<LabelText id="87">About</LabelText>
<list id="91">
<listitem id="92" level="2">
<link id="93" focusable="True">About arXiv</link>
</listitem>
<listitem id="95" level="2">
<link id="96" focusable="True">Who we are</link>
</listitem>
<listitem id="98" level="2">
<navigation name="" id="102">
<LabelText id="103">Governance</LabelText>
<list id="107">
<listitem id="108" level="3">
<link id="109" focusable="True">arXiv Governance Model</link>
</listitem>
<listitem id="111" level="3">
<link id="112" focusable="True">Bylaws</link>
</listitem>
<listitem id="114" level="3">
<link id="115" focusable="True">arXiv Advisory Board</link>
</listitem>
<listitem id="117" level="3">
<link id="118" focusable="True">Science Advisory Council</link>
</listitem>
<listitem id="120" level="3">
<link id="121" focusable="True">Editorial Advisory Council</link>
</listitem>
<listitem id="123" level="3">
<link id="124" focusable="True">Institutions Advisory Council</link>
</listitem>
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</navigation>
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<link id="127" focusable="True">Membership</link>
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<link id="130" focusable="True">Funding</link>
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<link id="133" focusable="True">Reports</link>
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<listitem id="135" level="2">
<link id="136" focusable="True">Accessibility</link>
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<listitem id="138" level="2">
<link id="139" focusable="True">arXiv Blog</link>
</listitem>
</list>
</navigation>
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<listitem id="141" level="1">
<navigation name="" id="145">
<LabelText id="146">Help</LabelText>
<list id="150">
<listitem id="151" level="2">
<link id="155" focusable="True">arXiv Help Contents</link>
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<listitem id="161" level="2">
<navigation name="" id="165">
<LabelText id="166">Submit an Article</LabelText>
<list id="170">
<listitem id="171" level="3">
<link id="172" focusable="True">Submission Overview</link>
</listitem>
<listitem id="174" level="3">
<link id="175" focusable="True">Submit TeX/LaTeX</link>
</listitem>
<listitem id="177" level="3">
<link id="178" focusable="True">Submit a PDF</link>
</listitem>
<listitem id="180" level="3">
<link id="181" focusable="True">Legacy Submission System</link>
</listitem>
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<navigation name="" id="187">
<LabelText id="188">FAQ</LabelText>
<list id="192">
<listitem id="193" level="4">
<link id="194" focusable="True">Frequently Asked Questions</link>
</listitem>
<listitem id="196" level="4">
<link id="197" focusable="True">LaTeX2e class for Astronomy & Astrophysics</link>
</listitem>
<listitem id="199" level="4">
<link id="200" focusable="True">AMS LaTeX packages and AMS Journal styles</link>
</listitem>
<listitem id="202" level="4">
<link id="203" focusable="True">Downloaded .gz Files that are not Gzipped</link>
</listitem>
<listitem id="205" level="4">
<link id="206" focusable="True">Why do my citations appear in long form</link>
</listitem>
<listitem id="208" level="4">
<link id="209" focusable="True">Examples of TeX Double Subscripts</link>
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<link id="212" focusable="True">Papersize/Layout Problems: Margins are Different and/or Text is Truncated</link>
</listitem>
<listitem id="214" level="4">
<link id="215" focusable="True">Using Feynmf on arXiv</link>
</listitem>
<listitem id="217" level="4">
<link id="218" focusable="True">Truetype and Opentype fonts available at arXiv's TeX Live 2025</link>
</listitem>
<listitem id="220" level="4">
<link id="221" focusable="True">Proprietary fonts and/or their free equivalents</link>
</listitem>
<listitem id="223" level="4">
<link id="224" focusable="True">How to Prepare Pages for Landscape Printout</link>
</listitem>
<listitem id="226" level="4">
<link id="227" focusable="True">Common Mistakes that cause Automated Processing to Fail</link>
</listitem>
<listitem id="229" level="4">
<link id="230" focusable="True">Why do my user defined symbols display incorrectly</link>
</listitem>
<listitem id="232" level="4">
<link id="233" focusable="True">Why are some pages in the generated PDF file rotated?</link>
</listitem>
<listitem id="235" level="4">
<link id="236" focusable="True">Why are there Problems with my PostScript File?</link>
</listitem>
<listitem id="238" level="4">
<link id="239" focusable="True">Why is my PostScript File so Large?</link>
</listitem>
<listitem id="241" level="4">
<link id="242" focusable="True">Using PSTricks on arXiv</link>
</listitem>
<listitem id="244" level="4">
<link id="245" focusable="True">References to and in arXiv Documents</link>
</listitem>
<listitem id="247" level="4">
<link id="248" focusable="True">Status of REVTeX 4 and REVTeX 4.1 support</link>
</listitem>
<listitem id="250" level="4">
<link id="251" focusable="True">Nota Bene (updated 30 Jun '97)</link>
</listitem>
<listitem id="253" level="4">
<link id="254" focusable="True">Frequently Asked Questions on Public Statistics</link>
</listitem>
<listitem id="256" level="4">
<link id="257" focusable="True">TeX Live at arXiv</link>
</listitem>
<listitem id="259" level="4">
<link id="260" focusable="True">Why doesn't my processed TeX submission look the way I expected it?</link>
</listitem>
<listitem id="262" level="4">
<link id="263" focusable="True">Textures</link>
</listitem>
<listitem id="265" level="4">
<link id="266" focusable="True">Why Does My Paper Give the Wrong Date?</link>
</listitem>
<listitem id="268" level="4">
<link id="269" focusable="True">Why doesn't my paper have the arXiv id stamped on the side of the page?</link>
</listitem>
</list>
</navigation>
</listitem>
<listitem id="271" level="3">
<link id="272" focusable="True">Status Information</link>
</listitem>
<listitem id="274" level="3">
<link id="275" focusable="True">Ancillary Files (data, code, images)</link>
</listitem>
<listitem id="277" level="3">
<link id="278" focusable="True">Availability of submissions</link>
</listitem>
<listitem id="280" level="3">
<link id="281" focusable="True">Category cross listing</link>
</listitem>
<listitem id="283" level="3">
<link id="284" focusable="True">Endorsement</link>
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<listitem id="286" level="3">
<link id="287" focusable="True">Adding Journal Reference and DOI</link>
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<listitem id="289" level="3">
<link id="290" focusable="True">Licenses</link>
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<listitem id="292" level="3">
<link id="293" focusable="True">Text Overlap</link>
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<listitem id="295" level="3">
<link id="296" focusable="True">Metadata for Required and Optional Fields</link>
</listitem>
<listitem id="298" level="3">
<link id="299" focusable="True">Submit a new version of a work</link>
</listitem>
<listitem id="301" level="3">
<link id="302" focusable="True">Oversized Submissions</link>
</listitem>
<listitem id="304" level="3">
<link id="305" focusable="True">Submit a Paper List for Conference Proceedings</link>
</listitem>
<listitem id="307" level="3">
<link id="308" focusable="True">Creating tar and zip Files for Upload</link>
</listitem>
<listitem id="310" level="3">
<link id="311" focusable="True">What is TeX</link>
</listitem>
<listitem id="313" level="3">
<link id="314" focusable="True">Proxy / Third Party Submission</link>
</listitem>
<listitem id="316" level="3">
<link id="317" focusable="True">Translations</link>
</listitem>
<listitem id="319" level="3">
<link id="320" focusable="True">Version Availability</link>
</listitem>
<listitem id="322" level="3">
<link id="323" focusable="True">Why Submit TeX?</link>
</listitem>
<listitem id="325" level="3">
<link id="326" focusable="True">Withdraw / Retract a Submission</link>
</listitem>
</list>
</navigation>
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<listitem id="328" level="2">
<navigation name="" id="332">
<LabelText id="333">Find and Read Articles</LabelText>
<list id="337">
<listitem id="338" level="3">
<link id="339" focusable="True">Finding Articles</link>
</listitem>
<listitem id="341" level="3">
<link id="342" focusable="True">Search for articles</link>
</listitem>
<listitem id="344" level="3">
<link id="345" focusable="True">Viewing submissions</link>
</listitem>
<listitem id="347" level="3">
<link id="348" focusable="True">Email subscriptions for new papers</link>
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<listitem id="350" level="3">
<link id="351" focusable="True">arXiv Identifier</link>
</listitem>
<listitem id="353" level="3">
<link id="354" focusable="True">Configuring your browser</link>
</listitem>
<listitem id="356" level="3">
<link id="357" focusable="True">RSS Feeds</link>
</listitem>
<listitem id="359" level="3">
<link id="360" focusable="True">Licenses</link>
</listitem>
<listitem id="362" level="3">
<link id="363" focusable="True">Permissions and Reuse</link>
</listitem>
<listitem id="365" level="3">
<link id="366" focusable="True">What is MathJax?</link>
</listitem>
</list>
</navigation>
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<listitem id="368" level="2">
<navigation name="" id="372">
<LabelText id="373">Accounts</LabelText>
<list id="377">
<listitem id="378" level="3">
<link id="379" focusable="True">Index</link>
</listitem>
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<link id="382" focusable="True">Directions for Author Registration</link>
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<listitem id="384" level="3">
<link id="385" focusable="True">Author Identifiers</link>
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<listitem id="387" level="3">
<link id="388" focusable="True">ORCID identifiers</link>
</listitem>
<listitem id="390" level="3">
<link id="391" focusable="True">Authority Records</link>
</listitem>
<listitem id="393" level="3">
<link id="394" focusable="True">Why isn't a Person "Registered as an Author?"</link>
</listitem>
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</navigation>
</listitem>
<listitem id="396" level="2">
<navigation name="" id="400">
<LabelText id="401">Bulk Access to Metadata and Full Text</LabelText>
<list id="407">
<listitem id="408" level="3">
<link id="409" focusable="True">Index</link>
</listitem>
<listitem id="411" level="3">
<link id="412" focusable="True">arXiv Identifier for Interacting Services</link>
</listitem>
<listitem id="414" level="3">
<link id="415" focusable="True">Full Text via S3</link>
</listitem>
<listitem id="417" level="3">
<link id="418" focusable="True">API for Metadata</link>
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<link id="421" focusable="True">RSS Feeds</link>
</listitem>
<listitem id="423" level="3">
<link id="424" focusable="True">Institutional Repository Interoperability</link>
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<link id="427" focusable="True">Automated DOI and journal reference updates from publishers</link>
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</navigation>
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<navigation name="" id="433">
<LabelText id="434">Brand</LabelText>
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<link id="440" focusable="True">Our Brand</link>
</listitem>
<listitem id="442" level="2">
<link id="443" focusable="True">Name and logo use</link>
</listitem>
<listitem id="445" level="2">
<link id="446" focusable="True">Brand pillars</link>
</listitem>
<listitem id="448" level="2">
<link id="449" focusable="True">Colors</link>
</listitem>
<listitem id="451" level="2">
<link id="452" focusable="True">Fonts</link>
</listitem>
<listitem id="454" level="2">
<link id="455" focusable="True">Images</link>
</listitem>
<listitem id="457" level="2">
<link id="458" focusable="True">Logos</link>
</listitem>
<listitem id="460" level="2">
<link id="461" focusable="True">Quotes</link>
</listitem>
<listitem id="463" level="2">
<link id="464" focusable="True">Swag</link>
</listitem>
<listitem id="466" level="2">
<link id="467" focusable="True">Tagline</link>
</listitem>
<listitem id="469" level="2">
<link id="470" focusable="True">Typography</link>
</listitem>
<listitem id="472" level="2">
<link id="473" focusable="True">Voice</link>
</listitem>
</list>
</navigation>
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<listitem id="475" level="1">
<navigation name="" id="479">
<LabelText id="480">Labs</LabelText>
<list id="484">
<listitem id="485" level="2">
<link id="486" focusable="True">arXiv Labs</link>
</listitem>
<listitem id="488" level="2">
<link id="489" focusable="True">arXivLabs: Showcase</link>
</listitem>
</list>
</navigation>
</listitem>
<listitem id="491" level="1">
<navigation name="" id="495">
<LabelText id="496">Policies</LabelText>
<list id="500">
<listitem id="501" level="2">
<link id="502" focusable="True">arXiv Policies</link>
</listitem>
<listitem id="504" level="2">
<link id="505" focusable="True">Code of conduct</link>
</listitem>
<listitem id="507" level="2">
<link id="508" focusable="True">Privacy policy</link>
</listitem>
<listitem id="510" level="2">
<link id="511" focusable="True">Identity, affiliation, and registration</link>
</listitem>
<listitem id="513" level="2">
<link id="514" focusable="True">Submission terms and agreement</link>
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<listitem id="516" level="2">
<link id="517" focusable="True">Paper ownership</link>
</listitem>
<listitem id="519" level="2">
<link id="520" focusable="True">Submission Guidelines</link>
</listitem>
<listitem id="522" level="2">
<link id="523" focusable="True">Submission schedule and cutoff time</link>
</listitem>
<listitem id="525" level="2">
<link id="526" focusable="True">Content Moderation</link>
</listitem>
<listitem id="528" level="2">
<link id="529" focusable="True">License and copyright</link>
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<listitem id="531" level="2">
<link id="532" focusable="True">Withdrawals</link>
</listitem>
<listitem id="534" level="2">
<link id="535" focusable="True">Cross listing</link>
</listitem>
<listitem id="537" level="2">
<link id="538" focusable="True">Translations</link>
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<listitem id="540" level="2">
<link id="541" focusable="True">Non-English submissions</link>
</listitem>
<listitem id="543" level="2">
<link id="544" focusable="True">Text Overlap</link>
</listitem>
<listitem id="546" level="2">
<link id="547" focusable="True">Requiring TeX when possible</link>
</listitem>
<listitem id="549" level="2">
<link id="550" focusable="True">Third party submission</link>
</listitem>
</list>
</navigation>
</listitem>
<listitem id="552" level="1">
<link id="553" focusable="True">Categories</link>
</listitem>
<listitem id="555" level="1">
<link id="556" focusable="True">arXiv Usage Stats</link>
</listitem>
</list>
</navigation>
</generic>
</generic>
</generic>
<generic id="558">
<navigation name="" id="561">
<LabelText id="562">Table of contents</LabelText>
<list id="566">
<listitem id="567" level="1">
<link id="568" focusable="True">arXiv Help Contents</link>
<navigation name="arXiv Help Contents" id="571">
<list id="572">
<listitem id="573" level="2">
<link id="574" focusable="True">General Information</link>
</listitem>
<listitem id="577" level="2">
<link id="578" focusable="True">Searching and Browsing</link>
</listitem>
<listitem id="581" level="2">
<link id="582" focusable="True">User Accounts</link>
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<link id="586" focusable="True">Submission and Revision</link>
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<link id="590" focusable="True">Miscellaneous</link>
</listitem>
</list>
</navigation>
</listitem>
</list>
</navigation>
</generic>
<article id="594">
<link name="Edit this page" id="595" focusable="True">
<image id="596" />
</link>
<heading id="597" level="1">arXiv Help Contents</heading>
<heading id="600" level="2">General Information</heading>
<list id="603">
<listitem id="604" level="1">
<ListMarker name="• " id="605" />
<link id="607" focusable="True">About arXiv</link>
</listitem>
<listitem id="610" level="1">
<ListMarker name="• " id="611" />
<link id="613" focusable="True">Policies</link>
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<ListMarker name="• " id="617" />
<link id="619" focusable="True">arXiv Help Frequently Asked Questions</link>
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<listitem id="622" level="1">
<ListMarker name="• " id="623" />
<link id="625" focusable="True">Licenses of content</link>
</listitem>
<listitem id="628" level="1">
<ListMarker name="• " id="629" />
<link id="631" focusable="True">Reuse of content from arXiv</link>
</listitem>
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<heading id="634" level="2">Searching and Browsing</heading>
<list id="637">
<listitem id="638" level="1">
<ListMarker name="• " id="639" />
<link id="641" focusable="True">Find an Article</link>
</listitem>
<listitem id="644" level="1">
<ListMarker name="• " id="645" />
<link id="647" focusable="True">Viewing Articles</link>
</listitem>
<listitem id="650" level="1">
<ListMarker name="• " id="651" />
<link id="653" focusable="True">Configuring Your Browser for Downloads</link>
</listitem>
<listitem id="656" level="1">
<ListMarker name="• " id="657" />
<link id="659" focusable="True">Cookie Configuration</link>
</listitem>
<listitem id="662" level="1">
<ListMarker name="• " id="663" />
<link id="665" focusable="True">Utilities (tar, gzip, etc.)</link>
</listitem>
<listitem id="668" level="1">
<ListMarker name="• " id="669" />
<link id="671" focusable="True">Gzipped files</link>
</listitem>
<listitem id="674" level="1">
<ListMarker name="• " id="675" />
<link id="677" focusable="True">Web Accessibility Assistance</link>
</listitem>
</list>
<heading id="680" level="2">User Accounts</heading>
<list id="683">
<listitem id="684" level="1">
<ListMarker name="• " id="685" />
<link id="687" focusable="True">Register a User Account</link>
</listitem>
<listitem id="690" level="1">
<ListMarker name="• " id="691" />
<link id="693" focusable="True">The Endorsement System</link>
</listitem>
<listitem id="696" level="1">
<ListMarker name="• " id="697" />
<link id="699" focusable="True">Protecting your Privacy</link>
</listitem>
<listitem id="702" level="1">
<ListMarker name="• " id="703" />
<link id="705" focusable="True">Authority Records</link>
</listitem>
<listitem id="708" level="1">
<ListMarker name="• " id="709" />
<link id="711" focusable="True">The User-ID/Password System</link>
</listitem>
<listitem id="714" level="1">
<ListMarker name="• " id="715" />
<link id="717" focusable="True">Subscribe to E-Mail Listings</link>
</listitem>
</list>
<heading id="720" level="2">Submission and Revision</heading>
<list id="723">
<listitem id="724" level="1">
<ListMarker name="• " id="725" />
<link id="727" focusable="True">Submit an Article</link>
</listitem>
<listitem id="730" level="1">
<ListMarker name="• " id="731" />
<link id="733" focusable="True">Submission schedule and cutoff time</link>
</listitem>
<listitem id="736" level="1">
<ListMarker name="• " id="737" />
<link id="739" focusable="True">Submission terms and agreement</link>
</listitem>
<listitem id="742" level="1">
<ListMarker name="• " id="743" />
<link id="745" focusable="True">Replace an Article</link>
</listitem>
<listitem id="748" level="1">
<ListMarker name="• " id="749" />
<link id="751" focusable="True">Withdraw an Article</link>
</listitem>
<listitem id="754" level="1">
<ListMarker name="• " id="755" />
<link id="757" focusable="True">Add a Journal Reference, DOI or Report Number to an Article</link>
</listitem>
<listitem id="760" level="1">
<ListMarker name="• " id="761" />
<link id="763" focusable="True">Crosslist an Article</link>
</listitem>
<listitem id="766" level="1">
<ListMarker name="• " id="767" />
<link id="769" focusable="True">The Moderation System</link>
</listitem>
<listitem id="772" level="1">
<ListMarker name="• " id="773" />
<link id="775" focusable="True">Oversized Submissions</link>
</listitem>
<listitem id="778" level="1">
<ListMarker name="• " id="779" />
<link id="781" focusable="True">Text Overlap Detection</link>
</listitem>
</list>
<heading id="784" level="2">Miscellaneous</heading>
<list id="787">
<listitem id="788" level="1">
<ListMarker name="• " id="789" />
<link id="791" focusable="True">Understanding the arXiv Identifier</link>
</listitem>
<listitem id="794" level="1">
<ListMarker name="• " id="795" />
<link id="797" focusable="True">Understanding the ORCID iD</link>
</listitem>
<listitem id="800" level="1">
<ListMarker name="• " id="801" />
<link id="803" focusable="True">Institutional Repository (IR) Interoperability</link>
</listitem>
<listitem id="806" level="1">
<ListMarker name="• " id="807" />
<link id="809" focusable="True">Bulk data access</link>
</listitem>
<listitem id="812" level="1">and<ListMarker name="• " id="813" />
<link id="815" focusable="True">API access</link>
<link id="820" focusable="True">API User Manual</link>
</listitem>
<listitem id="823" level="1">
<ListMarker name="• " id="824" />
<link id="826" focusable="True">DOI and journal reference updates to arXiv from publishers</link>
</listitem>
<listitem id="829" level="1">
<ListMarker name="• " id="830" />
<link id="832" focusable="True">Usage statistics</link>
</listitem>
<listitem id="835" level="1">
<ListMarker name="• " id="836" />
<link id="838" focusable="True">Obsolete Macros</link>
</listitem>
<listitem id="841" level="1">
<ListMarker name="• " id="842" />
<link id="844" focusable="True">MathJax</link>
</listitem>
</list>
<paragraph id="847">If you could not find an answer to your question, please .<link id="850" focusable="True">contact our User Support team</link>
</paragraph>
</article>
</main>
<navigation name="Secondary" id="855">
<list id="857">
<listitem id="858" level="1">
<link id="859" focusable="True">About</link>
</listitem>
<listitem id="862" level="1">
<link id="863" focusable="True">Help</link>
</listitem>
</list>
<list id="867">
<listitem id="868" level="1">
<link id="869" focusable="True">Copyright</link>
</listitem>
<listitem id="872" level="1">
<link id="873" focusable="True">Privacy Policy</link>
</listitem>
</list>
<list id="877">
<listitem id="878" level="1">
<link id="879" focusable="True">Contact</link>
</listitem>
<listitem id="882" level="1">
<link id="883" focusable="True">Subscribe</link>
</listitem>
<listitem id="886" level="1">
<link id="887" focusable="True">Report a documentation issue</link>
</listitem>
</list>
<list id="891">
<listitem id="892" level="1">
<link id="893" focusable="True">Web Accessibility Assistance</link>
</listitem>
<listitem id="896" level="1">
<paragraph id="897">Get status notifications via or<link id="898" focusable="True">arXiv Operational Status </link>
<LineBreak name="" id="901">
<InlineTextBox name=" " id="902" />
</LineBreak>
<link id="905" focusable="True">email</link>
<link id="910" focusable="True">slack</link>
</paragraph>
</listitem>
</list>
</navigation>
<generic id="913" />
</generic>
</RootWebArea>{
"explanation": "**Executing click action**\n\nI need to click on the \"Swag\" link in the Brand navigation. It's located under the Brand section in the ARIA tree, specifically in listitem id 463, with the link id 464. The instructions are clear: I should proceed with clicking this specific link. So, I’ll use the ClickTool function with id 464 to perform the action. It seems straightforward, and I'll make sure to stick to a single tool call for this.",
"performed_steps": [
{
"name": "Click on the \"Swag\" link in the Brand navigation section",
"tools": [
"ClickTool(id='464')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://info.arxiv.org/brand/swag.html",
"tools": [
"NavigateToUrlTool(url='https://info.arxiv.org/brand/swag.html')"
]
}
],
"changes": "URL changed to https://info.arxiv.org/brand/swag.html. The navigation moved from the arXiv Help Contents to a new Branded Merchandise section, effectively rebranding the help area to Swag with a new top-level focus. The content was restructured from a multi-topic Help Contents list into a merchandising hub featuring Store and Appreciation subsections, with new descriptive paragraphs and image placeholders. Key content changes include replacing the old Help Contents links (General Information, Searching and Browsing, User Accounts, etc.) with new Branded Merchandise, Store, and Appreciation sections, plus several product-focused paragraphs and image samples. A few layout details were tightened (line break handling adjusted) and a non-profit store link added within the Store paragraph."
}{
"explanation": "**Finding merchandise link**\n\nI'm checking how to find the store link for arXiv merchandise. According to the ARIA tree, in the table of contents, I see there's a \"Branded Merchandise\" section with a store link that has the id 551. So, I should click on that. I'll go ahead and use the ClickTool function with that id. Since it's just one action needed, I won't complicate it with multiple tools. Let's proceed!",
"performed_steps": [
{
"name": "Find and click on the store link to see arXiv merchandise",
"tools": [
"ClickTool(id='551')"
]
}
],
"changes": "URL changed to https://info.arxiv.org/brand/swag.html#store. A minor structural adjustment was made to how a line break is represented in the accessibility tree within a status notification paragraph. The visible text flow remains the same, but the line break between the “arXiv Operational Status” link and the next links is now modeled as a LineBreak with an empty name that contains an InlineTextBox holding the newline character. In practice, this changes the internal markup from a single LineBreak with the newline as its name to a nested LineBreak containing an InlineTextBox with the newline, while the surrounding links (“email,” “slack”) stay the same. This is a behind-the-scenes representation change rather than a visible content change for users."
}The ARIA tree shows a navigation item named 'Store' under 'Branded Merchandise' but does not contain any URL for the store page. Therefore, the exact store link URL is not present in the provided source. The merchandise section is described in the article text, mentioning that arXiv maintains a collaboration with Bonfire.com for on-demand printing and highlights popular products (logo on t-shirt and mug) and references a non-profit store link, but again no URL is provided.
['Skip to content', 'We gratefully acknowledge support from the Simons Foundation, member institutions, and all contributors.', 'arXiv info', 'Swag', 'Clear', 'arXiv info', 'Home', 'About arXiv', 'Who we are', 'arXiv Governance Model', 'Bylaws', 'arXiv Advisory Board', 'Science Advisory Council', 'Editorial Advisory Council', 'Institutions Advisory Council', 'Membership', 'Funding', 'Reports', 'Accessibility', 'arXiv Blog', 'arXiv Help Contents', 'Submission Overview', 'Submit TeX/LaTeX', 'Submit a PDF', 'Legacy Submission System', 'Frequently Asked Questions', 'LaTeX2e class for Astronomy & Astrophysics', 'AMS LaTeX packages and AMS Journal styles', 'Downloaded .gz Files that are not Gzipped', 'Why do my citations appear in long form', 'Examples of TeX Double Subscripts', 'Papersize/Layout Problems: Margins are Different and/or Text is Truncated', 'Using Feynmf on arXiv', "Truetype and Opentype fonts available at arXiv's TeX Live 2025", 'Proprietary fonts and/or their free equivalents', 'How to Prepare Pages for Landscape Printout', 'Common Mistakes that cause Automated Processing to Fail', 'Why do my user defined symbols display incorrectly', 'Why are some pages in the generated PDF file rotated?', 'Why are there Problems with my PostScript File?', 'How to Use TeX Live at arXiv', 'References to and in arXiv Documents', 'Status of REVTeX 4 and REVTeX 4.1 support', "Nota Bene (updated 30 Jun '97)", 'Frequently Asked Questions on Public Statistics', 'TeX Live at arXiv', "Why doesn't my processed TeX submission look the way I expected it?", 'Textures', 'Why Does My Paper Give the Wrong Date?', "Why doesn't my paper have the arXiv id stamped on the side of the page?", 'Status Information', 'Ancillary Files (data, code, images)', 'Category cross listing', 'Endorsement', 'Adding Journal Reference and DOI', 'Licenses', 'Text Overlap', 'Metadata for Required and Optional Fields', 'Submit a new version of a work', 'Oversized Submissions', 'Submit a Paper List for Conference Proceedings', 'Creating tar and zip Files for Upload', 'What is TeX', 'Proxy / Third Party Submission', 'Translations', 'Version Availability', 'Why Submit TeX?', 'Withdraw / Retract a Submission', 'Status Information', 'Find and Read Articles', 'Finding Articles', 'Search for articles', 'Viewing submissions', 'Email subscriptions for new papers', 'arXiv Identifier', 'Configuring your browser', 'RSS Feeds', 'Licenses', 'Permissions and Reuse', 'What is MathJax?', 'Accounts', 'Index', 'Directions for Author Registration', 'Author Identifiers', 'ORCID identifiers', 'Authority Records', 'Why isn\'t a Person "Registered as an Author?', 'Bulk Access to Metadata and Full Text', 'Index', 'arXiv Identifier for Interacting Services', 'Full Text via S3', 'API for Metadata', 'RSS Feeds', 'Institutional Repository Interoperability', 'Automated DOI and journal reference updates from publishers', 'Brand', 'Our Brand', 'Name and logo use', 'Brand pillars', 'Colors', 'Fonts', 'Images', 'Logos', 'Quotes', 'Swag', 'Tagline', 'Typography', 'Voice', 'Labs', 'arXiv Labs', 'arXivLabs: Showcase', 'Policies', 'arXiv Policies', 'Code of conduct', 'Privacy policy', 'Identity, affiliation, and registration', 'Submission terms and agreement', 'Paper ownership', 'Submission Guidelines', 'Submission schedule and cutoff time', 'Content Moderation', 'License and copyright', 'Withdrawals', 'Cross listing', 'Translations', 'Non-English submissions', 'Text Overlap', 'Requiring TeX when possible', 'Third party submission', 'Categories', 'arXiv Usage Stats', 'Branded Merchandise', 'Store', 'Appreciation', 'Store', 'non-profit store', 'The arXiv logo on a white tshirt', 'The arXiv logo on a white mug', 'We can celebrate secondary elements of the arXiv identity, like the smileybones supergraphic, and our tagline.', 'The arXiv smileybones icon with the eyes replaced by an infinity symbol, and the words arXiv forever', 'The arXiv logo on a white tshirt with the phrase You bring the Open, We bring the Science', 'Edit this page', 'non-profit store']
{
"explanation": "**Preparing to click link**\n\nI need to click on the \"non-profit store\" link from the ARIA tree. It's located in article 646, specifically under the Store paragraph with link ID 667, and it is indeed focusable. So, I’m focusing on interacting with element ID 667. I'll make a tool call to ClickTool with ID 667. Since there's only one tool involved, I'll proceed with that directly and then confirm the action. Let’s move forward!",
"performed_steps": [
{
"name": "Click on the \"non-profit store\" link",
"tools": [
"ClickTool(id='667')"
]
}
],
"changes": "URL changed to https://www.bonfire.com/store/arxiv-official/. The page was transformed from a general arXiv swag/info layout into a Bonfire-branded merchandise storefront with a dedicated cookie consent prompt. The top navigation and long arXiv navigation were largely removed in favor of a simpler header (Main menu, Bonfire homepage, and a user/cart area) and a broad content footer-style region. Key visible content changes include: a new cookie consent alert with policy text and action buttons, a shift to a merch-focused hero with items like arXiv baseball cap and shirts, product pricing blocks, and an extensive, multi-section contentinfo/footer containing sections like Explore, Nonprofits, Creators, Resources, Company, and Legal, plus social links and copyright. Overall, the site moved from an arXiv navigation-heavy layout to a Bonfire-branded storefront experience with merch content and a comprehensive footer."
}{
"explanation": "I'm looking at the tool that requires an ID as an integer. I need to use ClickTool with the specific ID of 107. I'll provide some reasoning for this before actually performing the tool call. It’s important to follow protocols when using functions like ClickTool to ensure everything works smoothly. Let’s make sure to approach it step by step to avoid any mistakes!",
"performed_steps": [
{
"name": "Find and click on the \"arXiv Logo Shirt\" product",
"tools": [
"ClickTool(id='107')"
]
}
],
"changes": "URL changed to https://www.bonfire.com/arxiv-logo-shirt/. The user navigated from a generic support/merch page to a specific arXiv shirt product campaign. The after-diff shows the page reorganized into a product-detail layout with an image gallery, campaign options, and purchase actions, replacing the previous simpler merchandising structure. Key content changes include: a new skip-to-content link and a dedicated search control in the header; a product section with images and interactive options (color/size selectors, price display, and an Add to cart button); a labeled region for “ABOUT THIS CAMPAIGN” with updated descriptive paragraphs; and a \"You might also like\" recommendations area plus a shop-all/brand footer area. Overall, the interface shifts from a generic merchandise listing to a detailed, interactive product/campaign presentation."
}The ARIA tree does include a section labeled 'SELECT A STYLE' with multiple radio options, indicating there are multiple styles. However, the specific names or labels for each style option are not provided in the source material, only that there are eight unnamed style options with one default selected. Because the required style labels are not present, I cannot accurately enumerate them.
Accessibility Tree:
<RootWebArea name="arXiv Logo Shirt | Bonfire" id="1" focusable="True" focused="True">
<generic id="4">
<generic id="6">
<alertdialog name="Cookie Consent Prompt" id="7" modal="False">
<generic id="10">We use essential cookies to make our site work. With your consent, we may also use non-essential cookies to improve user experience, personalize content, customize advertisements, and analyze website traffic. For these reasons, we may share your site usage data with our social media, advertising, and analytics partners. By clicking ”Accept,” you agree to our website's cookie use as described in our . You can change your cookie settings at any time by clicking “.”<button id="17" focusable="True">Cookie Policy</button>
<button id="23" focusable="True">Preferences</button>
</generic>
<button id="29" invalid="false" focusable="True">Preferences</button>
<button id="32" invalid="false" focusable="True">Decline</button>
<button id="35" invalid="false" focusable="True">Accept</button>
</alertdialog>
</generic>
</generic>
<generic id="38">
<generic id="40">
<banner id="44">
<generic id="45">
<generic id="47">
<link id="48" focusable="True">Skip to content</link>
<navigation name="Main" id="51">
<menuitem name="Main menu" id="52" invalid="false" focusable="True" hasPopup="menu">
<generic id="57">MENU</generic>
</menuitem>
</navigation>
<search id="64">
<LabelText id="65">Search Bonfire</LabelText>
<searchbox name="Search Bonfire" id="69" invalid="false" focusable="True" editable="plaintext" settable="True" labelledby="" />
<image name="Search icon" id="73" />
</search>
</generic>
<generic id="75">
<link name="Bonfire homepage" id="76" focusable="True" />
</generic>
<navigation name="User menu" id="77">
<button id="79" invalid="false" focusable="True">Log in</button>
<link name="" id="87" focusable="True">
<generic id="88">Cart</generic>
</link>
</navigation>
</generic>
</banner>
</generic>
<main id="91">
<generic id="94">
<generic id="95">
<generic id="97">
<generic id="100">
<generic id="101">
<image id="103" />
<figure id="104">
<image name="arXiv Logo Shirt, a Solid White Blend Premium Unisex Tee" id="105" />
<generic id="106">
<generic id="107">
<link name="" id="108" focusable="True">
<image name="arXiv Logo Shirt, a Solid White Blend Premium Unisex Tee" id="110" />
</link>
<link name="" id="111" focusable="True">
<image name="arXiv Logo Shirt, a Solid White Blend Premium Unisex Tee (back-view)" id="113" />
</link>
</generic>
</generic>
</figure>
</generic>
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<emphasis id="320">mathematics</emphasis>
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<listitem id="325" level="1">If a journal reference search does contain a wildcard, only exact phrases entered will be matched. For example, would match or but or .<ListMarker name="• " id="326" />
<strong id="330">not</strong>
<strong id="335">math</strong>
<emphasis id="340">math</emphasis>
<emphasis id="345">math and science</emphasis>
<emphasis id="350">maths</emphasis>
<emphasis id="355">mathematics</emphasis>
</listitem>
<listitem id="360" level="1">All journal reference searches that do not contain a wildcard are literal searches: a search for will match all papers with journal references containing , but a search for will only return the paper with journal reference .<ListMarker name="• " id="361" />
<strong id="365">Physica A</strong>
<emphasis id="371">Physica A</emphasis>
<strong id="376">Physica A, 245 (1997) 181</strong>
<emphasis id="381">Physica A, 245 (1997) 181</emphasis>
</listitem>
</list>
</main>
<contentinfo id="386">
<navigation name="Secondary" id="387">
<list id="391">
<listitem id="392" level="1">
<link id="393" focusable="True">About</link>
</listitem>
<listitem id="396" level="1">
<link id="397" focusable="True">Help</link>
</listitem>
</list>
<list id="401">
<listitem id="402" level="1">
<link id="403" focusable="True">Contact</link>
</listitem>
<listitem id="406" level="1">
<link id="407" focusable="True">Subscribe</link>
</listitem>
</list>
<list id="413">
<listitem id="414" level="1">
<link id="415" focusable="True">Copyright</link>
</listitem>
<listitem id="418" level="1">
<link id="419" focusable="True">Privacy Policy</link>
</listitem>
</list>
<list id="423">
<listitem id="424" level="1">
<link id="425" focusable="True">Web Accessibility Assistance</link>
</listitem>
<listitem id="428" level="1">
<paragraph id="429">Get status notifications via or<link id="430" focusable="True">arXiv Operational Status </link>
<LineBreak name="" id="433">
<InlineTextBox name=" " id="434" />
</LineBreak>
<link id="437" focusable="True">email</link>
<link id="442" focusable="True">slack</link>
</paragraph>
</listitem>
</list>
</navigation>
</contentinfo>
</RootWebArea>{
"explanation": "**Planning dropdown selection**\n\nI need to select \"Title\" from a dropdown and click the Search button. There's an ARIA tree with a combobox containing the Title option. The task indicates I should select Title from the top search bar. Since there's no explicit \"open dropdown\" action, I can simply click the combobox to open it and then select Title. After that, I’ll click the Search button. The sequence involves clicks on three elements: the combobox, the Title option, and the Search button. **Executing tool calls**\n\nI’ve determined that I need to proceed with three sequential tool calls using functions.ClickTool. This means I’ll be calling the function three times in a row. It seems straightforward, so I won't overthink this — just execute each click in order. I’ll follow through and perform these actions to ensure everything works smoothly. Let's keep it efficient!",
"performed_steps": [
{
"name": "Select \"Title\" from the field dropdown and click the Search button",
"tools": [
"ClickTool(id='52')"
]
}
],
"changes": "URL did not change. The focus moved to the search field in the UI. The combobox now includes an explicit focused state (focused=\"True\"), indicating the field is currently active. In the dropdown popup, the popup element gained an activedescendant attribute (activedescendant=\"\"), while the combobox previously did not expose this attribute. The list of options remains the same, with \"All fields\" still selected."
}{
"explanation": "**Executing search steps**\n\nI need to search for \"SimCSE\" by selecting \"Title\" from the dropdown in the search form and then clicking the Search button. First, I’ll interact with the combobox field and set \"Title\" as the selected option. After that, I’ll click the Search button. I have IDs for these elements, and it looks like I need to navigate carefully through them to ensure I select the correct option and execute the search successfully. **Navigating the search form**\n\nI see that I need to use the search form located in the main content area. This includes interacting with a combobox with ID 110, where \"All fields\" is selected by default. I’ll need to open this combobox and select \"Title,\" which is option 113. The textbox already has \"SimCSE\" populated from ID 104. After that, I’ll click the Search button with ID 129 to execute the search. So, it’s about clicking to open the options and selecting the appropriate choice! **Planning tool actions**\n\nI see that I have to use ClickTool to interact with elements by their IDs. I’ll approach this sequentially to avoid any issues. First, I need to click the combobox with ID 110, and then select option 113. After that, I’ll click the button with ID 129 to execute the search. It looks like I’ll be making three separate calls to functions.ClickTool. Once these actions are complete, I might want to confirm any changes made. Let’s get this done!",
"performed_steps": [
{
"name": "In the search form in the main content area, select \"Title\" from the field dropdown and click the Search button to search for SimCSE",
"tools": [
"ClickTool(id='110')"
]
}
],
"changes": "URL did not change. A field search combobox and its popup were updated to adjust focus and labeling semantics. In the first change, the focused state on the combobox was removed and the popup no longer exposes an active descendant, simplifying the focus tracking. In the second change, the combobox gains an explicit focused state and a labelledby attribute, while the popup now exposes an activedescendant attribute. Additionally, the last option text changed from \"Author\" to \"Author(s)\", refining the search-field options."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/?searchtype=ti&query=SimCSE&start=0",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=ti&query=SimCSE&start=0')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=ti&query=SimCSE&start=0. A few small cleanup changes to the accessibility tree tighten up how content is presented and narrated. The line break elements are now embedded inline as LineBreak with a name attribute, instead of using an extra InlineTextBox, and an existing empty LineBreak is removed in favor of a single, explicit break. Additionally, the combobox no longer carries a focused/active state (focused and activedescendant were removed), and the MenuListPopup is presented as an empty container rather than carrying an activedescendant value. In the surrounding paragraph, the extra empty line-break and InlineTextBox were removed, leaving a single LineBreak with a defined name."
}Timeout after 15s waiting for: search results to appear Last check: The provided material is an accessibility tree and page structure; it does not state a boolean about whether search results appear. Therefore, the requested information is not present.
{
"explanation": "",
"performed_steps": [
{
"name": "Press Enter key in the search textbox to submit the search",
"tools": [
"PressKeyTool(key='Enter')"
]
}
],
"changes": "URL did not change. There were two small changes that wrap line breaks with an inline text box. In both places, a plain LineBreak that previously carried a newline entity was replaced with a LineBreak that has an empty name and contains an InlineTextBox holding the newline code. As a result, the visible text flow remains the same, but the line breaks are now represented by an explicit inline box, which may improve accessibility handling of the newline characters in those sections (acknowledgments and status notification paragraph)."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to the URL using the NavigateToUrlTool. It seems that no interaction with elements is required, so I'll just call the tool directly. I don't think I need to use multi_tool_use.parallel for this since it's a straightforward task. After navigating, I'll confirm that I've done it. I’m ready to perform that action now!",
"performed_steps": [
{
"name": "Navigate to the URL: https://arxiv.org/search/?query=SimCSE&searchtype=ti",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?query=SimCSE&searchtype=ti')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?query=SimCSE&searchtype=ti. A minor content formatting simplification was applied to two text blocks. In both places, an inline text box nested inside a line break was removed and the line break is now represented directly as a standalone LineBreak containing the newline marker. As a result, the paragraphs that previously broke lines via an embedded InlineTextBox will render with the line break handled by a single LineBreak element, keeping the visible text content the same but with a cleaner accessibility structure. The interactive links (member institutions, Donate, email, slack) remain unchanged."
}NOOP
Check failed! The page content includes a search input prefilled with SimCSE under the 'Search term or terms' field, but there is no list of search results shown in the provided content. Therefore it does not display search results for SimCSE.
{
"explanation": "**Executing search actions**\n\nI need to make sure the field selector shows \"Title\" and that the search box has \"SimCSE\" in it. There’s a combobox where I see the current selection is \"All fields,\" but we want to change that to \"Title.\" The textbox also shows \"SimCSE\" correctly, so that's good. Now, I’ll go ahead and select \"Title\" from the dropdown and confirm the textbox value. Afterwards, I think I'll click the top Search button since it seems most logical. Let’s do this! **Performing sequential interactions**\n\nI’ll first ensure the \"Title\" is selected, then open the combobox to choose option 55. I need to verify that the textbox already contains \"SimCSE\" before moving on to click the search button 71. Instead of hovering, I'm thinking of using the ClickTool on the combobox. I’ll make two clicks: one to open the combobox and another to select option 55. Finally, I’ll click the search button 71. I’ll do these actions sequentially to ensure everything is set correctly.",
"performed_steps": [
{
"name": "In the search form, make sure the field selector shows \"Title\", the search box contains \"SimCSE\", then click the Search button",
"tools": [
"ClickTool(id='52')"
]
}
],
"changes": "URL did not change. The focus moved to the search field in the UI. The combobox now includes an explicit focused state (focused=\"True\"), indicating the field is currently active. In the dropdown popup, the popup element gained an activedescendant attribute (activedescendant=\"\"), while the combobox previously did not expose this attribute. The list of options remains the same, with \"All fields\" still selected."
}{
"explanation": "",
"performed_steps": [
{
"name": "Execute JavaScript: window.location.href = 'https://arxiv.org/search/?query=SimCSE&searchtype=ti&submit=Go'",
"tools": [
"ExecuteJavascriptTool(script='window.location.href = 'https://arxiv.org/search/?query=SimCSE&searchtype=ti&submit=Go'')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?query=SimCSE&searchtype=ti&submit=Go. The change stream shows small accessibility-cleanup updates to the page content rather than new features. In the acknowledgement area, a line break that previously used a separate InlineTextBox element has been simplified so the LineBreak now carries the newline as a name attribute, reducing nesting and making the break more inline-visible. In the search UI, the combobox’s popup handling is streamlined: the MenuListPopup no longer exposes activedescendant and focused state attributes, and the popup container is presented in a simpler form. Finally, within the status notifications, another line break is condensed so the newline is embedded in the LineBreak’s name attribute rather than wrapped in an InlineTextBox, tidying up the structure without changing visible text."
}Timeout after 10s waiting for: 5 Last check: The query asks whether '5' is true or false, but the provided ARIA tree and page content do not include any proposition or boolean statement about '5'. Therefore the requested information cannot be determined from the source.
No text showing the number of search results or articles found is present in the provided screenshot and accessible content. The page shows a search field with the term 'SimCSE' and various help/tips sections, but no results count text.
Accessibility Tree:
<RootWebArea name="Search | arXiv e-print repository" id="1" focusable="True" focused="True">
<banner id="4">
<link id="5" focusable="True">Skip to main content</link>
<banner id="8">
<link name="" id="10" focusable="True">
<image name="logo" id="11" />
</link>
<generic id="14">We gratefully acknowledge support fromthe Simons Foundation, , and all contributors.<LineBreak name="" id="17">
<InlineTextBox name=" " id="18" />
</LineBreak>
<link id="21" focusable="True">member institutions</link>
<link id="26" focusable="True">Donate</link>
</generic>
</banner>
<link name="arxiv-" id="32" focusable="True">
<image name="logo" id="33" />
</link>
<generic id="35">
<generic id="37">
<textbox name="Search term or terms" id="38" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="False" />
<paragraph id="41">|<link id="42" focusable="True">Help</link>
<link id="47" focusable="True">Advanced Search</link>
</paragraph>
</generic>
<generic id="50">
<generic id="51">
<combobox name="Field to search" id="52" invalid="false" focusable="True" hasPopup="menu">
<MenuListPopup id="53">
<option name="All fields" id="54" focusable="True" selected="True" />
<option name="Title" id="55" focusable="True" selected="False" />
<option name="Author" id="56" focusable="True" selected="False" />
<option name="Abstract" id="57" focusable="True" selected="False" />
<option name="Comments" id="58" focusable="True" selected="False" />
<option name="Journal reference" id="59" focusable="True" selected="False" />
<option name="ACM classification" id="60" focusable="True" selected="False" />
<option name="MSC classification" id="61" focusable="True" selected="False" />
<option name="Report number" id="62" focusable="True" selected="False" />
<option name="arXiv identifier" id="63" focusable="True" selected="False" />
<option name="DOI" id="64" focusable="True" selected="False" />
<option name="ORCID" id="65" focusable="True" selected="False" />
<option name="arXiv author ID" id="66" focusable="True" selected="False" />
<option name="Help pages" id="67" focusable="True" selected="False" />
<option name="Full text" id="68" focusable="True" selected="False" />
</MenuListPopup>
</combobox>
<generic id="69"> </generic>
</generic>
</generic>
<button id="71" invalid="false" focusable="True">Search</button>
</generic>
<generic id="74">
<navigation name="User menu" id="75">
<link id="76" focusable="True">Login</link>
</navigation>
</generic>
</banner>
<main id="79">
<heading id="82" level="1">Search</heading>
<link id="87" focusable="True">Search v0.5.6 released 2020-02-24</link>
<generic id="93">
<generic id="95">
<LabelText id="96">Search term or terms</LabelText>
<textbox name="Search term or terms" id="102" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="False" labelledby="">
<generic id="104" editable="plaintext">SimCSE</generic>
</textbox>
</generic>
<generic id="107">
<combobox id="110" invalid="false" focusable="True" hasPopup="menu" labelledby="">
<MenuListPopup id="111">
<option name="All fields" id="112" focusable="True" selected="True" />
<option name="Title" id="113" focusable="True" selected="False" />
<option name="Author(s)" id="114" focusable="True" selected="False" />
<option name="Abstract" id="115" focusable="True" selected="False" />
<option name="Comments" id="116" focusable="True" selected="False" />
<option name="Journal reference" id="117" focusable="True" selected="False" />
<option name="ACM classification" id="118" focusable="True" selected="False" />
<option name="MSC classification" id="119" focusable="True" selected="False" />
<option name="Report number" id="120" focusable="True" selected="False" />
<option name="arXiv identifier" id="121" focusable="True" selected="False" />
<option name="DOI" id="122" focusable="True" selected="False" />
<option name="ORCID" id="123" focusable="True" selected="False" />
<option name="License (URI)" id="124" focusable="True" selected="False" />
<option name="arXiv author ID" id="125" focusable="True" selected="False" />
<option name="Help pages" id="126" focusable="True" selected="False" />
<option name="Full text" id="127" focusable="True" selected="False" />
</MenuListPopup>
</combobox>
</generic>
<generic id="128">
<button id="129" invalid="false" focusable="True">Search</button>
</generic>
<generic id="133">
<radio name=" Show abstracts" id="135" invalid="false" focusable="True" checked="true" labelledby="" />
<radio name=" Hide abstracts" id="138" invalid="false" focusable="True" checked="false" labelledby="" />
</generic>
<generic id="141">
<link id="142" focusable="True">Advanced Search</link>
</generic>
</generic>
<article id="145">
<generic id="146">
<heading id="147" level="4">Searching by Author Name</heading>
</generic>
<list id="151">
<listitem id="152" level="1">Using the produces best results for author name searches.<ListMarker name="• " id="153" />
<strong id="157">Author(s) field</strong>
</listitem>
<listitem id="162" level="1">For the most precise name search, follow or pattern: example Hawking, S or Hawking, Stephen<ListMarker name="• " id="163" />
<strong id="167">surname(s), forename(s)</strong>
<strong id="172">surname(s), initial(s)</strong>
</listitem>
<listitem id="178" level="1">For best results on multiple author names, (semicolon). Example: Jin, D S; Ye, J<ListMarker name="• " id="179" />
<strong id="183">separate individuals with a ;</strong>
</listitem>
<listitem id="188" level="1">Author names enclosed in quotes will return only . For example, "Stephen Hawking" will not return matches for Stephen W. Hawking.<ListMarker name="• " id="189" />
<strong id="193">exact matches</strong>
</listitem>
<listitem id="199" level="1">Diacritic character variants are automatically searched in the Author(s) field.<ListMarker name="• " id="200" />
</listitem>
<listitem id="204" level="1">Queries with no punctuation will treat each term independently.<ListMarker name="• " id="205" />
</listitem>
</list>
</article>
<article id="209">
<generic id="210">
<heading id="211" level="4">Searching by subcategory</heading>
</generic>
<list id="215">
<listitem id="216" level="1">To search within a subcategory select .<ListMarker name="• " id="217" />
<strong id="221">All fields</strong>
</listitem>
<listitem id="226" level="1">A subcategory search can be combined with an author or keyword search by clicking on in advanced search.<ListMarker name="• " id="227" />
<strong id="231">add another term</strong>
</listitem>
</list>
</article>
<heading id="236" level="2">Tips</heading>
<paragraph id="239">Wildcards:</paragraph>
<list id="242">
<listitem id="243" level="1">Use ? to replace a single character or * to replace any number of characters.<ListMarker name="• " id="244" />
</listitem>
<listitem id="248" level="1">Can be used in any field, but not in the first character position. See Journal References tips for exceptions.<ListMarker name="• " id="249" />
</listitem>
</list>
<paragraph id="253">Expressions:</paragraph>
<list id="256">
<listitem id="257" level="1">TeX expressions can be searched, enclosed in single $ characters.<ListMarker name="• " id="258" />
</listitem>
</list>
<paragraph id="262">Phrases:</paragraph>
<list id="265">
<listitem id="266" level="1">Enclose phrases in double quotes for exact matches in title, abstract, and comments.<ListMarker name="• " id="267" />
</listitem>
</list>
<paragraph id="271">Dates:</paragraph>
<list id="274">
<listitem id="275" level="1">Sorting by announcement date will use the year and month the (v1) of the paper was announced.<ListMarker name="• " id="276" />
<emphasis id="280">original version</emphasis>
</listitem>
<listitem id="285" level="1">Sorting by submission date will use the year, month and day the of the paper was submitted.<ListMarker name="• " id="286" />
<emphasis id="290">latest version</emphasis>
</listitem>
</list>
<paragraph id="295">Journal References:</paragraph>
<list id="298">
<listitem id="299" level="1">If a journal reference search contains a wildcard, matches will be made using wildcard matching as expected. For example, will match , , .<ListMarker name="• " id="300" />
<strong id="304">math*</strong>
<emphasis id="310">math</emphasis>
<emphasis id="315">maths</emphasis>
<emphasis id="320">mathematics</emphasis>
</listitem>
<listitem id="325" level="1">If a journal reference search does contain a wildcard, only exact phrases entered will be matched. For example, would match or but or .<ListMarker name="• " id="326" />
<strong id="330">not</strong>
<strong id="335">math</strong>
<emphasis id="340">math</emphasis>
<emphasis id="345">math and science</emphasis>
<emphasis id="350">maths</emphasis>
<emphasis id="355">mathematics</emphasis>
</listitem>
<listitem id="360" level="1">All journal reference searches that do not contain a wildcard are literal searches: a search for will match all papers with journal references containing , but a search for will only return the paper with journal reference .<ListMarker name="• " id="361" />
<strong id="365">Physica A</strong>
<emphasis id="371">Physica A</emphasis>
<strong id="376">Physica A, 245 (1997) 181</strong>
<emphasis id="381">Physica A, 245 (1997) 181</emphasis>
</listitem>
</list>
</main>
<contentinfo id="386">
<navigation name="Secondary" id="387">
<list id="391">
<listitem id="392" level="1">
<link id="393" focusable="True">About</link>
</listitem>
<listitem id="396" level="1">
<link id="397" focusable="True">Help</link>
</listitem>
</list>
<list id="401">
<listitem id="402" level="1">
<link id="403" focusable="True">Contact</link>
</listitem>
<listitem id="406" level="1">
<link id="407" focusable="True">Subscribe</link>
</listitem>
</list>
<list id="413">
<listitem id="414" level="1">
<link id="415" focusable="True">Copyright</link>
</listitem>
<listitem id="418" level="1">
<link id="419" focusable="True">Privacy Policy</link>
</listitem>
</list>
<list id="423">
<listitem id="424" level="1">
<link id="425" focusable="True">Web Accessibility Assistance</link>
</listitem>
<listitem id="428" level="1">
<paragraph id="429">Get status notifications via or<link id="430" focusable="True">arXiv Operational Status </link>
<LineBreak name="" id="433">
<InlineTextBox name=" " id="434" />
</LineBreak>
<link id="437" focusable="True">email</link>
<link id="442" focusable="True">slack</link>
</paragraph>
</listitem>
</list>
</navigation>
</contentinfo>
</RootWebArea>{
"explanation": "**Executing JavaScript for form submission**\n\nI need to run some JavaScript to submit the search form by using `document.querySelector('form').submit()`. I’ll use the ExecuteJavascriptTool to do this. I see the form element in the ARIA tree, which is helpful. So, I'll prepare to call the tool with the necessary script. The key part is to use `functions.ExecuteJavascriptTool` and include the script, then confirm the action. Alright, let’s get this done!",
"performed_steps": [
{
"name": "Execute JavaScript to submit the search form: document.querySelector('form').submit()",
"tools": [
"ExecuteJavascriptTool(script='document.querySelector('form').submit()')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?query=&searchtype=all&source=header. A few small formatting and validation changes were made to the content instead of major navigation changes. The line breaks that previously included an InlineTextBox element are now represented directly on the LineBreak with the newline character in its name, effectively simplifying the markup around line breaks. In the search area, a user-facing validation message was added: the search term textbox now shows a generic line reading “Field must be at least 1 character long.” while the previous nested content inside the textbox was removed, implying a validation state rather than a placeholder value. Additionally, a similar minor formatting simplification occurred around a line break in the status paragraph, converting the embedded InlineTextBox to a LineBreak with a newline name attribute."
}{
"explanation": "**Organizing tool calls**\n\nI need to use ClickTool to open combobox 91 and then select option 94. After that, I’ll click the Search button, which is button 110. I'll take a sequential approach for these tool calls, so I don't get mixed up. I might also consider if multi_tool_use.parallel would be better, but it seems like these steps are meant to be done one after the other. First, I’ll type “SimCSE” using functions.TypeTool with id 83, then proceed with the clicks!",
"performed_steps": [
{
"name": "Type \"SimCSE\" in the search term textbox, then select \"Title\" from the field dropdown, then click the Search button",
"tools": [
"TypeTool(id='83', text='SimCSE')"
]
}
],
"changes": "URL did not change. A content formatting and prefill update was applied to several text areas. The header acknowledgments now insert a line break via a LineBreak that contains an InlineTextBox, instead of a plain LineBreak, affecting how the line is rendered. In the search area, the search textbox now has focus by default and includes pre-filled text \"SimCSE\" as inline content, making it the active field with a preset value. In the status/notification paragraph, a LineBreak is similarly augmented with an InlineTextBox for the line break, aligning with the new inline handling approach."
}{
"explanation": "**Planning the search process**\n\nI need to select \"Title\" from the dropdown field and then click the Search button. I'll interact with the ARIA tree elements using specific IDs. First, I'll open the combobox to select the \"Title\" option. Then, I'll click the \"Search\" button. \n\nIt seems I’ll be performing these actions sequentially. So, the plan is to use ClickTool for the combobox first, choose the option, and finally click the Search button. I’ll ensure everything flows smoothly!",
"performed_steps": [
{
"name": "Select \"Title\" from the field type dropdown, then click the Search button",
"tools": [
"ClickTool(id='52')"
]
}
],
"changes": "URL did not change. A user focus moved between controls during navigation. The combobox for the search field now appears to be focused (focused=\"True\"), and its popup now tracks an active descendant with an activedescendant attribute added to the popup. Separately, the text box for the search term lost its focused state (focused=\"True\" removed), while its other properties remain the same. The inner placeholder text (“SimCSE”) remains unchanged."
}{
"explanation": "**Executing JavaScript commands**\n\nI need to execute JavaScript on a webpage, specifically, selecting all forms, getting the last one, setting its select value to 'ti,' and submitting it. It seems there's no direct JS execution tool, but I found the ExecuteJavascriptTool. I’ll need to ensure the last form exists before running the tool. I’ll pass the required script as JSON and respond with confirmation. I'll double-check that the forms array exists too! Alright, let's get started!",
"performed_steps": [
{
"name": "Execute JavaScript: var forms = document.querySelectorAll('form'); forms[forms.length-1].querySelector('select').value = 'ti'; forms[forms.length-1].submit()",
"tools": [
"ExecuteJavascriptTool(script='var forms = document.querySelectorAll('form'); if(forms.length>0){ var f = forms[forms.length-1]; var sel = f.querySelector('select'); if(sel){ sel.value='ti'; f.submit(); } }')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?query=SimCSE&abstracts=show&order=-announced_date_first&size=50. The changes streamline several accessibility elements without altering the visible structure much. The acknowledgment block previously included a nested LineBreak with an InlineTextBox inside a generic container; this was simplified to a single LineBreak with the line break character. Also, the search field UI was slightly adjusted: the combobox lost the focused=\"True\" and the explicit activedescendant attribute on its popup, and the MenuListPopup is now rendered without the activedescendant detail. A warning message line (\"Field must be at least 1 character long.\") was removed from the form. Lastly, a LineBreak inside the status paragraph was simplified from a nested structure to a single LineBreak with the line break character."
}NOOP
Accessibility Tree:
<RootWebArea name="Search | arXiv e-print repository" id="1" focusable="True" focused="True">
<banner id="4">
<link id="5" focusable="True">Skip to main content</link>
<banner id="8">
<link name="" id="10" focusable="True">
<image name="logo" id="11" />
</link>
<generic id="14">We gratefully acknowledge support fromthe Simons Foundation, , and all contributors.<LineBreak name="" id="17">
<InlineTextBox name=" " id="18" />
</LineBreak>
<link id="21" focusable="True">member institutions</link>
<link id="26" focusable="True">Donate</link>
</generic>
</banner>
<link name="arxiv-" id="32" focusable="True">
<image name="logo" id="33" />
</link>
<generic id="35">
<generic id="37">
<textbox name="Search term or terms" id="38" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="False" />
<paragraph id="41">|<link id="42" focusable="True">Help</link>
<link id="47" focusable="True">Advanced Search</link>
</paragraph>
</generic>
<generic id="50">
<generic id="51">
<combobox name="Field to search" id="52" invalid="false" focusable="True" hasPopup="menu">
<MenuListPopup id="53">
<option name="All fields" id="54" focusable="True" selected="True" />
<option name="Title" id="55" focusable="True" selected="False" />
<option name="Author" id="56" focusable="True" selected="False" />
<option name="Abstract" id="57" focusable="True" selected="False" />
<option name="Comments" id="58" focusable="True" selected="False" />
<option name="Journal reference" id="59" focusable="True" selected="False" />
<option name="ACM classification" id="60" focusable="True" selected="False" />
<option name="MSC classification" id="61" focusable="True" selected="False" />
<option name="Report number" id="62" focusable="True" selected="False" />
<option name="arXiv identifier" id="63" focusable="True" selected="False" />
<option name="DOI" id="64" focusable="True" selected="False" />
<option name="ORCID" id="65" focusable="True" selected="False" />
<option name="arXiv author ID" id="66" focusable="True" selected="False" />
<option name="Help pages" id="67" focusable="True" selected="False" />
<option name="Full text" id="68" focusable="True" selected="False" />
</MenuListPopup>
</combobox>
<generic id="69"> </generic>
</generic>
</generic>
<button id="71" invalid="false" focusable="True">Search</button>
</generic>
<generic id="74">
<navigation name="User menu" id="75">
<link id="76" focusable="True">Login</link>
</navigation>
</generic>
</banner>
<main id="79">
<heading id="82" level="1">Search</heading>
<link id="87" focusable="True">Search v0.5.6 released 2020-02-24</link>
<generic id="93">
<generic id="95">
<LabelText id="96">Search term or terms</LabelText>
<textbox name="Search term or terms" id="102" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="False" labelledby="">
<generic id="104" editable="plaintext">SimCSE</generic>
</textbox>
</generic>
<generic id="107">
<combobox id="110" invalid="false" focusable="True" hasPopup="menu" labelledby="">
<MenuListPopup id="111">
<option name="All fields" id="112" focusable="True" selected="True" />
<option name="Title" id="113" focusable="True" selected="False" />
<option name="Author(s)" id="114" focusable="True" selected="False" />
<option name="Abstract" id="115" focusable="True" selected="False" />
<option name="Comments" id="116" focusable="True" selected="False" />
<option name="Journal reference" id="117" focusable="True" selected="False" />
<option name="ACM classification" id="118" focusable="True" selected="False" />
<option name="MSC classification" id="119" focusable="True" selected="False" />
<option name="Report number" id="120" focusable="True" selected="False" />
<option name="arXiv identifier" id="121" focusable="True" selected="False" />
<option name="DOI" id="122" focusable="True" selected="False" />
<option name="ORCID" id="123" focusable="True" selected="False" />
<option name="License (URI)" id="124" focusable="True" selected="False" />
<option name="arXiv author ID" id="125" focusable="True" selected="False" />
<option name="Help pages" id="126" focusable="True" selected="False" />
<option name="Full text" id="127" focusable="True" selected="False" />
</MenuListPopup>
</combobox>
</generic>
<generic id="128">
<button id="129" invalid="false" focusable="True">Search</button>
</generic>
<generic id="133">
<radio name=" Show abstracts" id="135" invalid="false" focusable="True" checked="true" labelledby="" />
<radio name=" Hide abstracts" id="138" invalid="false" focusable="True" checked="false" labelledby="" />
</generic>
<generic id="141">
<link id="142" focusable="True">Advanced Search</link>
</generic>
</generic>
<article id="145">
<generic id="146">
<heading id="147" level="4">Searching by Author Name</heading>
</generic>
<list id="151">
<listitem id="152" level="1">Using the produces best results for author name searches.<ListMarker name="• " id="153" />
<strong id="157">Author(s) field</strong>
</listitem>
<listitem id="162" level="1">For the most precise name search, follow or pattern: example Hawking, S or Hawking, Stephen<ListMarker name="• " id="163" />
<strong id="167">surname(s), forename(s)</strong>
<strong id="172">surname(s), initial(s)</strong>
</listitem>
<listitem id="178" level="1">For best results on multiple author names, (semicolon). Example: Jin, D S; Ye, J<ListMarker name="• " id="179" />
<strong id="183">separate individuals with a ;</strong>
</listitem>
<listitem id="188" level="1">Author names enclosed in quotes will return only . For example, "Stephen Hawking" will not return matches for Stephen W. Hawking.<ListMarker name="• " id="189" />
<strong id="193">exact matches</strong>
</listitem>
<listitem id="199" level="1">Diacritic character variants are automatically searched in the Author(s) field.<ListMarker name="• " id="200" />
</listitem>
<listitem id="204" level="1">Queries with no punctuation will treat each term independently.<ListMarker name="• " id="205" />
</listitem>
</list>
</article>
<article id="209">
<generic id="210">
<heading id="211" level="4">Searching by subcategory</heading>
</generic>
<list id="215">
<listitem id="216" level="1">To search within a subcategory select .<ListMarker name="• " id="217" />
<strong id="221">All fields</strong>
</listitem>
<listitem id="226" level="1">A subcategory search can be combined with an author or keyword search by clicking on in advanced search.<ListMarker name="• " id="227" />
<strong id="231">add another term</strong>
</listitem>
</list>
</article>
<heading id="236" level="2">Tips</heading>
<paragraph id="239">Wildcards:</paragraph>
<list id="242">
<listitem id="243" level="1">Use ? to replace a single character or * to replace any number of characters.<ListMarker name="• " id="244" />
</listitem>
<listitem id="248" level="1">Can be used in any field, but not in the first character position. See Journal References tips for exceptions.<ListMarker name="• " id="249" />
</listitem>
</list>
<paragraph id="253">Expressions:</paragraph>
<list id="256">
<listitem id="257" level="1">TeX expressions can be searched, enclosed in single $ characters.<ListMarker name="• " id="258" />
</listitem>
</list>
<paragraph id="262">Phrases:</paragraph>
<list id="265">
<listitem id="266" level="1">Enclose phrases in double quotes for exact matches in title, abstract, and comments.<ListMarker name="• " id="267" />
</listitem>
</list>
<paragraph id="271">Dates:</paragraph>
<list id="274">
<listitem id="275" level="1">Sorting by announcement date will use the year and month the (v1) of the paper was announced.<ListMarker name="• " id="276" />
<emphasis id="280">original version</emphasis>
</listitem>
<listitem id="285" level="1">Sorting by submission date will use the year, month and day the of the paper was submitted.<ListMarker name="• " id="286" />
<emphasis id="290">latest version</emphasis>
</listitem>
</list>
<paragraph id="295">Journal References:</paragraph>
<list id="298">
<listitem id="299" level="1">If a journal reference search contains a wildcard, matches will be made using wildcard matching as expected. For example, will match , , .<ListMarker name="• " id="300" />
<strong id="304">math*</strong>
<emphasis id="310">math</emphasis>
<emphasis id="315">maths</emphasis>
<emphasis id="320">mathematics</emphasis>
</listitem>
<listitem id="325" level="1">If a journal reference search does contain a wildcard, only exact phrases entered will be matched. For example, would match or but or .<ListMarker name="• " id="326" />
<strong id="330">not</strong>
<strong id="335">math</strong>
<emphasis id="340">math</emphasis>
<emphasis id="345">math and science</emphasis>
<emphasis id="350">maths</emphasis>
<emphasis id="355">mathematics</emphasis>
</listitem>
<listitem id="360" level="1">All journal reference searches that do not contain a wildcard are literal searches: a search for will match all papers with journal references containing , but a search for will only return the paper with journal reference .<ListMarker name="• " id="361" />
<strong id="365">Physica A</strong>
<emphasis id="371">Physica A</emphasis>
<strong id="376">Physica A, 245 (1997) 181</strong>
<emphasis id="381">Physica A, 245 (1997) 181</emphasis>
</listitem>
</list>
</main>
<contentinfo id="386">
<navigation name="Secondary" id="387">
<list id="391">
<listitem id="392" level="1">
<link id="393" focusable="True">About</link>
</listitem>
<listitem id="396" level="1">
<link id="397" focusable="True">Help</link>
</listitem>
</list>
<list id="401">
<listitem id="402" level="1">
<link id="403" focusable="True">Contact</link>
</listitem>
<listitem id="406" level="1">
<link id="407" focusable="True">Subscribe</link>
</listitem>
</list>
<list id="413">
<listitem id="414" level="1">
<link id="415" focusable="True">Copyright</link>
</listitem>
<listitem id="418" level="1">
<link id="419" focusable="True">Privacy Policy</link>
</listitem>
</list>
<list id="423">
<listitem id="424" level="1">
<link id="425" focusable="True">Web Accessibility Assistance</link>
</listitem>
<listitem id="428" level="1">
<paragraph id="429">Get status notifications via or<link id="430" focusable="True">arXiv Operational Status </link>
<LineBreak name="" id="433">
<InlineTextBox name=" " id="434" />
</LineBreak>
<link id="437" focusable="True">email</link>
<link id="442" focusable="True">slack</link>
</paragraph>
</listitem>
</list>
</navigation>
</contentinfo>
</RootWebArea>{
"explanation": "",
"performed_steps": [
{
"name": "Execute JavaScript: window.location.replace('https://arxiv.org/search/?query=SimCSE&searchtype=ti&abstracts=show&order=-announced_date_first&size=50')",
"tools": [
"ExecuteJavascriptTool(script='window.location.replace('https://arxiv.org/search/?query=SimCSE&searchtype=ti&abstracts=show&order=-announced_date_first&size=50')')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?query=SimCSE&searchtype=ti&abstracts=show&order=-announced_date_first&size=50. A minor content formatting simplification was applied to two text blocks. In both places, an inline text box nested inside a line break was removed and the line break is now represented directly as a standalone LineBreak containing the newline marker. As a result, the paragraphs that previously broke lines via an embedded InlineTextBox will render with the line break handled by a single LineBreak element, keeping the visible text content the same but with a cleaner accessibility structure. The interactive links (member institutions, Donate, email, slack) remain unchanged."
}Timeout after 15s waiting for: search results to load Last check: The requested information does not appear in the provided webpage content or accessibility tree as a boolean statement about search results loading. Therefore, NOOP.
The provided page shows a help/guide interface for search and does not display any search results or article titles.
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://export.arxiv.org/api/query?search_query=ti:SimCSE&max_results=1&start=0",
"tools": [
"NavigateToUrlTool(url='https://export.arxiv.org/api/query?search_query=ti:SimCSE&max_results=1&start=0')"
]
}
],
"changes": "URL changed to https://export.arxiv.org/api/query?search_query=ti:SimCSE&max_results=1&start=0. The interface changed from a full arXiv search page to a bare feed view of API results. The extensive search UI (terms field, field chooser, advanced search, and the user menu) was removed in favor of a single, scrollable feed area. The content now shows a structured Atom/RSS-like feed containing one arXiv entry, including the paper title Japanese SimCSE Technical Report, authors, published date, a summary, and related links (abs, pdf). In short, the UI transition moves from an interactive search form to displaying the API result payload directly."
}5
Driver python-1772330132 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772330132 Token usage statistics: - Total: 173615 tokens (163745 input, 9870 output) - Cached: 86510 tokens (81103 input, 5407 output)



























Chrome driver started successfully (driver_id: python-1772330468) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to use the NavigateToUrlTool to get to the specific URL. Once I do that, I should report back that it's done. Wait, do I need to pause for anything? Hmm, I think I can just go ahead and perform the action. After that, I'll provide a concise final response. There's no need to get caught up in search results for this. Alright, let's call the tool!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/?searchtype=all&query=SimCSE&start=0 to search for articles with SimCSE",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=all&query=SimCSE&start=0')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=all&query=SimCSE&start=0. A full arXiv search results UI is now present. The page previously showed a blank root area, but the after state adds a complete header/banner, a prominent search bar with a Field-to-search dropdown, and a user menu with Login, turning the page into a functional search interface. Key visible changes include a banner with skip-to-content, logo, and donation/membership links; a main area showing “Showing 1–50 of 58 results for all: SimCSE” plus a rich set of search controls (search term input, field combobox with many options, per-page and sort controls, and a Go/Search button); and the results list populated with individual items (each with arXiv ID link, pdf/ps/other links, titles, authors, abstracts, and metadata). A bottom pagination control and a content-info/footer region with About/Help/Contact/Privacy links were also added."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to the advanced search URL. My plan is to use the NavigateToUrlTool with the specified URL. After I’ve done that, I’ll respond with confirmation to let the user know I’ve successfully navigated. It seems straightforward enough; there's no need to complicate it with additional steps. Let’s move forward and get this done!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/advanced to use advanced search with date filtering",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/advanced')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced. The page appears to have moved from a results-focused search view to an expanded advanced search interface. The root area title now reads “Advanced Search,” and a new “Simple Search” link appears, suggesting a toggle between modes. Content changes emphasize a redesigned, multi-section search form instead of a single query bar: the previous concise search term field and sorting/pagination controls have been replaced with grouped inputs for terms, field to search, and an extensive set of filters (author names, subcategories, date ranges, cross-list options, and subject checkboxes). In addition, users now see helper sections with guidance (Searching by Author Name, Searching by Subcategory) and tips for wildcards, phrases, and date/journal references."
}{
"explanation": "",
"performed_steps": [
{
"name": "Fill in the search form: type \"SimCSE\" in the search terms field, set date filter to \"announce_date_range\" from 2023-10-01 to 2023-10-31, then click the Search button",
"tools": [
"TypeTool(id='31', text='SimCSE')"
]
}
],
"changes": "URL did not change. The update primarily reorganizes and enriches form controls and inline text for accessibility. The search area now shows the actual default text inside the search box (SimCSE) and the box is explicitly marked as focused; line breaks are now represented with an InlineTextBox inside a LineBreak to improve assistive tech handling. Several option groups and radio controls are re-wrapped with LabelText containers to better pair labels with their inputs, and a few line-breaks have been adjusted to use an empty name while providing an InlineTextBox inside the LineBreak for consistent text rendering. Additionally, the “Get status notifications” area replaces a bare LineBreak with a LineBreak containing an InlineTextBox, aligning spacing semantics with the rest of the form."
}{
"explanation": "**Setting date parameters**\n\nI need to select the Date range radio button and specify the start and end dates as 2023-10-01 and 2023-10-31. The ID for the date range radio button is \"292.\" Inside the Date group, the \"From\" textbox has ID \"302,\" and the \"To\" textbox has ID \"311.\" So, the sequence of actions is to click on the radio button, then input the dates into the respective textboxes. I’ll use the ClickTool and TypeTool sequentially for this.",
"performed_steps": [
{
"name": "Select the \"Date range\" radio button for date filter, set the start date to 2023-10-01 and end date to 2023-10-31",
"tools": [
"ClickTool(id='292')"
]
}
],
"changes": "URL did not change. The default focus and selections have shifted in the date filtering UI. The search term textbox is no longer automatically focused on load, so users won't land in that field by default. At the same time, the date option states have changed: the All dates radio is now unchecked, while the Date range radio becomes the selected option and also receives focus."
}{
"explanation": "**Setting date inputs**\n\nI need to enter \"2023-10-01\" in the From date field and \"2023-10-31\" in the To date field. I have IDs to work with, and there's an existing textbox with ID 302 for the From date and ID 313 for the To date, which is currently empty. I’ll use TypeTool to set the text, focusing on From first, then To. It seems sequential is the better choice for these TypeTool calls. Let's make those adjustments!",
"performed_steps": [
{
"name": "Type \"2023-10-01\" in the From date field and \"2023-10-31\" in the To date field",
"tools": [
"TypeTool(id='302', text='2023-10-01')"
]
}
],
"changes": "URL did not change. A focused element changed within a date-range area, and the “From” field was pre-filled. The radio for Date range no longer has an explicit focused state (the focused attribute was removed), while the From textbox gained focus (focused=\"True\") and now includes a default value of 2023-10-01 as a child text node. This makes the date field appear pre-populated and active, whereas the previously focused radio is now not explicitly focused."
}{
"explanation": "**Typing date input**\n\nI need to enter \"2023-10-31\" in the \"To date\" field. There’s a textbox with id 313 that I should focus on before typing. The textbox is currently empty, so I’ll use the Tool TypeTool with that id to enter the date. The function will take care of focusing the element and typing the text at the same time. After that, I’ll provide a brief explanation and confirm it's done. Let’s move forward!",
"performed_steps": [
{
"name": "Type \"2023-10-31\" in the To date field",
"tools": [
"TypeTool(id='313', text='2023-10-31')"
]
}
],
"changes": "URL did not change. A date-range input region was updated to display default dates in the From and To fields. The To field now shows a value (2023-10-31) and is marked as focused, while the From field now contains its value (2023-10-01) inside the textbox without the prior focused state. Overall, both date inputs are prefilled with explicit dates, making the range visible to users. The content moved from being a plain placeholder to actual inner text within the textboxes, which may improve clarity for screen readers."
}{
"explanation": "**Executing search submission**\n\nI need to click the correct Search button to submit. There are two buttons labeled \"Search\" in the ARIA tree with ids 73 and 403. The instruction seems to point to the main Search button in the top block, which is likely id 73. I'll go ahead and choose to click id 73 using the function ClickTool. It doesn’t appear that any parallel action is necessary, so I’ll just proceed with that tool call after reasoning through the choice.",
"performed_steps": [
{
"name": "Click the Search button to submit the search",
"tools": [
"ClickTool(id='73')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?query=SimCSE&searchtype=all&source=header. The diff shows a shift from an Advanced Search page to a more results-focused Search view. The page title changes from “Advanced Search | arXiv e-print repository” to “Search | arXiv e-print repository” and the main content mode switches to displaying showing/search results with a heading like “Showing 1–50 of 58 results for all: SimCSE.” Key UI/content changes include replacing the complex multi-section advanced search form with streamlined controls: a labeled Search term textbox, a sort-by combobox, a results-per-page control, and a single Go button for submitting the search. The old tips and verbose sub-forms are removed, and pagination UI is simplified to Next and page-number links (Goto page 1, Page 2, etc.). Also, a small accessibility tweak fixes a LineBreak element to include a proper name attribute."
}{
"explanation": "**Navigating to URL**\n\nI'm planning to navigate to https://arxiv.org/search/advanced. I think I should use the NavigateToUrlTool for this specific URL. That seems straightforward enough! I'll go ahead and call the functions.NavigateToUrlTool. After that, I'll confirm the navigation to let everyone know it was successful. No need for parallel processing here. It looks like a clear path to follow! Let's get this done.",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/advanced",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/advanced')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced. The page appears to have moved from a results-focused search view to an expanded advanced search interface. The root area title now reads “Advanced Search,” and a new “Simple Search” link appears, suggesting a toggle between modes. Content changes emphasize a redesigned, multi-section search form instead of a single query bar: the previous concise search term field and sorting/pagination controls have been replaced with grouped inputs for terms, field to search, and an extensive set of filters (author names, subcategories, date ranges, cross-list options, and subject checkboxes). In addition, users now see helper sections with guidance (Searching by Author Name, Searching by Subcategory) and tips for wildcards, phrases, and date/journal references."
}{
"explanation": "**Clarifying search steps**\n\nI'm looking to perform some steps for an advanced search. First, I need to type \"SimCSE\" in the search terms field and select the date range. I'll fill in the From date as 2023-10-01 and To date as 2023-10-31 before clicking the Search button in the advanced search form—not the header! \n\nThere are specific IDs to identify: the search terms textbox is id 102, the date range radio is id 253, and I'll double-check the buttons for confirmation. **Sequencing advanced search actions**\n\nI need to clarify which \"Search\" button to use in the advanced search form. There are two buttons: id 134 near the term area and id 336 at the end. It seems the correct one is id 134, as it's the main search action for advanced terms. \n\nFirst, I'll use the TypeTool with id 102 to input \"SimCSE.\" For selecting the date range, I need to click the radio button with id 253 and type \"2023-10-01\" into the From textbox id 262 and \"2023-10-31\" into the To textbox id 270, before clicking button id 134. I'll ensure to perform these actions sequentially. **Executing search steps**\n\nI’m ready to proceed with the steps for the advanced search. First, I need to use the TypeTool with id 102 to input the text \"SimCSE.\" Next, I’ll click on the radio button with id 253 for the date range selection. Then, I'll use the TypeTool again to enter \"2023-10-01\" in the From textbox (id 262) and \"2023-10-31\" in the To textbox (id 270). Finally, I’ll click the button with id 134 to initiate the search. Let’s get this done!",
"performed_steps": [
{
"name": "Type \"SimCSE\" in the search terms field, then select the \"Date range\" radio button for announce date, type \"2023-10-01\" in the From date field and \"2023-10-31\" in the To date field, then click the Search button in the advanced search form (not the header search button)",
"tools": [
"TypeTool(id='102', text='SimCSE')"
]
}
],
"changes": "URL did not change. The UI now presents a more accessible search and filter form with explicit labeling. The search term field is auto-focused and shows a default value (SimCSE), and line breaks in helper text are rewrapped to include an InlineTextBox inside a LineBreak for proper screen-reader handling. Several options have been reorganized for clearer labeling: radios such as Include/Exclude cross-listed papers and Show/Hide abstracts are now wrapped in LabelText blocks to provide better per-item labeling, and the Field to search combobox now includes the full option list inside a MenuListPopup with a dedicated generic spacer after it. Additionally, status or helper lines about results and notifications have line breaks converted to an empty LineBreak containing an InlineTextBox to improve text extraction."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to the specified URL, so I’ll use the NavigateToUrlTool for this task. It seems straightforward since I only need to call a single tool, and after confirming it’s done, I can respond with a quick update. I’ll use the functions.NavigateToUrlTool with the URL string provided and simply state that I’ve navigated once it’s done. Keeping it simple makes sense here!",
"performed_steps": [
{
"name": "Navigate to the URL: https://arxiv.org/search/?searchtype=all&query=SimCSE&start=0&date-filter_by=date_range&date-date_type=announced_date_first&date-from_date=2023-10-01&date-to_date=2023-10-31",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=all&query=SimCSE&start=0&date-filter_by=date_range&date-date_type=announced_date_first&date-from_date=2023-10-01&date-to_date=2023-10-31')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=all&query=SimCSE&start=0&date-filter_by=date_range&date-date_type=announced_date_first&date-from_date=2023-10-01&date-to_date=2023-10-31. The interface shifted from an Advanced Search page to a streamlined Search results page. The main header now shows a results summary (Showing 1–50 of 58 results for all: SimCSE) rather than the old “Advanced Search” title, and the page emphasizes result browsing over building complex queries. Key content changes include introducing quick-search controls on the results page: a Search term input, a field-to-search dropdown, a per-page selector, and a Go button, plus a Sort results by dropdown. The heavy Advanced Search panels (filters by category, date ranges, cross-listing options, and Tips sections) were removed or collapsed, and pagination was simplified to include Next/Goto page links. A minor banner text formatting tweak also removed an extra line-break artifact."
}58
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/advanced",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/advanced')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced. The interface moved from a generic search page to an Advanced Search view. The page title now reflects Advanced Search and the main heading in the results area changes from a results-count line to a prominent Advanced Search heading, with a simplified “Simple Search” link replacing the previous more complex search controls. A large portion of the prior search form was replaced with a structured, multi-section Advanced Search UI: separate author-name searching guidance, subcategory/term grouping, and a Tips section (wildcards, expressions, phrases, dates, and journal references). The content now emphasizes guided, step-by-step search options (including author formatting, subcategory filters, date ranges, and result-per-page controls), rather than a single compact search box with many fields. Also, a minor formatting fix adjusts a line-break element to use a named LineBreak."
}Accessibility Tree:
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<banner id="4">
<link id="5" focusable="True">Skip to main content</link>
<banner id="7">
<link name="" id="9" focusable="True">
<image name="logo" id="10" />
</link>
<generic id="13">We gratefully acknowledge support fromthe Simons Foundation, , and all contributors.<LineBreak name=" " id="15" />
<link id="17" focusable="True">member institutions</link>
<link id="20" focusable="True">Donate</link>
</generic>
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<link name="arxiv-" id="25" focusable="True">
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<generic id="28">
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<main id="67">
<heading id="70" level="1">Advanced Search</heading>
<link id="74" focusable="True">Search v0.5.6 released 2020-02-24</link>
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<link id="80" focusable="True">Simple Search</link>
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<generic id="125"> </generic>
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<generic id="136">
<group name="" id="137" invalid="false" labelledby="">
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<generic id="140">All classifications will be included by default.</generic>
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<checkbox name="Computer Science (cs)" id="147" invalid="false" focusable="True" checked="false" labelledby="" />
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<generic id="175">
<generic id="176">
<LabelText id="177">Subtopic within physics</LabelText>
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<MenuListPopup id="180">
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<option name="gr-qc" id="184" focusable="True" selected="False" />
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<generic id="195"> </generic>
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<generic id="266">
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<generic id="273">When limiting by date range, the lower bound of the "from" date and the upper bound of the "to" date are used.For example, searching with and will search for papers submitted from to .<LineBreak name=" " id="275" />
<code id="277">From: 2012-02</code>
<code id="280">To: 2013</code>
<code id="283">2012-02-01</code>
<code id="286">2013-12-31</code>
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<separator id="289" settable="True" orientation="horizontal" />
<generic id="291">
<radio name=" Submission date (most recent)" id="293" invalid="false" focusable="True" checked="false" labelledby="" />
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<radio name=" Announcement date" id="299" invalid="false" focusable="True" checked="true" labelledby="" />
<paragraph id="301">You may filter on either submission date or announcement date. Note that announcement date supports only year and month granularity.</paragraph>
</generic>
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<generic id="303">
<generic id="305">
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<button id="336" invalid="false" focusable="True">Search</button>
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<article id="339">
<generic id="340">
<heading id="341" level="4">Searching by Author Name</heading>
</generic>
<list id="344">
<listitem id="345" level="1">Using the produces best results for author name searches.<ListMarker name="• " id="346" />
<strong id="349">Author(s) field</strong>
</listitem>
<listitem id="352" level="1">For the most precise name search, follow or pattern: example Hawking, S or Hawking, Stephen<ListMarker name="• " id="353" />
<strong id="356">surname(s), forename(s)</strong>
<strong id="359">surname(s), initial(s)</strong>
</listitem>
<listitem id="362" level="1">For best results on multiple author names, (semicolon). Example: Jin, D S; Ye, J<ListMarker name="• " id="363" />
<strong id="366">separate individuals with a ;</strong>
</listitem>
<listitem id="369" level="1">Author names enclosed in quotes will return only . For example, "Stephen Hawking" will not return matches for Stephen W. Hawking.<ListMarker name="• " id="370" />
<strong id="373">exact matches</strong>
</listitem>
<listitem id="376" level="1">Diacritic character variants are automatically searched in the Author(s) field.<ListMarker name="• " id="377" />
</listitem>
<listitem id="380" level="1">Queries with no punctuation will treat each term independently.<ListMarker name="• " id="381" />
</listitem>
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</article>
<article id="384">
<generic id="385">
<heading id="386" level="4">Searching by subcategory</heading>
</generic>
<list id="389">
<listitem id="390" level="1">To search within a subcategory select .<ListMarker name="• " id="391" />
<strong id="394">All fields</strong>
</listitem>
<listitem id="397" level="1">A subcategory search can be combined with an author or keyword search by clicking on in advanced search.<ListMarker name="• " id="398" />
<strong id="401">add another term</strong>
</listitem>
</list>
</article>
<heading id="404" level="2">Tips</heading>
<paragraph id="406">Wildcards:</paragraph>
<list id="408">
<listitem id="409" level="1">Use ? to replace a single character or * to replace any number of characters.<ListMarker name="• " id="410" />
</listitem>
<listitem id="413" level="1">Can be used in any field, but not in the first character position. See Journal References tips for exceptions.<ListMarker name="• " id="414" />
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<paragraph id="417">Expressions:</paragraph>
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<listitem id="420" level="1">TeX expressions can be searched, enclosed in single $ characters.<ListMarker name="• " id="421" />
</listitem>
</list>
<paragraph id="424">Phrases:</paragraph>
<list id="426">
<listitem id="427" level="1">Enclose phrases in double quotes for exact matches in title, abstract, and comments.<ListMarker name="• " id="428" />
</listitem>
</list>
<paragraph id="431">Dates:</paragraph>
<list id="433">
<listitem id="434" level="1">Sorting by announcement date will use the year and month the (v1) of the paper was announced.<ListMarker name="• " id="435" />
<emphasis id="438">original version</emphasis>
</listitem>
<listitem id="441" level="1">Sorting by submission date will use the year, month and day the of the paper was submitted.<ListMarker name="• " id="442" />
<emphasis id="445">latest version</emphasis>
</listitem>
</list>
<paragraph id="448">Journal References:</paragraph>
<list id="450">
<listitem id="451" level="1">If a journal reference search contains a wildcard, matches will be made using wildcard matching as expected. For example, will match , , .<ListMarker name="• " id="452" />
<strong id="455">math*</strong>
<emphasis id="458">math</emphasis>
<emphasis id="461">maths</emphasis>
<emphasis id="464">mathematics</emphasis>
</listitem>
<listitem id="467" level="1">If a journal reference search does contain a wildcard, only exact phrases entered will be matched. For example, would match or but or .<ListMarker name="• " id="468" />
<strong id="471">not</strong>
<strong id="474">math</strong>
<emphasis id="477">math</emphasis>
<emphasis id="480">math and science</emphasis>
<emphasis id="483">maths</emphasis>
<emphasis id="486">mathematics</emphasis>
</listitem>
<listitem id="489" level="1">All journal reference searches that do not contain a wildcard are literal searches: a search for will match all papers with journal references containing , but a search for will only return the paper with journal reference .<ListMarker name="• " id="490" />
<strong id="493">Physica A</strong>
<emphasis id="496">Physica A</emphasis>
<strong id="499">Physica A, 245 (1997) 181</strong>
<emphasis id="502">Physica A, 245 (1997) 181</emphasis>
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<listitem id="511" level="1">
<link id="512" focusable="True">About</link>
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<link id="515" focusable="True">Help</link>
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<list id="518">
<listitem id="519" level="1">
<link id="520" focusable="True">Contact</link>
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<link id="523" focusable="True">Subscribe</link>
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<list id="528">
<listitem id="529" level="1">
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<link id="533" focusable="True">Privacy Policy</link>
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<listitem id="537" level="1">
<link id="538" focusable="True">Web Accessibility Assistance</link>
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<listitem id="540" level="1">
<paragraph id="541">Get status notifications via or<link id="542" focusable="True">arXiv Operational Status </link>
<LineBreak name=" " id="544" />
<link id="546" focusable="True">email</link>
<link id="549" focusable="True">slack</link>
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</RootWebArea>{
"explanation": "I’m planning to type \"SimCSE\" into the search term textbox with ID 102. I’ll use the TypeTool to enter the text and then respond with the result. There’s no need to do this in parallel, so it should be a straightforward execution. After entering the text, I'll confirm the results. Let's get this done!",
"performed_steps": [
{
"name": "Type \"SimCSE\" in the Search term textbox (id 102)",
"tools": [
"TypeTool(id='102', text='SimCSE')"
]
}
],
"changes": "URL did not change. The changes modify several form areas to improve inline labeling and focus behavior. In the header note, a line break is now followed by an InlineTextBox inside the LineBreak for the acknowledgement text, and the first text element inside the line break is focused-less content adjusted to an empty name. In the search panel, the “Search term” field now receives focus by default and shows its value (SimCSE) inside the field, while the “Field to search” area is wrapped in a generic with the full MenuListPopup preserved, and each option remains available. Radio groups are rewrapped so each option is presented inside its own LabelText container for clearer labeling, and the date-range and abstracts options receive the same treatment, with the date/date-range explanation updated to replace a LineBreak with an empty name plus an InlineTextBox, and the “results per page” combobox remains but now sits alongside the new label wrappers. Finally, a status message line now uses an empty LineBreak plus an InlineTextBox for the line break, preserving the content while standardizing line-break handling."
}{
"explanation": "**Clarifying combobox selection**\n\nI need to select the \"All fields\" option in the combobox with id 109. There are other comboboxes mentioned, like one with id 52 in the header and another with id 133 in the main area. The step specifies id 109, but it's not in the ARIA excerpt. I suspect it's a hidden element. I’ll need to interact with this combobox to open the popup and select \"All fields,\" which seem to have ids 54 or 148 elsewhere. **Simulating combobox interaction**\n\nI can simulate the process by clicking on the combobox with id 109 to open it, followed by selecting the option named \"All fields\" from its MenuListPopup. I need to perform a tool call, maybe using ClickTool on id 109. I'm not sure about the option's id, and \"select by visible text\" isn't supported. I should first click on 109 to open it, then look for the \"All fields\" option, possibly linked to id 54 or 148. However, I'm unclear about which one is connected to id 109. **Executing click sequence**\n\nI think I can try a two-step process: first, I’ll click on the combobox with id 109 and then click the option named \"All fields\" with id 54, assuming that popup is linked to 109. So my plan is to use functions.ClickTool twice, first for id 109, then for id 54. I don't need to navigate back; I’ll just follow this simple two-step sequence to interact with the options. Let's see how that goes!",
"performed_steps": [
{
"name": "Select \"All fields\" option in the \"Field to search\" combobox (id 109)",
"tools": [
"ClickTool(id='109')"
]
}
],
"changes": "URL did not change. The UI lost the initial focus on the search term field. The textbox previously had focused=\"True\" and is now missing that attribute, so it will no longer be pre-focused when the screen loads. Other properties remain the same (focusable, editable, validation, and content), and the placeholder text SimCSE inside the textbox is unchanged. In short, the field stays interactive but no longer auto-focuses by default."
}{
"explanation": "**Selecting dropdown options**\n\nI see we need to select the \"All fields\" option from the \"Field to search\" dropdown. There are two combobox elements, and the first one already has \"All fields\" selected, but we want to ensure the other one is used. I'll click on the combobox with ID 133 to open it, followed by selecting the option with ID 148. It looks straightforward: I'll use the ClickTool function twice in sequence to achieve this. Let's get started!",
"performed_steps": [
{
"name": "Select the \"All fields\" option from the Field to search dropdown",
"tools": [
"ClickTool(id='133')"
]
}
],
"changes": "URL did not change. A user navigated to or focused the search field within a form control. The combobox for the \"Field to search\" now has an explicit focused state set. In the dropdown popup, the popup control also gains an active descendant placeholder (activedescendant=\"\"), signaling which option would be announced as active, while the options themselves remain listed (Title is selected by default). Overall, the change emphasizes the search field’s focus and the accessibility cue for the currently active option."
}Error: Message: element not interactable: [object HTMLOptionElement] has no size and location (Session info: chrome=145.0.7632.117); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x0000000104b696b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x0000000104b61a50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x000000010463e56c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 75432 3 chromedriver 0x00000001046447ac _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 100584 4 chromedriver 0x0000000104646a2c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 109416 5 chromedriver 0x0000000104646ae4 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 109600 6 chromedriver 0x000000010468cc84 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 396736 7 chromedriver 0x000000010468c358 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 394388 8 chromedriver 0x00000001046ce130 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 664172 9 chromedriver 0x00000001046c6620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 10 chromedriver 0x000000010467bb9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 11 chromedriver 0x0000000104b28680 cxxbridge1$str$ptr + 2861308 12 chromedriver 0x0000000104b2bdd4 cxxbridge1$str$ptr + 2875472 13 chromedriver 0x0000000104b0da7c cxxbridge1$str$ptr + 2751736 14 chromedriver 0x0000000104b2c658 cxxbridge1$str$ptr + 2877652 15 chromedriver 0x0000000104afdffc cxxbridge1$str$ptr + 2687608 16 chromedriver 0x0000000104b50d78 cxxbridge1$str$ptr + 3026932 17 chromedriver 0x0000000104b50ef4 cxxbridge1$str$ptr + 3027312 18 chromedriver 0x0000000104b616a8 cxxbridge1$str$ptr + 3094820 19 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 20 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "**Implementing JavaScript for a combobox**\n\nI'm planning to execute JavaScript to manipulate a combobox named \"Field to search\" and set its value to \"All fields\" by selecting the option with ID 54. I'll consider using ARIA attributes for better accessibility. My approach will involve dispatching events and utilizing the ExecuteJavascriptTool to run a script that queries the combobox via document.querySelector. It's important to note that in the DOM, these are custom elements with tag names like \"combobox,\" \"MenuListPopup,\" and \"option.\" **Crafting a JavaScript script**\n\nI'm writing a script to interact with a combobox named \"Field to search.\" First, I'll check if the combobox exists; if not, I'll log a message. Then, I’ll open the popup if needed and look for the option labeled \"All fields.\" If I find it, I’ll set it as selected and clear the selection on other options. After that, I’ll update the combobox's active descendant and dispatch a change event. Finally, I need to ensure I pass valid parameters to the ExecuteJavascriptTool for running the script.",
"performed_steps": [
{
"name": "Use JavaScript to select \"All fields\" in the Field to search dropdown in the advanced search form",
"tools": [
"ExecuteJavascriptTool(script='(function(){\n try{\n // Find the Field to search combobox in Advanced Search form\n var cb = document.querySelector('combobox[name=\"Field to search\"]');\n if(!cb){ console.error('Field to search combobox not found'); return; }\n // If there is a popup menu, ensure it is accessible\n var popup = cb.querySelector('MenuListPopup');\n if(popup){\n // Find the option with name 'All fields' or text content matching\n var opts = Array.from(popup.querySelectorAll('option'));\n var target = opts.find(o => o.getAttribute('name') === 'All fields' || (o.textContent||'').trim() === 'All fields');\n if(target){\n // Deselect others and select target\n popup.querySelectorAll('option').forEach(o => o.setAttribute('selected','false'));\n target.setAttribute('selected','true');\n // Reflect selection on the combobox if needed\n cb.setAttribute('activedescendant', target.getAttribute('id') || '');\n cb.focus();\n cb.dispatchEvent(new Event('change', {bubbles:true}));\n console.log('Selected All fields');\n return;\n } else {\n console.error('All fields option not found in popup');\n }\n } else {\n // Direct select if options are inline\n var optsInline = cb.querySelectorAll('option');\n var tgt = null; \n optsInline.forEach(o => { if(o.getAttribute('name')==='All fields' || (o.textContent||'').trim()==='All fields'){ tgt=o; } });\n if(tgt){\n optsInline.forEach(o => o.removeAttribute('selected'));\n tgt.setAttribute('selected','true');\n cb.dispatchEvent(new Event('change', {bubbles:true}));\n console.log('Selected All fields (inline)');\n return;\n }\n }\n console.error('Unable to select All fields');\n } catch(e){ console.error(e); }\n})();')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "**Executing JavaScript for UI Change**\n\nI need to execute some JavaScript to set the select element for \"terms-0-field\" to \"all\" for the search field. The ARIA tree shows two comboboxes, but my target is the \"terms-0-field\" select element. It seems it's not listed in the ARIA tree, but I can set its value using a small JS snippet. I’ll also need to trigger a change event to ensure it registers. Let’s run the necessary script using ExecuteJavascriptTool.",
"performed_steps": [
{
"name": "Execute JavaScript to change the \"terms-0-field\" select element value to \"all\" for the Field to search",
"tools": [
"ExecuteJavascriptTool(script='(() => {\n const el = document.getElementById('terms-0-field');\n if (!el) { return 'element not found'; }\n // Try common ways to set select value to option with value 'all' or text 'all'\n const val = 'all';\n let changed = false;\n // If options have value attributes\n for (const opt of el.options) {\n if (opt.value === val || opt.text.toLowerCase() === val) {\n el.value = opt.value;\n changed = true;\n break;\n }\n }\n if (!changed) {\n // fallback: set by text match\n for (const opt of el.options) {\n if (opt.text && opt.text.toLowerCase() === val) {\n el.value = opt.value;\n changed = true;\n break;\n }\n }\n }\n if (changed) {\n const evt = new Event('change', { bubbles: true });\n el.dispatchEvent(evt);\n return 'set to all';\n } else {\n return 'could not find option with value all';\n }\n})();')"
]
}
],
"changes": "URL did not change. The default selection in the “Field to search” dropdown changed. The Title option is no longer selected by default, while the All fields option is now selected by default. In addition to the changed default, the set of options remains the same except for the selection states, meaning users will now start with searching all fields unless they actively choose Title. No other structural changes are present."
}{
"explanation": "**Clarifying search steps**\n\nI need to follow a specific process to perform the advanced search. First, I click the Date range radio button and enter \"2023-10\" in both the From and To date fields. Next, I hit the Search button. However, it gets a bit confusing because there are multiple Search buttons. I notice one with id 336 mentioned in the instructions, but I can't seem to find it in the code. I’ll need to ensure I’m clicking the right one. **Outlining search steps**\n\nI notice there's a Search button with id 399 at the bottom, but I should stick to the steps. First, I click the Date range radio button (id 292) and enter \"2023-10\" in the From (id 302) and To (id 311) fields. Then, I need to click the Search button (id 336). If I can't find id 336, I might look for it elsewhere. I plan to perform steps sequentially: first click id 292, then type into the two fields, and finally click id 336 using the appropriate tools for each action.",
"performed_steps": [
{
"name": "Click the \"Date range\" radio button, type \"2023-10\" in the From date field, type \"2023-10\" in the To date field, then click the Search button (id 336) at the bottom of the advanced search form",
"tools": [
"ClickTool(id='292')"
]
}
],
"changes": "URL did not change. There was a shift in focus and selection within the search and date-range controls. The search combobox loses its focused state and its MenuListPopup no longer carries an activedescendant reference, suggesting the popup state is now implicit and not auto-activated. In the date filter, the selection moves from All dates to Date range: All dates becomes unchecked and unfocused, while Date range becomes both focused and checked, making it the active option."
}{
"explanation": "**Planning input actions**\n\nI need to type \"2023-10\" in both the From and To date textboxes. In the ARIA tree, the From textbox has an ID of 302 and the To textbox has an ID of 311. To do this, I’ll use the TypeTool twice. It might be better to ensure focus before I start typing. While I could technically run these in parallel, I think it’s safer to do them sequentially: first the From field, then the To field. Let's proceed with that plan!",
"performed_steps": [
{
"name": "Type \"2023-10\" in the From date textbox, then type \"2023-10\" in the To date textbox",
"tools": [
"TypeTool(id='302', text='2023-10')"
]
}
],
"changes": "URL did not change. A focused state changed during a UI interaction on a date-range area and its related input. The date-range radio button no longer carries an active focus (focused attribute removed), indicating it’s no longer the currently focused element. Meanwhile, the From textbox now shows a prefilled value and retains focus: it gains a focused=\"True\" state and includes an inner element with the text 2023-10, signaling a default or suggested date. The textbox’s other accessibility flags remain the same."
}{
"explanation": "**Typing date into textbox**\n\nI need to type \"2023-10\" into the To date textbox, which has the id 313 and is part of the Date range group. It’s an editable textbox, and I should use the TypeTool to enter the text. I’m wondering if I need to clear it first — but since the TypeTool clears automatically, I can just proceed. I’ll call the function TypeTool with id 313 and text \"2023-10\" for one tool execution.",
"performed_steps": [
{
"name": "Type \"2023-10\" in the To date textbox",
"tools": [
"TypeTool(id='313', text='2023-10')"
]
}
],
"changes": "URL did not change. The user flow now shows prefilled date values in the date range fields, with both the From and To boxes containing the text 2023-10 inside a nested element. The From field loses its runtime focus attribute, while the To field gains focus, indicating the latter is ready for immediate input. In short, date values are now embedded as content inside the fields rather than as attributes, and focus state has shifted to the To field."
}{
"explanation": "",
"performed_steps": [
{
"name": "Click the Search button at the bottom of the advanced search form (not the header Search button)",
"tools": [
"ClickTool(id='403')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced?advanced=&terms-0-operator=AND&terms-0-term=SimCSE&terms-0-field=all&classification-physics_archives=all&classification-include_cross_list=include&date-year=&date-filter_by=date_range&date-from_date=2023-10&date-to_date=2023-10&date-date_type=announced_date_first&abstracts=show&size=50&order=-announced_date_first. A page state change occurred where the Advanced Search UI was largely replaced by a no-results state and lighter search options. The main heading now reads “Sorry, your query returned no results” instead of “Advanced Search,” and the heavy set of advanced search controls is removed, leaving a short query display with a couple of quick actions. In addition, a new inline summary of the current query appears (Query: order: -announced_date_first; size: 50; date_range: ...), followed by quick action links like Refine query and New search, and a Simple Search entry remains. A minor formatting tweak moves a line break to be inline with text in two places, simplifying line-breaking and reducing extra wrappers."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/?searchtype=all&query=SimCSE&date-filter_by=date_range&date-date_type=announced_date_first&date-from_date=2023-10&date-to_date=2023-10&start=0",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=all&query=SimCSE&date-filter_by=date_range&date-date_type=announced_date_first&date-from_date=2023-10&date-to_date=2023-10&start=0')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=all&query=SimCSE&date-filter_by=date_range&date-date_type=announced_date_first&date-from_date=2023-10&date-to_date=2023-10&start=0. The user navigated from an “Advanced Search” context to a general search results view. The page header changed to reflect a broader “Search” scope, and the main content switched from an error/no-results state to a populated results list with pagination. Key content changes include a full search form (term input, field combobox, per-page and sort controls, and an Advanced Search link) replacing the previous minimal text, plus a new results header showing 58 total results for SimCSE and a long list of result items with titles, authors, abstracts, and more. Pagination controls remain at the bottom to navigate pages."
}{
"explanation": "**Executing navigation task**\n\nI need to navigate to a specific URL, which likely means I’ll perform the NavigateToUrlTool with the provided link. It seems straightforward, just a single step to navigate, so I won’t be using any parallel actions. I’ll keep my reasoning minimal here and focus on executing the tool call efficiently. This should be a simple process, and I’m ready to move forward!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/advanced?advanced=&terms-0-operator=AND&terms-0-term=SimCSE&terms-0-field=all&classification-physics_archives=all&classification-include_cross_list=include&date-year=&date-filter_by=date_range&date-from_date=2023-10&date-to_date=2023-10&date-date_type=announced_date_first&abstracts=show&size=50&order=-announced_date_first",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/advanced?advanced=&terms-0-operator=AND&terms-0-term=SimCSE&terms-0-field=all&classification-physics_archives=all&classification-include_cross_list=include&date-year=&date-filter_by=date_range&date-from_date=2023-10&date-to_date=2023-10&date-date_type=announced_date_first&abstracts=show&size=50&order=-announced_date_first')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced?advanced=&terms-0-operator=AND&terms-0-term=SimCSE&terms-0-field=all&classification-physics_archives=all&classification-include_cross_list=include&date-year=&date-filter_by=date_range&date-from_date=2023-10&date-to_date=2023-10&date-date_type=announced_date_first&abstracts=show&size=50&order=-announced_date_first. The UI transition shows a move from a results-driven view to a focused search/refinement interface. The page title changed from “Search | arXiv e-print repository” to “Advanced Search | arXiv e-print repository,” indicating a shift to an advanced search mode, and the main content now displays a no-results message instead of a results list. Content changes cluster around removing the full search form and all result/navigation chrome, replacing them with a compact query summary and action items: a Query line detailing the current search parameters, and three interactive actions (Refine query, New search, Simple Search). This reorients the user from browsing results to quickly adjusting or starting a new search."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to the given URL using the NavigateToUrlTool. It looks like I just need to perform this one tool call with the specific URL provided. After that, there shouldn't be any further actions required. It’s straightforward, but I want to ensure I’m executing it correctly. Let's get started and see where this takes us!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/advanced?advanced=&terms-0-operator=AND&terms-0-term=SimCSE&terms-0-field=all&classification-physics_archives=all&classification-include_cross_list=include&date-year=&date-filter_by=date_range&date-from_date=2021-01&date-to_date=2023-12&date-date_type=announced_date_first&abstracts=show&size=50&order=-announced_date_first",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/advanced?advanced=&terms-0-operator=AND&terms-0-term=SimCSE&terms-0-field=all&classification-physics_archives=all&classification-include_cross_list=include&date-year=&date-filter_by=date_range&date-from_date=2021-01&date-to_date=2023-12&date-date_type=announced_date_first&abstracts=show&size=50&order=-announced_date_first')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced?advanced=&terms-0-operator=AND&terms-0-term=SimCSE&terms-0-field=all&classification-physics_archives=all&classification-include_cross_list=include&date-year=&date-filter_by=date_range&date-from_date=2021-01&date-to_date=2023-12&date-date_type=announced_date_first&abstracts=show&size=50&order=-announced_date_first. Navigation changed from showing an empty results state to a fully populated results page. The main area now displays a header \"Showing 1–36 of 36 results\" and a long, scrollable list of search results with titles, authors, abstracts, and standard ARXIV links. Important interactive and content changes include the addition of per-page and sort controls: a combobox labeled \"results per page\" with 50 selected by default, a \"Sort results by\" combobox with several options, and a Go button to apply changes. The earlier single-line query display was expanded into a richer query panel, and the page now lists 36 individual results with consistent metadata and action links for each entry."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/advanced?advanced=&terms-0-operator=AND&terms-0-term=SimCSE&terms-0-field=all&classification-physics_archives=all&classification-include_cross_list=include&date-year=&date-filter_by=date_range&date-from_date=2023-09&date-to_date=2023-11&date-date_type=announced_date_first&abstracts=show&size=50&order=-announced_date_first",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/advanced?advanced=&terms-0-operator=AND&terms-0-term=SimCSE&terms-0-field=all&classification-physics_archives=all&classification-include_cross_list=include&date-year=&date-filter_by=date_range&date-from_date=2023-09&date-to_date=2023-11&date-date_type=announced_date_first&abstracts=show&size=50&order=-announced_date_first')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced?advanced=&terms-0-operator=AND&terms-0-term=SimCSE&terms-0-field=all&classification-physics_archives=all&classification-include_cross_list=include&date-year=&date-filter_by=date_range&date-from_date=2023-09&date-to_date=2023-11&date-date_type=announced_date_first&abstracts=show&size=50&order=-announced_date_first. The user is now viewing a much shorter search results page, indicated by the header updating to show 1–6 of 6 results instead of 1–36 of 36. The top of the results also reflects a refined query by updating the date range from 2021–2023 to a narrower window in 2023. Most of the long list of search results has been removed, with the remaining items renumbered (2., 3., etc.). In addition, the detailed item content for the first few results (links, abstracts, authors, and other metadata) has been stripped back, showing only minimal paragraph content and fewer embedded links for the remaining entries."
}['Japanese SimCSE Technical Report — Submitted 30 October, 2023; originally announced October 2023', 'Non-contrastive sentence representations via self-supervision — Submitted 26 October, 2023; originally announced October 2023', 'Large Language Models can Contrastively Refine their Generation for Better Sentence Representation Learning — Submitted 17 May, 2024; v1 submitted 16 October, 2023; originally announced October 2023', 'Improving Contrastive Learning of Sentence Embeddings with Focal-InfoNCE — Submitted 20 October, 2023; v1 submitted 10 October, 2023; originally announced October 2023', 'SPICED: News Similarity Detection Dataset with Multiple Topics and Complexity Levels — Submitted 23 August, 2024; v1 submitted 21 September, 2023; originally announced September 2023', 'DebCSE: Rethinking Unsupervised Contrastive Sentence Embedding Learning in the Debiasing Perspective — Submitted 13 September, 2023; originally announced September 2023']
Driver python-1772330468 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772330468 Token usage statistics: - Total: 274353 tokens (266183 input, 8170 output) - Cached: 30746 tokens (29983 input, 763 output)






































Chrome driver started successfully (driver_id: python-1772330957) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating URL**\n\nI need to use the NavigateToUrlTool to go to a specified URL. It seems straightforward; I just have to provide the URL and then maybe confirm that it worked. There's no need for multiple tool calls here, so I'll keep it simple with just one. I'll make sure to respond with a confirmation afterward. Let’s get this done!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/?searchtype=all&query=Chinese+Benchmark&start=0&order=-announced_date_first&start=0",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=all&query=Chinese+Benchmark&start=0&order=-announced_date_first&start=0')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=all&query=Chinese+Benchmark&start=0&order=-announced_date_first&start=0. Navigated from a minimal root to a full search results interface for the arXiv e-print repository. The page now includes a prominent header with a skip link and branding, a search bar with field selection, sort and per-page controls, and a user menu, followed by a main area that lists 50 results with details like titles, authors, abstracts, and “More” links. Additionally, a complete pagination control and a secondary content footer were added. The new layout groups filtering and navigation controls (search term, field to search, show abstracts toggle, advanced search link, results per page, sort by) together above the results, and introduces a dedicated contentinfo region with About/Help/Contact/Subscribe and accessibility/status options."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/?searchtype=all&query=Chinese+Benchmark&start=0&order=-announced_date_first",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=all&query=Chinese+Benchmark&start=0&order=-announced_date_first')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=all&query=Chinese+Benchmark&start=0&order=-announced_date_first. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}['TCM-DiffRAG: Personalized Syndrome Differentiation Reasoning Method for Traditional Chinese Medicine based on Knowledge Graph and Chain of Thought — Submitted 26 February, 2026; originally announced February 2026', 'E-comIQ-ZH: A Human-Aligned Dataset and Benchmark for Fine-Grained Evaluation of E-commerce Posters with Chain-of-Thought — Submitted 25 February, 2026; originally announced February 2026', 'OCR-Agent: Agentic OCR with Capability and Memory Reflection — Submitted 24 February, 2026; originally announced February 2026', 'CCiV: A Benchmark for Structure, Rhythm and Quality in LLM-Generated Chinese \\textit{Ci} Poetry — Submitted 15 February, 2026; originally announced February 2026', 'SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise — Submitted 13 February, 2026; originally announced February 2026', 'Benchmarking Vision-Language Models for French PDF-to-Markdown Conversion — Submitted 12 February, 2026; originally announced February 2026', 'Selecting Optimal Stellar Calibration Fields for the CSST Imaging Survey — Submitted 12 February, 2026; originally announced February 2026', 'LingxiDiagBench: A Multi-Agent Framework for Benchmarking LLMs in Chinese Psychiatric Consultation and Diagnosis — Submitted 10 February, 2026; originally announced February 2026', 'UI-Venus-1.5 Technical Report — Submitted 24 February, 2026; v1 submitted 9 February, 2026; originally announced February 2026', 'SoulX-Singer: Towards High-Quality Zero-Shot Singing Voice Synthesis — Submitted 7 February, 2026', 'Bilingual Bias in Large Language Models: A Taiwan Sovereignty Benchmark Study — Submitted 5 February, 2026; originally announced February 2026', 'MedErrBench: A Fine-Grained Multilingual Benchmark for Medical Error Detection and Correction with Clinical Expert Annotations — Submitted 5 February, 2026; originally announced February 2026', 'Traceable Cross-Source RAG for Chinese Tibetan Medicine Question Answering — Submitted 9 February, 2026; v1 submitted 4 February, 2026; originally announced February 2026', 'FinMTM: A Multi-Turn Multimodal Benchmark for Financial Reasoning and Agent Evaluation — Submitted 3 February, 2026; originally announced February 2026', 'The Mask of Civility: Benchmarking Chinese Mock Politeness Comprehension in Large Language Models — Submitted 3 February, 2026; originally announced February 2026', 'LingLanMiDian: Systematic Evaluation of LLMs on TCM Knowledge and Clinical Reasoning — Submitted 2 February, 2026; originally announced February 2026', 'Beyond Training for Cultural Awareness: The Role of Dataset Linguistic Structure in Large Language Models — Submitted 1 February, 2026; originally announced February 2026', 'Bias in the Ear of the Listener: Assessing Sensitivity in Audio Language Models Across Linguistic, Demographic, and Positional Variations — Submitted 1 February, 2026; originally announced February 2026', 'OpenGuanDan: A Large-Scale Imperfect Information Game Benchmark — Submitted 5 February, 2026; originally announced February 2026', 'VDE Bench: Evaluating The Capability of Image Editing Models to Modify Visual Documents — Submitted 27 January, 2026; originally announced February 2026', 'JobResQA: A Benchmark for LLM Machine Reading Comprehension on Multilingual Résumés and JDs — Submitted 22 January, 2026; originally announced February 2026', 'LegalMALR:Multi-Agent Query Understanding and LLM-Based Reranking for Chinese Statute Retrieval — Submitted 24 January, 2026; originally announced February 2026', 'Benchmarking Machine Translation on Chinese Social Media Texts — Submitted 30 January, 2026; originally announced January 2026', 'UniFinEval: Towards Unified Evaluation of Financial Multimodal Models across Text, Images and Videos — Submitted 9 January, 2026; originally announced January 2026', 'DimStance: Multilingual Datasets for Dimensional Stance Analysis — Submitted 6 February, 2026; originally announced February 2026', 'Bridging the Arithmetic Gap: The Cognitive Complexity Benchmark and Financial-PoT for Robust Financial Reasoning — Submitted 28 January, 2026; originally announced January 2026', 'OmegaUse: Building a General-Purpose GUI Agent for Autonomous Task Execution — Submitted 28 January, 2026; originally announced January 2026', 'MobileBench-OL: A Comprehensive Chinese Benchmark for Evaluating Mobile GUI Agents in Real-World Environment — Submitted 26 January, 2026; originally announced January 2026', 'Newspaper Eat" Means "Not Tasty": A Taxonomy and Benchmark for Coded Languages in Real-World Chinese Online Reviews — Submitted 12 January, 2026; originally announced January 2026', 'ShopSimulator: Evaluating and Exploring RL-Driven LLM Agent for Shopping Assistants — Submitted 26 January, 2026; originally announced January 2026', 'JobResQA: A Benchmark for LLM Machine Reading Comprehension on Multilingual Résumés and JDs — Duplicate entry not included']{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/advanced?searchtype=all&query=Chinese+Benchmark&start=0&order=-announced_date_first&start=0&terms-0-operator=AND&terms-0-term=Chinese+Benchmark&terms-0-field=all&terms-1-operator=AND&terms-1-term=AAAI+2024&terms-1-field=all&date-filter_by=date_range&date-from_date=2023-12-01&date-to_date=2023-12-31",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/advanced?searchtype=all&query=Chinese+Benchmark&start=0&order=-announced_date_first&start=0&terms-0-operator=AND&terms-0-term=Chinese+Benchmark&terms-0-field=all&terms-1-operator=AND&terms-1-term=AAAI+2024&terms-1-field=all&date-filter_by=date_range&date-from_date=2023-12-01&date-to_date=2023-12-31')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced?searchtype=all&query=Chinese+Benchmark&start=0&order=-announced_date_first&start=0&terms-0-operator=AND&terms-0-term=Chinese+Benchmark&terms-0-field=all&terms-1-operator=AND&terms-1-term=AAAI+2024&terms-1-field=all&date-filter_by=date_range&date-from_date=2023-12-01&date-to_date=2023-12-31. The page was re-labeled from a generic Search view to Advanced Search, signaling a shift in how users build queries. The previous compact search form with many controls was largely replaced by a more expanded, grouped Advanced Search interface, including new labeled groups (Search term, Field to search, Subject options, Date, and cross-field terms) and a large set of guidance content. In addition, several user-visible content blocks were added or reorganized: new help sections with Tips (expressions, phrases, dates, journal references), examples for author and subcategory searching, and date/journal tooling explanations. A minor accessibility refinement was made to the banner area by adjusting a line break rendering, and a persistent Simple Search link appears in the new layout to offer an alternate quick-search path."
}NOOP
{
"explanation": "**Preparing search submission**\n\nI need to fill in the terms and date, then submit. In the ARIA tree, term 0 is set to \"Chinese Benchmark,\" while term 1 has \"AAAI 2024.\" The date range is from December 1 to December 31, 2023, with the corresponding textboxes filled correctly. I should check if I need to add another term, although there are already two listed. For submission, I'll use the top \"Search\" button, ensuring everything’s properly set before clicking. **Executing search actions**\n\nI see that term 0 already contains \"Chinese Benchmark\" according to the XML, but I might set it again just to be safe. I’ll use TypeTool for that ID 121, even though it's already present. For term 1, I'll enter \"AAAI 2024\" into ID 166. The date fields for \"From\" and \"To\" are already correct, showing December 1 to December 31, 2023. I plan to perform these actions in sequence, using two TypeTool calls and one ClickTool call for button ID 71. Let's get started!",
"performed_steps": [
{
"name": "Fill in the advanced search form: set term 0 to \"Chinese Benchmark\", set term 1 to \"AAAI 2024\", set date range from 2023-12-01 to 2023-12-31, then submit the search",
"tools": [
"TypeTool(id='166', text='AAAI 2024')"
]
}
],
"changes": "URL did not change. User focused the search term field. The accessibility tree now marks the textbox with a focused state. The only change is the addition of focused=\"True\" on the Search term textbox; all other attributes and content remain the same. This indicates the input currently has keyboard focus, with the value showing as “AAAI 2024” inside the textbox."
}{
"explanation": "**Deciding on search action**\n\nI need to click the Search button to submit the form, and there are two Search buttons: one at the top with id 71 and another at the bottom with id 448. Since the top button is associated with the Advanced Search inputs, it seems like the primary button to use is the one with id 71. So, I’ll proceed by clicking that button. I should describe my reasoning before making the tool call, and then I'll use the ClickTool function with id 71.",
"performed_steps": [
{
"name": "Click the Search button to submit the form",
"tools": [
"ClickTool(id='71')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?query=&searchtype=all&source=header. A page navigation change updated the page from the Advanced Search view to a streamlined Search view. The root area title was shortened from “Advanced Search | arXiv e-print repository” to “Search | arXiv e-print repository,” and the main heading now reads “Search” instead of “Advanced Search.” The content was significantly simplified from an extensive multi-section form to a compact search bar setup: a new “Search term or terms” input with a validation note, a long options combobox including a default All fields, and a single Search button. The elaborate per-field grouping and the “Add another term” controls were removed, and a Show abstracts / Hide abstracts option was introduced alongside the Advanced Search link for potential toggling. In the status area, a line-break element was updated to carry a newline attribute, replacing an empty line break."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL, probably using the NavigateToUrlTool. The URL is https://arxiv.org/search/advanced, and it's important to perform this navigation step properly. I’ll go ahead and use the function to get there. After that, it might be good to confirm that I’ve reached the right page. It feels like a straightforward task, but double-checking is always a good idea!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/advanced",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/advanced')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced. The interface moved from a basic “Search” page to an “Advanced Search” page, signaling a deeper, more configurable search experience. The old simple term input and single-field dropdown were replaced with a full multi-section form: a new Simple Search link, a grouped term-term input area with a field-to-search dropdown, and an Add another term button. Content-wise, the Advanced Search section now includes extensive filters: subject classifications with multiple checkboxes and a subtopic selector, a detailed Date block with multiple date options and input fields, options to show abstracts, results-per-page controls, and an option to include older versions. Overall, the UI transition introduces a comprehensive, feature-rich search form instead of the prior compact search field."
}{
"explanation": "**Planning search terms setup**\n\nI need to fill the first search term field with \"Chinese Benchmark\" first. I'll click \"Add another term\" to create the second term field and fill it with \"AAAI 2024\". For dates, I need to set a date range appropriately. \n\nI'm identifying elements by their IDs, starting with the first term at id \"102\". Then, I’ll use ClickTool on button id \"130\" to add the second term. I’ll figure out the ID for that new textbox next! **Addressing search term entry**\n\nI need to take action and focus on the second textbox, but I'm uncertain about its ID. After clicking \"Add another term,\" I hope a new textbox appears. The structure indicates the first term ID is \"102.\" \n\nSince I can't guess the next ID, I should try filling in the first term, click to add a new one, and see if I can find the new textbox ID afterward. I could consider using a general approach by focusing on the next ID, but I can’t query multiple tools simultaneously. I’ll have to identify plausible IDs based on the ARIA tree. **Planning search term entry steps**\n\nThe task sequence starts with typing in ID \"102\" for the first term, then clicking \"Add another term\" at ID \"130\". After that, I need to fill a new textbox, but I'm unsure of its ID. \n\nI could consider using \"Add another term\" multiple times, though I need that second term defined. It looks like the second textbox might follow the first in a similar group, but I'm not seeing another textbox around. I should present the steps and confirm assumptions without guessing too much. Let's dive in! **Requesting clarification on textbox**\n\nI’m going to start by executing the first part of the task. After that, I’ll let the user know that I’m unsure about the second textbox ID and ask for confirmation or additional information. \n\nI’ll click \"Add another term\" at ID \"130\" and assume the second textbox ID might be something I can guess. Then, I’ll respond with what I have done so far and request some clarification to keep things moving smoothly!",
"performed_steps": [
{
"name": "Fill in the first search term field with \"Chinese Benchmark\", then click \"Add another term\" to add a second term field, fill the second term with \"AAAI 2024\", set the date filter to \"Date range\" and set from date to \"2023-12-01\" and to date to \"2023-12-31\"",
"tools": []
}
],
"changes": "URL did not change. The interface updated to improve how inline text and controls are represented in the accessibility tree, without changing the visible layout dramatically. Key changes group and label existing controls more explicitly and introduce small inline text boxes to render line breaks. Notable content changes include: the acknowledgment area now uses an empty LineBreak that contains an InlineTextBox, replacing the previous plain LineBreak; the search field’s combobox is now wrapped inside a generic container with the full MenuListPopup and options, aligning its structure with explicit labels; several radio groups are now wrapped with LabelText elements around each option to improve labeling, and the date-filter area adds an InlineTextBox inside the lower generic to represent line breaks, plus the most-recent submission date option is similarly wrapped. There are also minor formatting tweaks to the “When limiting by date range” section and the status notification block uses the same line-break-with-inline-box pattern."
}{
"explanation": "",
"performed_steps": [
{
"name": "Type \"Chinese Benchmark\" in the first search term textbox",
"tools": [
"TypeTool(id='38', text='Chinese Benchmark')"
]
}
],
"changes": "URL did not change. The user likely started interacting with the search field, as the search textbox now shows a focused state. The input control has been updated to include an initial value. Specifically, the \"Search term or terms\" textbox now contains the text \"Chinese Benchmark\" inside a nested generic element and is marked as focused. The overall property set remains the same (editable plaintext, single line, not readonly), but the addition of the inner content and the focused attribute indicates the field is pre-populated and ready for immediate typing."
}{
"explanation": "**Executing button click**\n\nI need to click the \"Add another term\" button. Looking at the ARIA tree, I see a button with id 154 that has the text \"Add another term+\". The plan is to click this button so we can add a second search term field. I'll instruct the tool to perform the click using functions.ClickTool with that id. I'll make sure to go through the reasoning before executing the action. Let's go ahead and do this!",
"performed_steps": [
{
"name": "Click the \"Add another term\" button to add a second search term field",
"tools": [
"ClickTool(id='154')"
]
}
],
"changes": "URL did not change. A search UI was expanded from a single search box to a multi-term, Boolean-build search builder. The focused single textbox was replaced with a set of per-term controls, including a new Boolean operator selector and separate fields for the search term and the field to search. Key content changes include: a Boolean operator combobox (AND/OR/NOT) with a default selection, a dedicated “Search term” textbox, a detailed “Field to search” combobox with many options (Title, Author, Abstract, etc.), a “Remove this search term” button, and an updated “Add another term” button (now shown with focus)."
}{
"explanation": "**Performing search input**\n\nI need to enter \"AAAI 2024\" into the second search term textbox, which is likely identified by id 171 in the \"Search term\" inside group 166. First, there's a textbox in group 105 with id 123, named \"Search term Search term.\" After that, the second search term is confirmed to be the textbox with id 171. I'll use the Type tool to input \"AAAI 2024\" into that element and then respond with confirmation. Let's go ahead!",
"performed_steps": [
{
"name": "Type \"AAAI 2024\" in the second search term textbox (the new one that was just added)",
"tools": [
"TypeTool(id='171', text='AAAI 2024')"
]
}
],
"changes": "URL did not change. A search term field now gets focus and shows a preset value. The textbox for \"Search term\" is now marked as focused and contains a plaintext child with the text \"AAAI 2024\", so users see a pre-filled term and the cursor in that field. Also, the initial focus is removed from the \"Add another term +\" button. It no longer lists focused=\"True\", so that control will not be the initial active element, while the \"Search\" button remains in place. Overall, the main changes are a pre-filled, focused search term and reordering of which control starts focused."
}{
"explanation": "**Setting date filters**\n\nI need to follow these steps: first, select the \"Date range\" radio button, then set the \"From\" date to 2023-12-01 and the \"To\" date to 2023-12-31. I’ve found the relevant elements: the radio button has an ID of \"345,\" the \"From\" textbox is \"355,\" and the \"To\" textbox is \"364.\" So, the plan is to click on the radio button first, then type the dates into the respective fields. I'll execute these actions sequentially.",
"performed_steps": [
{
"name": "Select the \"Date range\" radio button option for the date filter, then set the from date to \"2023-12-01\" and to date to \"2023-12-31\"",
"tools": [
"ClickTool(id='345')"
]
}
],
"changes": "URL did not change. User interface focus moved from the search term field to a date option. The search textbox loses the focused attribute, indicating it is no longer the active control. Within the date options, the \"All dates\" radio is now unchecked, while the \"Date range\" radio becomes both focused and selected. This reflects a user action selecting the date range option."
}{
"explanation": "**Inputting date range**\n\nI need to type \"2023-12-01\" in the From field and \"2023-12-31\" in the To field. I've got the IDs: the From textbox has id 355, and the To textbox has id 366, which is currently empty. I should use the TypeTool to input both dates. Since they appear independent, I might be able to perform both actions in parallel. So, I'll plan to call the TypeTool twice and respond with success after that!",
"performed_steps": [
{
"name": "Type \"2023-12-01\" in the \"From\" date input field and \"2023-12-31\" in the \"To\" date input field",
"tools": [
"TypeTool(id='355', text='2023-12-01')",
"TypeTool(id='366', text='2023-12-31')"
]
}
],
"changes": "URL did not change. A date-range area was updated to reflect prefilled values and focus state changes. The “Date range” radio no longer carries a focused attribute, while the From and To date inputs are now populated with default dates (2023-12-01 and 2023-12-31, respectively) and treated as editable plaintext fields with the date content embedded inside. In addition, the To field explicitly gains focus at this moment (focused=\"True\"), indicating the UI is guiding the user to continue with date entry. The overall effect is a more initialized date-range control with visible default values and adjusted focus behavior."
}{
"explanation": "**Executing search submission**\n\nI need to click the Search button to submit the advanced search form. In the ARIA tree, I've found a button with id 73 at the top and another with id 456 at the bottom. The initial button, id 73, seems to be for the top-level advanced search. Since the step says to click the Search button, I'll go ahead and perform a click action on element id 73 using functions.ClickTool. Let's move forward!",
"performed_steps": [
{
"name": "Click the Search button to submit the advanced search form",
"tools": [
"ClickTool(id='73')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?query=Chinese+Benchmark&searchtype=all&source=header. Narrowing the initial view, the page switched from an Advanced Search portal to a broader results listing labeled Showing 1–50 of 1,171 results for all: Chinese Benchmark, effectively taking the user from a search tool into a multi-item results feed. Key visible changes include a richer search area embedded in the main area (a search term textbox with a topics/field selector, a per-page dropdown, and a sort-by control), a long list of result items now shown under a unified results list, and a new pagination/navigation section with numbered page links and a Next button. Minor formatting tweaks were made, notably replacing some line-break wrappers with inline line breaks, and the status notifications area now uses a simpler line-break tag."
}{
"explanation": "**Navigating to a URL**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. My first step is to make the call with the given URL. After that, I’ll just provide a confirmation message to let the user know the action has been completed. There's no need for further interaction at this point, which should keep things smooth and straightforward. I'll make sure everything is clear and tidy!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/?searchtype=all&query=Chinese+Benchmark+AAAI+2024&order=-announced_date_first&start=0&date-filter_by=date_range&date-from_date=2023-12-01&date-to_date=2023-12-31",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=all&query=Chinese+Benchmark+AAAI+2024&order=-announced_date_first&start=0&date-filter_by=date_range&date-from_date=2023-12-01&date-to_date=2023-12-31')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=all&query=Chinese+Benchmark+AAAI+2024&order=-announced_date_first&start=0&date-filter_by=date_range&date-from_date=2023-12-01&date-to_date=2023-12-31. The view now shows a compact result set focused on a specific conference, replacing a broad results page with a smaller set. The main heading was reduced from \"Showing 1–50 of 1,171 results for all: Chinese Benchmark\" to \"Showing 1–3 of 3 results for all: Chinese Benchmark AAAI 2024,\" and the search term input was updated accordingly to reflect \"Chinese Benchmark AAAI 2024.\" The results list content was refreshed to show different papers (arXiv IDs, authors, and abstracts updated to AAAI/2024-era entries) and, notably, the pagination UI was removed entirely. In short, users now see three curated results with a removed Next/Go pagination flow, instead of a long, multi-page feed."
}['EXCGEC: A Benchmark for Edit-Wise Explainable Chinese Grammatical Error Correction — Jingheng Ye, Shang Qin, Yinghui Li, Xuxin Cheng, Libo Qin, Hai-Tao Zheng, Ying Shen, Peng Xing, Zishan Xu, Guo Cheng, Wenhao Jiang — Submitted 16 February, 2025', 'CORECODE: A Common Sense Annotated Dialogue Dataset with Benchmark Tasks for Chinese Large Language Models — Dan Shi, Chaobin You, Jiantao Huang, Taihao Li, Deyi Xiong — Submitted 20 December, 2023', 'Benchmarking Large Language Models in Retrieval-Augmented Generation — Jiawei Chen, Hongyu Lin, Xianpei Han, Le Sun — Submitted 20 December, 2023']
{
"explanation": "**Navigating to a URL**\n\nI need to navigate to a URL, and as an assistant, my job is to perform actions smoothly. I can just open the URL using the NavigateToUrlTool without needing to interact with ARIA. There's no necessity for multi-tool use here since I only need one tool. I’ll call functions.NavigateToUrlTool with the specified URL and then respond with a confirmation to the user. That should keep things simple!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/?terms-0-operator=AND&terms-0-term=Chinese+Benchmark&terms-0-field=all&terms-1-operator=AND&terms-1-term=AAAI+2024&terms-1-field=all&searchtype=custom&order=-announced_date_first&date-filter_by=date_range&date-from_date=2023-12-01&date-to_date=2023-12-31",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?terms-0-operator=AND&terms-0-term=Chinese+Benchmark&terms-0-field=all&terms-1-operator=AND&terms-1-term=AAAI+2024&terms-1-field=all&searchtype=custom&order=-announced_date_first&date-filter_by=date_range&date-from_date=2023-12-01&date-to_date=2023-12-31')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?terms-0-operator=AND&terms-0-term=Chinese+Benchmark&terms-0-field=all&terms-1-operator=AND&terms-1-term=AAAI+2024&terms-1-field=all&searchtype=custom&order=-announced_date_first&date-filter_by=date_range&date-from_date=2023-12-01&date-to_date=2023-12-31. The page structure shifted from showing search results to presenting a guided search help/teaching view. The main heading was simplified to “Search,” and the results list, per-page controls, sort options, and individual result items were replaced with instructional sections (Searching by Author Name, Searching by subcategory) and a Tips block. Other notable changes include adding a validation message under the search field (Field must be at least 1 character long) and removing a set of complex form controls (go button, sort/select options) in favor of descriptive guidance. A minor content formatting tweak changes a line-break rendering from a nested InlineTextBox to a single LineBreak element."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL using the tool. My plan is to perform the navigation with the NavigateToUrlTool, passing the URL. Once I do that, I should confirm that the page has loaded properly. It’s a straightforward process, so I’ll just go ahead and use this single tool for the task. After that, I can provide a brief reasoning before calling the tool.",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/?terms-0-operator=AND&terms-0-term=Chinese+Benchmark&terms-0-field=all&terms-1-operator=AND&terms-1-term=AAAI+2024&terms-1-field=all&searchtype=all&order=-announced_date_first&date-filter_by=date_range&date-from_date=2023-12-01&date-to_date=2023-12-31",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?terms-0-operator=AND&terms-0-term=Chinese+Benchmark&terms-0-field=all&terms-1-operator=AND&terms-1-term=AAAI+2024&terms-1-field=all&searchtype=all&order=-announced_date_first&date-filter_by=date_range&date-from_date=2023-12-01&date-to_date=2023-12-31')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?terms-0-operator=AND&terms-0-term=Chinese+Benchmark&terms-0-field=all&terms-1-operator=AND&terms-1-term=AAAI+2024&terms-1-field=all&searchtype=all&order=-announced_date_first&date-filter_by=date_range&date-from_date=2023-12-01&date-to_date=2023-12-31. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}NOOP because the source material does not contain the requested information (no list of papers or submission dates is present in the provided ARIA tree).
Accessibility Tree:
<RootWebArea name="Search | arXiv e-print repository" id="1" focusable="True" focused="True">
<banner id="4">
<link id="5" focusable="True">Skip to main content</link>
<banner id="8">
<link name="" id="10" focusable="True">
<image name="logo" id="11" />
</link>
<generic id="14">We gratefully acknowledge support fromthe Simons Foundation, , and all contributors.<LineBreak name="" id="17">
<InlineTextBox name=" " id="18" />
</LineBreak>
<link id="21" focusable="True">member institutions</link>
<link id="26" focusable="True">Donate</link>
</generic>
</banner>
<link name="arxiv-" id="32" focusable="True">
<image name="logo" id="33" />
</link>
<generic id="35">
<generic id="37">
<textbox name="Search term or terms" id="38" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="False" />
<paragraph id="41">|<link id="42" focusable="True">Help</link>
<link id="47" focusable="True">Advanced Search</link>
</paragraph>
</generic>
<generic id="50">
<generic id="51">
<combobox name="Field to search" id="52" invalid="false" focusable="True" hasPopup="menu">
<MenuListPopup id="53">
<option name="All fields" id="54" focusable="True" selected="True" />
<option name="Title" id="55" focusable="True" selected="False" />
<option name="Author" id="56" focusable="True" selected="False" />
<option name="Abstract" id="57" focusable="True" selected="False" />
<option name="Comments" id="58" focusable="True" selected="False" />
<option name="Journal reference" id="59" focusable="True" selected="False" />
<option name="ACM classification" id="60" focusable="True" selected="False" />
<option name="MSC classification" id="61" focusable="True" selected="False" />
<option name="Report number" id="62" focusable="True" selected="False" />
<option name="arXiv identifier" id="63" focusable="True" selected="False" />
<option name="DOI" id="64" focusable="True" selected="False" />
<option name="ORCID" id="65" focusable="True" selected="False" />
<option name="arXiv author ID" id="66" focusable="True" selected="False" />
<option name="Help pages" id="67" focusable="True" selected="False" />
<option name="Full text" id="68" focusable="True" selected="False" />
</MenuListPopup>
</combobox>
<generic id="69"> </generic>
</generic>
</generic>
<button id="71" invalid="false" focusable="True">Search</button>
</generic>
<generic id="74">
<navigation name="User menu" id="75">
<link id="76" focusable="True">Login</link>
</navigation>
</generic>
</banner>
<main id="79">
<heading id="82" level="1">Search</heading>
<link id="87" focusable="True">Search v0.5.6 released 2020-02-24</link>
<generic id="93">
<generic id="95">
<LabelText id="96">Search term or terms</LabelText>
<textbox name="Search term or terms" id="102" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="False" labelledby="" />
<generic id="105">Field must be at least 1 character long.</generic>
</generic>
<generic id="108">
<combobox id="111" invalid="false" focusable="True" hasPopup="menu" labelledby="">
<MenuListPopup id="112">
<option name="All fields" id="113" focusable="True" selected="True" />
<option name="Title" id="114" focusable="True" selected="False" />
<option name="Author(s)" id="115" focusable="True" selected="False" />
<option name="Abstract" id="116" focusable="True" selected="False" />
<option name="Comments" id="117" focusable="True" selected="False" />
<option name="Journal reference" id="118" focusable="True" selected="False" />
<option name="ACM classification" id="119" focusable="True" selected="False" />
<option name="MSC classification" id="120" focusable="True" selected="False" />
<option name="Report number" id="121" focusable="True" selected="False" />
<option name="arXiv identifier" id="122" focusable="True" selected="False" />
<option name="DOI" id="123" focusable="True" selected="False" />
<option name="ORCID" id="124" focusable="True" selected="False" />
<option name="License (URI)" id="125" focusable="True" selected="False" />
<option name="arXiv author ID" id="126" focusable="True" selected="False" />
<option name="Help pages" id="127" focusable="True" selected="False" />
<option name="Full text" id="128" focusable="True" selected="False" />
</MenuListPopup>
</combobox>
</generic>
<generic id="129">
<button id="130" invalid="false" focusable="True">Search</button>
</generic>
<generic id="134">
<radio name=" Show abstracts" id="136" invalid="false" focusable="True" checked="true" labelledby="" />
<radio name=" Hide abstracts" id="139" invalid="false" focusable="True" checked="false" labelledby="" />
</generic>
<generic id="142">
<link id="143" focusable="True">Advanced Search</link>
</generic>
</generic>
<article id="146">
<generic id="147">
<heading id="148" level="4">Searching by Author Name</heading>
</generic>
<list id="152">
<listitem id="153" level="1">Using the produces best results for author name searches.<ListMarker name="• " id="154" />
<strong id="158">Author(s) field</strong>
</listitem>
<listitem id="163" level="1">For the most precise name search, follow or pattern: example Hawking, S or Hawking, Stephen<ListMarker name="• " id="164" />
<strong id="168">surname(s), forename(s)</strong>
<strong id="173">surname(s), initial(s)</strong>
</listitem>
<listitem id="179" level="1">For best results on multiple author names, (semicolon). Example: Jin, D S; Ye, J<ListMarker name="• " id="180" />
<strong id="184">separate individuals with a ;</strong>
</listitem>
<listitem id="189" level="1">Author names enclosed in quotes will return only . For example, "Stephen Hawking" will not return matches for Stephen W. Hawking.<ListMarker name="• " id="190" />
<strong id="194">exact matches</strong>
</listitem>
<listitem id="200" level="1">Diacritic character variants are automatically searched in the Author(s) field.<ListMarker name="• " id="201" />
</listitem>
<listitem id="205" level="1">Queries with no punctuation will treat each term independently.<ListMarker name="• " id="206" />
</listitem>
</list>
</article>
<article id="210">
<generic id="211">
<heading id="212" level="4">Searching by subcategory</heading>
</generic>
<list id="216">
<listitem id="217" level="1">To search within a subcategory select .<ListMarker name="• " id="218" />
<strong id="222">All fields</strong>
</listitem>
<listitem id="227" level="1">A subcategory search can be combined with an author or keyword search by clicking on in advanced search.<ListMarker name="• " id="228" />
<strong id="232">add another term</strong>
</listitem>
</list>
</article>
<heading id="237" level="2">Tips</heading>
<paragraph id="240">Wildcards:</paragraph>
<list id="243">
<listitem id="244" level="1">Use ? to replace a single character or * to replace any number of characters.<ListMarker name="• " id="245" />
</listitem>
<listitem id="249" level="1">Can be used in any field, but not in the first character position. See Journal References tips for exceptions.<ListMarker name="• " id="250" />
</listitem>
</list>
<paragraph id="254">Expressions:</paragraph>
<list id="257">
<listitem id="258" level="1">TeX expressions can be searched, enclosed in single $ characters.<ListMarker name="• " id="259" />
</listitem>
</list>
<paragraph id="263">Phrases:</paragraph>
<list id="266">
<listitem id="267" level="1">Enclose phrases in double quotes for exact matches in title, abstract, and comments.<ListMarker name="• " id="268" />
</listitem>
</list>
<paragraph id="272">Dates:</paragraph>
<list id="275">
<listitem id="276" level="1">Sorting by announcement date will use the year and month the (v1) of the paper was announced.<ListMarker name="• " id="277" />
<emphasis id="281">original version</emphasis>
</listitem>
<listitem id="286" level="1">Sorting by submission date will use the year, month and day the of the paper was submitted.<ListMarker name="• " id="287" />
<emphasis id="291">latest version</emphasis>
</listitem>
</list>
<paragraph id="296">Journal References:</paragraph>
<list id="299">
<listitem id="300" level="1">If a journal reference search contains a wildcard, matches will be made using wildcard matching as expected. For example, will match , , .<ListMarker name="• " id="301" />
<strong id="305">math*</strong>
<emphasis id="311">math</emphasis>
<emphasis id="316">maths</emphasis>
<emphasis id="321">mathematics</emphasis>
</listitem>
<listitem id="326" level="1">If a journal reference search does contain a wildcard, only exact phrases entered will be matched. For example, would match or but or .<ListMarker name="• " id="327" />
<strong id="331">not</strong>
<strong id="336">math</strong>
<emphasis id="341">math</emphasis>
<emphasis id="346">math and science</emphasis>
<emphasis id="351">maths</emphasis>
<emphasis id="356">mathematics</emphasis>
</listitem>
<listitem id="361" level="1">All journal reference searches that do not contain a wildcard are literal searches: a search for will match all papers with journal references containing , but a search for will only return the paper with journal reference .<ListMarker name="• " id="362" />
<strong id="366">Physica A</strong>
<emphasis id="372">Physica A</emphasis>
<strong id="377">Physica A, 245 (1997) 181</strong>
<emphasis id="382">Physica A, 245 (1997) 181</emphasis>
</listitem>
</list>
</main>
<contentinfo id="387">
<navigation name="Secondary" id="388">
<list id="392">
<listitem id="393" level="1">
<link id="394" focusable="True">About</link>
</listitem>
<listitem id="397" level="1">
<link id="398" focusable="True">Help</link>
</listitem>
</list>
<list id="402">
<listitem id="403" level="1">
<link id="404" focusable="True">Contact</link>
</listitem>
<listitem id="407" level="1">
<link id="408" focusable="True">Subscribe</link>
</listitem>
</list>
<list id="414">
<listitem id="415" level="1">
<link id="416" focusable="True">Copyright</link>
</listitem>
<listitem id="419" level="1">
<link id="420" focusable="True">Privacy Policy</link>
</listitem>
</list>
<list id="424">
<listitem id="425" level="1">
<link id="426" focusable="True">Web Accessibility Assistance</link>
</listitem>
<listitem id="429" level="1">
<paragraph id="430">Get status notifications via or<link id="431" focusable="True">arXiv Operational Status </link>
<LineBreak name="" id="434">
<InlineTextBox name=" " id="435" />
</LineBreak>
<link id="438" focusable="True">email</link>
<link id="443" focusable="True">slack</link>
</paragraph>
</listitem>
</list>
</navigation>
</contentinfo>
</RootWebArea>{
"explanation": "**Navigating to URL**\n\nI need to perform a navigation step to the specified URL using the NavigateToUrlTool. I should just execute the navigation without anything fancy, no need for parallel execution here. I plan to provide the URL as a string and confirm once the page has loaded. Keeping things straightforward will make sure the user knows what's happening, and responding with confirmation is key to clear communication!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/?searchtype=all&query=Chinese+Benchmark+AAAI+2024&order=-announced_date_first&start=0&date-filter_by=date_range&date-from_date=2023-12-01&date-to_date=2023-12-31",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=all&query=Chinese+Benchmark+AAAI+2024&order=-announced_date_first&start=0&date-filter_by=date_range&date-from_date=2023-12-01&date-to_date=2023-12-31')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=all&query=Chinese+Benchmark+AAAI+2024&order=-announced_date_first&start=0&date-filter_by=date_range&date-from_date=2023-12-01&date-to_date=2023-12-31. The update mainly adds richer search and results UI around the existing results list. The main heading now states the results range and the current query (Showing 1–3 of 3 results for all: Chinese Benchmark AAAI 2024), the search term field is prefilled with the query text, and new controls for page size and sorting were introduced (Go button and sort-by options). The results list was expanded with detailed, itemized entries for specific papers (including arXiv links, authors, abstracts, and a “▽ More” reveal), replacing earlier minimal items. A small formatting tweak also consolidated a line break into a single line where previously it was split across elements."
}['EXCGEC: A Benchmark for Edit-Wise Explainable Chinese Grammatical Error Correction | Submitted 16 February, 2025; v1 submitted 30 June, 2024; originally announced July 2024. | No AAAI 2024 mention', 'CORECODE: A Common Sense Annotated Dialogue Dataset with Benchmark Tasks for Chinese Large Language Models | Submitted 20 December, 2023; originally announced December 2023. | Comments: AAAI 2024', 'Benchmarking Large Language Models in Retrieval-Augmented Generation | Submitted 20 December, 2023; v1 submitted 4 September, 2023; originally announced September 2023. | Comments: Accepted to AAAI 2024']
{
"explanation": "I see that I need to navigate to a specific URL using the NavigateToUrlTool. It's a straightforward task since there’s only one step involved. After I perform the tool action, I'll confirm that I’ve completed the navigation. It’s all about staying efficient while making sure the user knows what’s going on. Let’s get started with that tool now to make sure everything goes smoothly!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/?searchtype=all&query=%22Chinese+Benchmark%22&order=-announced_date_first&start=0",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=all&query=%22Chinese+Benchmark%22&order=-announced_date_first&start=0')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=all&query=%22Chinese+Benchmark%22&order=-announced_date_first&start=0. A search results page was navigated/updated to show a larger result set with pagination controls. The results header now states Showing 1–50 of 65 results for all: \"Chinese Benchmark\" instead of 1–3 of 3 for all: Chinese Benchmark AAAI 2024, and the per-page controls were added/expanded. Key content changes include: the search term textbox now displays a quoted value \"Chinese Benchmark\" as the default input; the results-per-page and sort-by controls were restructured into a visible combobox with the same options, and a new pagination navigation with Next and page links (1, 2) was inserted into the main content. Additionally, a status line about notifications changed from a separate LineBreak element to an inline LineBreak, affecting only line formatting."
}['MobileBench-OL: A Comprehensive Chinese Benchmark for Evaluating Mobile GUI Agents in Real-World Environment — originally announced January 2026', 'UltraEval-Audio: A Unified Framework for Comprehensive Evaluation of Audio Foundation Models — originally announced January 2026', 'AncientBench: Towards Comprehensive Evaluation on Excavated and Transmitted Chinese Corpora — originally announced December 2025', 'OmniEduBench: A Comprehensive Chinese Benchmark for Evaluating Large Language Models in Education — originally announced October 2025', 'VCB Bench: An Evaluation Benchmark for Audio-Grounded Large Language Model Conversational Agents — originally announced October 2025', 'CMDAR: A Chinese Multi-scene Dynamic Audio Reasoning Benchmark with Diverse Challenges — originally announced September 2025', "INSEva: A Comprehensive Chinese Benchmark specifically designed for evaluating AI systems' knowledge and capabilities in insurance — originally announced September 2025", 'VisFinEval: A Scenario-Driven Chinese Multimodal Benchmark for Holistic Financial Understanding — originally announced August 2025', 'BrowseMaster: Towards Scalable Web Browsing via Tool-Augmented Programmatic Agent Pair — originally announced August 2025', 'Multi-TW: Benchmarking Multimodal Models on Traditional Chinese Question Answering in Taiwan — originally announced August 2025', 'FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain — originally announced July 2025', 'Affective-ROPTester: Capability and Bias Analysis of LLMs in Predicting Retinopathy of Prematurity — originally announced July 2025', 'Infinity Parser: Layout Aware Reinforcement Learning for Scanned Document Parsing — originally announced June 2025', 'Let Androids Dream of Electric Sheep: A Human-Inspired Image Implication Understanding and Reasoning Framework — originally announced May 2025', 'Document Image Rectification Bases on Self-Adaptive Multitask Fusion — originally announced May 2025', 'FLUX-Text: A Simple and Advanced Diffusion Transformer Baseline for Scene Text Editing — originally announced May 2025', 'MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning — originally announced April 2025', 'JailBench: A Comprehensive Chinese Security Assessment Benchmark for Large Language Models — originally announced February 2025', 'CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation — originally announced February 2025', 'Chinese SimpleQA: A Chinese Factuality Evaluation for Large Language Models — originally announced November 2024', 'ChineseSafe: A Chinese Benchmark for Evaluating Safety in Large Language Models — originally announced October 2024', 'CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios — originally announced October 2024', 'Aquila2 Technical Report — originally announced August 2024', 'YuLan: An Open-source Large Language Model — originally announced June 2024', 'Causal Discovery Inspired Unsupervised Domain Adaptation for Emotion-Cause Pair Extraction — originally announced June 2024', 'FoRAG: Factuality-optimized Retrieval Augmented Generation for Web-enhanced Long-form Question Answering — originally announced June 2024', 'DomainRAG: A Chinese Benchmark for Evaluating Domain-specific Retrieval-Augmented Generation — originally announced June 2024', 'SelfCP: Compressing Over-Limit Prompt via the Frozen Large Language Model Itself — originally announced May 2024', 'CPsyExam: A Chinese Benchmark for Evaluating Psychology using Examinations — originally announced May 2024', 'CLongEval: A Chinese Benchmark for Evaluating Long-Context Large Language Models — originally announced March 2024', 'Instruction-Guided Scene Text Recognition — originally announced January 2024', 'CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models — originally announced January 2024', 'CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation — originally announced January 2024', 'MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models — originally announced December 2023', 'VK-G2T: Vision and Context Knowledge enhanced Gloss2Text — originally announced December 2023', 'JPIS: A Joint Model for Profile-based Intent Detection and Slot Filling with Slot-to-Intent Attention — originally announced December 2023', 'ZhuJiu: A Multi-dimensional, Multi-faceted Chinese Benchmark for Large Language Models — originally announced August 2023', 'CLEVA: Chinese Language Models EVAluation Platform — originally announced August 2023', 'SuperCLUE: A Comprehensive Chinese Large Language Model Benchmark — originally announced July 2023', 'Context Perception Parallel Decoder for Scene Text Recognition — originally announced July 2023', 'CARE-MI: Chinese Benchmark for Misinformation Evaluation in Maternity and Infant Care — originally announced July 2023', 'Clickbait Detection via Large Language Models — originally announced June 2023', 'CMMLU: Measuring massive multitask language understanding in Chinese — originally announced June 2023', 'Youku-mPLUG: A 10 Million Large-scale Chinese Video-Language Dataset for Pre-training and Benchmarks — originally announced June 2023', 'TextFormer: A Query-based End-to-End Text Spotter with Mixed Supervision — originally announced March 2023', 'Shuo Wen Jie Zi: Rethinking Dictionaries and Glyphs for Chinese Language Pre-training — originally announced May 2023', 'T2Ranking: A large-scale Chinese Benchmark for Passage Ranking — originally announced April 2023', 'Extending the Pre-Training of BLOOM for Improved Support of Traditional Chinese: Models, Methods and Results — originally announced March 2023', 'Matching-based Term Semantics Pre-training for Spoken Patient Query Understanding — originally announced March 2023', 'Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge — originally announced January 2023']
{
"explanation": "**Analyzing clickable elements**\n\nI'm considering if the title is a clickable link for the paper, like \"MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models.\" The ARIA tree shows just a paragraph with text and separate author information, but I need to check if the title itself is a link on the actual page. Though the title has an ID of 4345, it seems like it's not a link. There's also another ID—4351, but it's unclear. I need to figure out which element to click. **Deciding on clickable elements**\n\nI see that the title is just a paragraph, not a link, but maybe I should consider clicking on the author link with the ID 4362. No, that doesn’t seem right either. However, I suspect there may be a hidden link around the title that the ARIA tree isn't showing. Since I can only work with what's in the tree, I’ll go ahead and click on the generic element with ID 4345 using functions.ClickTool. Let's proceed with that approach!",
"performed_steps": [
{
"name": "Click on the \"MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models\" link to open that paper's page",
"tools": [
"ClickTool(id='4345')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL. I'll be using the NavigateToUrlTool with that URL to complete the task. Once I initiate this navigation, I should report back that the action is done. It's a simple process—just focus on that one action and confirm it afterwards. There really aren’t any other actions needed here, so I’ll keep it straightforward!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/abs/2312.12806",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/abs/2312.12806')"
]
}
],
"changes": "URL changed to https://arxiv.org/abs/2312.12806. You opened a specific paper page on arXiv after viewing a search results listing. The UI shifted from a generic header and search/navigation chrome to a dedicated paper view titled with the paper’s name and rich metadata. Key changes include a full paper detail section: author list, abstract, submission history, subject categories, DOI/arXiv identifiers, BibTeX/export options, and related citation tools. The banner area also consolidated branding links and search helpers into a single content block, and a minor formatting tweak was applied to the arXiv Operational Status row, moving the line break inside the paragraph."
}['MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models', '[Submitted on 20 Dec 2023]', 'Comments: accepted by AAAI-24', 'accepted by AAAI-24']
{
"explanation": "**Navigating back to search results**\n\nI'm looking to navigate back to the previous search results page. It seems like I need to click on the \"prev\" link, which has an ID of 258. I checked the ARIA tree and found that there's also a generic element with ID 257. To go back, I'll perform a click on the link with ID 258 using the click tool. Let's go ahead and execute that step!",
"performed_steps": [
{
"name": "Navigate back to the previous search results page",
"tools": [
"ClickTool(id='258')"
]
}
],
"changes": "URL changed to https://arxiv.org/prevnext?id=2312.12806&function=prev&context=cs.CL. You navigated to a specific arXiv paper page, but the UI was replaced with a temporary notice. The comprehensive paper content (title, authors, abstract, metadata, navigation, and related tools) was removed and replaced by a single generic message. The most important change is that the previous/next navigation controls are now disabled due to implementation issues, and users are instructed to use the browser back button to return to the abstract page, with an apology for the inconvenience."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/?searchtype=all&query=%22Chinese+Benchmark%22&order=-announced_date_first&start=0",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=all&query=%22Chinese+Benchmark%22&order=-announced_date_first&start=0')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=all&query=%22Chinese+Benchmark%22&order=-announced_date_first&start=0. The interface now loads a full search results page instead of showing a temporary notice about disabled navigation. You’re presented with a header/banner area, a skip-to-content link, logos, and a banner with donation and collaborator links, followed by an interactive search bar and controls. Key content updates include a detailed search form (search term field, field to search, results-per-page, sort options, and an Advanced Search link) and a comprehensive list of results (each item with title, authors, abstract snippet, and links like pdf/ps). There is also a pagination section (Next and page links) and a content-info region with additional site links (About, Help, Contact, Accessibility, status)."
}['https://arxiv.org/abs/2505.03329', 'https://arxiv.org/abs/2312.08737']
{
"explanation": "**Retrieving arXiv links**\n\nI need to find the arXiv abstract page links for papers VK-G2T and JPIS from December 2023. In the ARIA tree, these papers have the arXiv IDs: VK-G2T is arXiv:2312.10210, and JPIS is arXiv:2312.08737. This means the links will be https://arxiv.org/abs/2312.10210 and https://arxiv.org/abs/2312.08737. Since we already have these IDs, I’ll just provide the URLs as requested. No additional actions are needed!",
"performed_steps": [
{
"name": "Scroll down to find the papers \"VK-G2T\" and \"JPIS\" from December 2023 and get their arXiv abstract page links",
"tools": []
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "**Planning URL navigation**\n\nI need to navigate to a specific URL using the NavigateToUrlTool. It's clear that I only require one tool for this task, so there’s no need for any parallel processing. I'll quickly outline my plan and then proceed with the tool call. It's a straightforward process, and I’ll make sure to confirm once it's done to keep everything running smoothly! Let's get started with that.",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/abs/2312.10210",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/abs/2312.10210')"
]
}
],
"changes": "URL changed to https://arxiv.org/abs/2312.10210. You navigated from a search results view to a specific arXiv paper page. The root area label changed from the repository search header to the paper’s title (VK-G2T: Vision and Context Knowledge enhanced Gloss2Text) and the page now centers on the paper details rather than search controls. Key content changes include replacing the large, multi-section search header and results UI with the paper’s metadata and full article content: authors, submission date, abstract, and a table of additional metadata (citations, related links, and license). The previous results-per-page, sort controls, and pagination sections are removed, and the page adds scholarly content such as the submission history, view/download links, and references, along with bibliographic tools. A minor formatting tweak also tightens an arXiv status/status-notification area to use an inline line break instead of a separate block."
}{
"explanation": "I need to navigate to a specific URL using the NavigateToUrl tool. My plan is to provide the URL and then respond to the user with confirmation, keeping things straightforward. Since we only need one action here, I won't use multi_tool_use for this. I’ll just call functions.NavigateToUrlTool with the URL, and then I’ll wrap things up with a final message confirming that the navigation was successful.",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/abs/2312.08737",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/abs/2312.08737')"
]
}
],
"changes": "URL changed to https://arxiv.org/abs/2312.08737. Navigated from one arXiv article detail to another listing with a different paper. The page header and arXiv identifier now reflect JPIS: A Joint Model for Profile-based Intent Detection and Slot Filling with Slot-to-Intent Attention, replacing the previous VK-G2T entry. Key content changes include updated arXiv metadata: the arXiv link text, authors, abstract/description, and the associated “Cite as” links now point to arXiv:2312.08737 (instead of 2312.10210). The submission history and metadata blocks were rewritten to show a new versioning pattern (v1 and v2), with a note changing from “Accepted by ICASSP 2024” to “To appear in Proceedings of ICASSP 2024 (Camera-ready version)”, and the DOI/arXiv URL reflected accordingly."
}['JPIS: A Joint Model for Profile-based Intent Detection and Slot Filling with Slot-to-Intent Attention', '14 Dec 2023', 'To appear in Proceedings of ICASSP 2024 (Camera-ready version)', 'ICASSP 2024']
{
"explanation": "**Navigating to URL**\n\nI need to use the NavigateToUrlTool with the given URL. After that, I should confirm that the action was successful. It seems like I might want to follow up with ensuring everything is loaded properly. So, I'll just navigate first, using functions.NavigateToUrlTool with the provided URL. Finally, it would be good to respond with a confirmation that it's all set. Alright, let's get started with that!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/abs/2312.10210",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/abs/2312.10210')"
]
}
],
"changes": "URL changed to https://arxiv.org/abs/2312.10210. The page content was updated to present a different paper and metadata, effectively switching from a JPIS paper to VK-G2T as the main item. The headline, abstract/blockquote, and author list were replaced with the VK-G2T title, a new abstract, and a different set of authors, along with updated submission details. Key changes include updated arXiv identifiers and links (from 2312.08737 to 2312.10210, and v2/v1 references updated accordingly), a status note changed to “Accepted by ICASSP 2024,” and minor formatting tweaks such as removing several line-break/inline text wrappers in the submission history and navigation areas. Overall, the page now centers VK-G2T with revised metadata and content while removing the previous JPIS details."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to the provided URL using the NavigateToUrlTool. My plan is to make a single tool call without complicating things with parallel usage. Once I execute the navigation, I’ll confirm it has loaded properly. It feels straightforward, given the user's request to navigate to the URL. I'll prepare to outline the next steps after this navigation is complete, so the user has a clear idea of what to expect!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/?searchtype=all&query=Chinese+Benchmark+AAAI&order=-announced_date_first&start=0",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=all&query=Chinese+Benchmark+AAAI&order=-announced_date_first&start=0')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=all&query=Chinese+Benchmark+AAAI&order=-announced_date_first&start=0. The page reorganized from a generic VK-G2T page into a dedicated arXiv search results view. The header now includes a prominent logo/banner with acknowledgments, a user/login area, and a redesigned search bar with a text term field, a Field to search combobox, and a dedicated Search button. Main content was expanded to show a results overview (Showing 1–12 of 12 results for all: Chinese Benchmark AAAI) plus per-page and sort controls (results per page, Sort results by) and an enhanced results list. Each result item now includes arXiv IDs, quick action links (pdf/ps/other), subject tags, title, authors, abstract excerpt with a “More” link, and metadata. A new secondary panel adds status-related links with notification options (email, slack)."
}['HPSU: A Benchmark for Human-Level Perception in Real-World Spoken Speech Understanding — November 2025', 'Mem-PAL: Towards Memory-based Personalized Dialogue Assistants for Long-term User-Agent Interaction — November 2025', 'EXCGEC: A Benchmark for Edit-Wise Explainable Chinese Grammatical Error Correction — July 2024', 'CORECODE: A Common Sense Annotated Dialogue Dataset with Benchmark Tasks for Chinese Large Language Models — December 2023', 'Benchmarking Large Language Models in Retrieval-Augmented Generation — September 2023', 'FakeSV: A Multimodal Benchmark with Rich Social Context for Fake News Detection on Short Video Platforms — November 2022', 'Sequence-to-Action: Grammatical Error Correction with Action Guided Sequence Generation — May 2022', 'Incorporating Constituent Syntax for Coreference Resolution — February 2022', 'Text is no more Enough! A Benchmark for Profile-based Spoken Language Understanding — December 2021', 'NaturalConv: A Chinese Dialogue Dataset Towards Multi-turn Topic-driven Conversation — March 2021', 'Towards Robust Visual Information Extraction in Real World: New Dataset and Novel Solution — February 2021', 'Deep Cascade Multi-task Learning for Slot Filling in Online Shopping Assistant — March 2018']
Driver python-1772330957 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772330957 Token usage statistics: - Total: 445238 tokens (426448 input, 18790 output) - Cached: 2744 tokens (2012 input, 732 output)






Chrome driver started successfully (driver_id: python-1772392198) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/?searchtype=all&query=gravitational+waves&start=0&order=-announced_date_first",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=all&query=gravitational+waves&start=0&order=-announced_date_first')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=all&query=gravitational+waves&start=0&order=-announced_date_first. The interface was expanded from a minimal root area to a full search results page. The page now includes a branded header with skip-to-content, logo, help/advanced search links, and a user menu, followed by a rich search panel and a main results section. Key visible changes include: a large search bar with term input and field dropdown, plus controls for results per page, sorting, and abstract visibility; a pagination region and a detailed list of result items; and a navigation content area (about/help/contact/footer) added under a contentinfo region. Overall, the UI shifted from a bare canvas to a complete, interactive search results experience for arXiv e-prints."
}['Confinement transition to gravitational waves in the one-flavor Hyper Stealth Dark Matter theory — Authors: V. Ayyar; R. C. Brower; G. T. Fleming; J. Ingoldby; X. Y. Jin; N. Matsumoto; A. S. Meyer; E. T. Neil; J. C. Osborn; S. Park; C. T. Peterson; D. Schaich; P. Vranas; O. Witzel — Submitted 26 February, 2026 — arXiv:2602.23002', 'The Delta-isobar masquerade: intrahadronic phase transitions and their quark-mimicking signatures in neutron stars — Authors: Martin O. Canullan-Pascual; Germán Lugones; Ignacio F. Ranea-Sandoval; Milva G. Orsaria — Submitted 26 February, 2026 — arXiv:2602.22969', 'Relativistic Tidal Dissipation and the Gravitational-wave Signal of a White Dwarf Orbiting an Intermediate-Mass Black Hole — Authors: Yang Yang; Leif Lui; Alejandro Torres-Orjuela; Xian Chen — Submitted 26 February, 2026 — arXiv:2602.22688', 'Universality in Space Time modes of Quarkyonic Stars — Authors: D. Dey; Others not fully listed in excerpt — Submitted 25 February, 2026 — arXiv:2602.22641', 'WKB-like approach to the Unruh temperature for arbitrary acceleration — Authors: Paul M. Alsing; (additional authors not fully listed) — Submitted 25 February, 2026 — arXiv:2602.22534']
{
"explanation": "**Clarifying article access**\n\nI need to find the article titled \"Relativistic Tidal Dissipation and the Gravitational-wave Signal of a White Dwarf Orbiting an Intermediate-Mass Black Hole.\" It's listed as the third item in a list. I see that this title appears under a specific paragraph, but it looks like it's not structured as a direct link, even though titles usually are on arXiv. I should check if there’s any hidden link around the title text. **Determining clickable elements**\n\nI see there's a preceding paragraph listing authors before the title, and the title itself appears to be in a paragraph format. It’s unclear if the title is a clickable link, but the instructions say to click on the article title. I notice there's a paragraph ID 609 that might be the key element to interact with. I’ll go ahead and click on element ID 609 using the function. Let's proceed with that!",
"performed_steps": [
{
"name": "Click on the article titled \"Relativistic Tidal Dissipation and the Gravitational-wave Signal of a White Dwarf Orbiting an Intermediate-Mass Black Hole\"",
"tools": [
"ClickTool(id='609')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/abs/2602.22688",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/abs/2602.22688')"
]
}
],
"changes": "URL changed to https://arxiv.org/abs/2602.22688. The UI transitioned from a search results view to a specific paper detail page. The root context now centers on the article titled “[2602.22688] Relativistic Tidal Dissipation and the Gravitational-wave Signal of a White Dwarf Orbiting an Intermediate-Mass Black Hole,” indicating you opened a single record rather than a list of results. Key content changes include replacing the long, multi-section search header with a focused paper header that presents the author list, abstract, and metadata (comments, subjects, arXiv ID, DOI, and download/view options). The previous per-page/sort controls, pagination, and the bulk list of results were removed, and a detailed paper layout with sections like Submission history, Access Paper, References, and Bookmark tools appears. In the footer-style area, the “Get status notifications” block was simplified to a single arXiv Operational Status link with a line break."
}['Authors: Yang Yang', 'Leif Lui', 'Alejandro Torres-Orjuela', 'Xian Chen\nSubmission date: [Submitted on 26 Feb 2026]\nSubjects: High Energy Astrophysical Phenomena (astro-ph.HE)\nComments: 15 pages, 9 figures\nAbstract: Finding intermediate-mass black holes (IMBHs) and measuring their masses and spins are key to understanding massive black hole formation. White dwarf (WD)-IMBH binaries provide a unique probe because they emit both electromagnetic radiation and gravitational waves (GWs), thereby conveying richer information. However, such multi-messenger sources often enter the regime of strong gravity, where existing models fail to capture their relativistic dynamics. Here, we develop a fully relativistic model for the tidal response of a WD close to an IMBH and use it to study the secular orbital evolution as well as the GW signal. We find that for IMBHs more massive than 10^5 solar masses, tidal interaction becomes relativistic and sensitive to IMBH spin. The interaction generally dissipates binary orbital energy and angular momentum, but due to relativistic frame rotation, which reduces phase coherence across pericenter passages, the orbit-averaged tidal dissipation rate can be suppressed by up to about 50% relative to Newtonian predictions. Including tidal dissipation leads to more rapid damping of the orbital eccentricity, to the extent that the pericenter distance may even increase over time, potentially explaining quasi-periodic eruptions and secular orbital period growth. Such tidal effects accumulate into measurable phase and amplitude deviations in the GW signal. For typical space-based observations, the GW waveform mismatch can reach values of order 0.1 within 6 months. Our results indicate that relativistic tidal dissipation is both dynamically important and observationally essential for reliably predicting the multi-messenger signals of WD-IMBH systems.']
Driver python-1772392198 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772392198 Token usage statistics: - Total: 88873 tokens (84978 input, 3895 output) - Cached: 686 tokens (503 input, 183 output)














Chrome driver started successfully (driver_id: python-1772392301) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/ and search for \"GPT-4 Technical Report\"",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/')"
]
}
],
"changes": "URL changed to https://arxiv.org/. The page was expanded from a bare focusable root area to a full arXiv.org e-Print archive layout. The new structure adds a prominent banner with a skip link, logo, login, and a comprehensive search bar, plus a main content area with subject browse and multiple categorized lists. Content changes highlight a long explanatory paragraph about arXiv, a large multi-section subject tree (Physics, Mathematics, Computer Science, etc.) with nested subtopics, and an About arXiv section. A secondary navigation footer section (contentinfo) with About, Help, Contact, Subscriptions, and Accessibility items was also introduced."
}{
"explanation": "**Executing search queries**\n\nI need to search for \"GPT-4 Technical Report.\" First, I’ll focus on the input textbox with id 32 and type in the query. After that, I’ll click the search button with id 60. I think I’ll use separate tool calls for this: starting with TypeTool to input the text and then ClickTool to submit the search. It looks like I might have to do them sequentially for everything to work smoothly. Let's get started!",
"performed_steps": [
{
"name": "Search for \"GPT-4 Technical Report\" in the search bar and submit",
"tools": [
"TypeTool(id='32', text='GPT-4 Technical Report')"
]
}
],
"changes": "URL did not change. A new focus state and default content were added to the search input. The search term textbox now starts focused and contains an inline plaintext value of \"GPT-4 Technical Report\". Across several navigation lists, line breaks were adjusted: empty-named LineBreak elements now wrap an InlineTextBox to represent the break, replacing the previous plain LineBreak entries. This pattern is applied in multiple subject-area groups, likely to improve accessibility handling of line breaks in menus and lists."
}{
"explanation": "",
"performed_steps": [
{
"name": "Click the search button to submit the search",
"tools": [
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"changes": "URL changed to https://arxiv.org/search/?query=GPT-4+Technical+Report&searchtype=all&source=header. The UI shifted from a broad arXiv landing layout to a dedicated search results experience. The header now includes a prominent search bar, a Field to search dropdown, result-per-page and sort controls, and an explicit “Go” button, plus a user/login area rather than a simple banner. The content area was replaced with a numbered list of search results (32 items), each showing a paper entry with links to PDF, metadata, and an abstract tease, replacing the previous large static descriptions. In addition, the page structure was reorganized: a new top banner with skip-to-content and logos, an explicit “Showing 1–32 of 32 results for all: GPT-4 Technical Report” heading, and a detailed results list, while the old multi-section content (subject categories, About arXiv, and secondary navigations) was largely collapsed or removed in favor of a focused search-results workflow."
}{
"explanation": "**Clarifying link identification**\n\nI need to click on the \"GPT-4 Technical Report\" from the search results. I see that paragraph 2361 contains this title, but it seems like it might not actually be a clickable link. Instead, paragraph 2369 has the authors listed, and there's also a potential link with id 2372. Usually, on arXiv, titles are hyperlinks, but it looks like I have to confirm which element to click carefully. Let’s clear this up! **Identifying the clickable element**\n\nIt seems the title line might not be a link. However, the instruction is clear: “Click on the paper titled ‘GPT-4 Technical Report’ in the search results.” I think the corresponding clickable element could be around the title text with id 2361, but I'm not entirely certain. The structure suggests item 31 in the list has this title at paragraph id 2361. I’ll go ahead and attempt to click the element with that id using the ClickTool.",
"performed_steps": [
{
"name": "Click on the paper titled \"GPT-4 Technical Report\" in the search results",
"tools": [
"ClickTool(id='2361')"
]
}
],
"changes": "URL did not change. A high-level navigation or action didn’t drastically change; instead the accessibility tree was reorganized to improve content labeling and readability. The long concatenated subject tags (e.g., cs.CLcs.AI) were split into separate stacked labels (cs.CL, cs.AI, etc.) grouped under a generic container, making each subject area separately accessible to assistive tech. Additionally, a couple of micro-content changes were added for clarity: a line break that previously used a simple name attribute now includes an empty line-break container with an InlineTextBox inside, and the line-break element itself is updated to carry an empty name with an inline text element. The results-per-page and sort-by controls were re-wrapped to a nested generic structure, aligning their options under a single combobox with a dedicated MenuListPopup, and preserving the visible labels like “results per page” and “Sort results by.”"
}{
"explanation": "",
"performed_steps": [
{
"name": "Find and click the link to the abstract page of \"GPT-4 Technical Report\" (arxiv abstract link like abs/2303.xxxxx)",
"tools": [
"ClickTool(id='3916')"
]
}
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"changes": "URL changed to https://arxiv.org/abs/2303.08774. The page was transformed from a generic arXiv search results view into a focused listing for a specific GPT-4 Technical Report. The header region was reorganized and now prominently features the paper title, author list, and a dense block of metadata and sample actions (OpenAI, submission history, access options). In the main content, the previous 1–32 results/filters were replaced with a full paper detail view that includes: the GPT-4 Technical Report heading, an expanded authors section, a long descriptive abstract, an “Additional metadata” table (comments, subjects, citation info, DOI), multiple access links (View PDF, HTML, TeX Source), and a suite of bibliographic and bookmarking tools. The per-page and sort controls, as well as the long list of search results, have been removed, replaced by a comprehensive paper-specific interface with related actions and references. A minor footer change reflows the arXiv Operational Status line to a simpler, single-paragraph format."
}{
"explanation": "**Examining submission history links**\n\nI need to click on the submission history link to see all versions. In the ARIA tree, I find the \"Submission history\" heading and multiple links labeled from [v1] to [v6]. Interestingly, while [v1] is focusable, it appears that some entries don’t work as links. It seems the submission history link might actually direct me to \"view email.\" I should focus on that direction since it’s what I need to follow. **Interpreting submission history links**\n\nI think the \"submission history link\" might refer to the link with ID 441, which says \"view email,\" or possibly to a version link like [v6], which isn’t an active link. The phrase about the submission history suggests that the versions [v1] through [v6] are where I need to go. My task is to click on the first version link, [v1], which has ID 446. So, I'll use functions.ClickTool to perform this action.",
"performed_steps": [
{
"name": "Click on the submission history link to see all versions",
"tools": [
"ClickTool(id='446')"
]
}
],
"changes": "URL changed to https://arxiv.org/abs/2303.08774v1. You navigated from a generic GPT-4 Technical Report entry to a versioned arXiv page update. The UI now reflects a specific first version and a simplified author/byline, with several content blocks condensed. Key changes include updating the arXiv identifier to arXiv:2303.08774v1 in the header and related links, replacing a lengthy author list with a single OpenAI author label, and adjusting the submission-history area to present the v1/version information more compactly (v1 shown as plain text, v6 still accessible as a link). The metadata section now shows 99 pages instead of 100, and a new emphasis line highlights the latest version, while the main context remains focused on browsing by “Computer Science > Computation and Language.”"
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate back to https://arxiv.org/abs/2303.08774 to see the full submission history",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/abs/2303.08774')"
]
}
],
"changes": "URL changed to https://arxiv.org/abs/2303.08774. You opened the GPT-4 Technical Report page and the page header identifier was simplified by removing the version suffix. The header now shows \"[2303.08774] GPT-4 Technical Report\" instead of \"[2303.08774v1]...\". In the main content, the author/authors area expanded dramatically: a long list of author links is now displayed, and the metadata row was updated to say “100 pages; updated authors list; fixed author names and added citation.” Version navigation also changed, updating the arXiv link to v6 (instead of v1), and the Access Paper section gained an HTML (experimental) option in addition to the existing View PDF and TeX Source links."
}['15 Mar 2023', '4 Mar 2024']
['view email', '[v1] — Submitted on 15 Mar 2023', '[v2]', '[v3]', '[v4]', '[v5]', '[v6] — 4 Mar 2024']
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/abs/2303.08774v3",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/abs/2303.08774v3')"
]
}
],
"changes": "URL changed to https://arxiv.org/abs/2303.08774v3. The page was updated to reflect a newer tagged version of the GPT-4 Technical Report and to emphasize the versioning in the title and links. The title now includes v3 in brackets, and the arXiv credit/link also shows a v3 tag instead of the previous version label. Content and metadata were simplified and clarified: the long author list was collapsed to a single OpenAI label, a recent “latest version” note was added, and the submission history was reformatted to show a concise sequence of versions (with v3 highlighted) rather than the sprawling previous list. Several line-breaks and extraneous metadata were removed to streamline the UI, and the “From” field was updated to reflect Adrien Ecoffet as the author in the From line."
}15 Mar 2023
['15 Mar 2023', '27 Mar 2023', '4 Mar 2024']
NOOP
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<generic id="86">From: Adrien Ecoffet [] Wed, 15 Mar 2023 17:15:04 UTC (3,853 KB) Thu, 16 Mar 2023 04:59:24 UTC (3,855 KB) Mon, 27 Mar 2023 17:46:54 UTC (4,016 KB) Tue, 19 Dec 2023 00:34:40 UTC (3,850 KB) Fri, 1 Mar 2024 16:30:27 UTC (3,849 KB) Mon, 4 Mar 2024 06:01:33 UTC (3,849 KB)Current browse context:Change to browse by:<heading id="89" level="1">Computer Science > Computation and Language</heading>
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<blockquote id="121">We report the development of GPT-4, a large-scale, multimodal model which can accept image and text inputs and produce text outputs. While less capable than humans in many real-world scenarios, GPT-4 exhibits human-level performance on various professional and academic benchmarks, including passing a simulated bar exam with a score around the top 10% of test takers. GPT-4 is a Transformer-based model pre-trained to predict the next token in a document. The post-training alignment process results in improved performance on measures of factuality and adherence to desired behavior. A core component of this project was developing infrastructure and optimization methods that behave predictably across a wide range of scales. This allowed us to accurately predict some aspects of GPT-4's performance based on models trained with no more than 1/1,000th the compute of GPT-4.</blockquote>
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Chrome driver started successfully (driver_id: python-1773938826) Model: azure_openai/gpt-5-nano
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"performed_steps": [
{
"name": "search for \"Dense Passage Retrieval for Open-Domain Question Answering\" in the search bar",
"tools": [
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"changes": "URL did not change. A user interaction brought focus to the search term field. The search textbox now appears with an active focus state and includes an example text inside it. Specifically, the textbox gains focus and contains a nested plaintext snippet reading \"Dense Passage Retrieval for Open-Domain Question Answering\" as its content or placeholder. The surrounding Help and Advanced Search links remain available, but the key change is the focused input showing the example text inside the field."
}{
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}{
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}{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL, so I’ll use the NavigateToUrlTool. It seems like I should just perform the navigation and confirm the page loads afterward. Since this is a single action, I don't need to use the multi_tool_use.parallel option. I’ll just proceed with the function call to keep things straightforward. Let's move ahead with that!",
"performed_steps": [
{
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"tools": [
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]
}
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}{
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</RootWebArea>Dense Passage Retrieval for Open-Domain Question Answering
Vladimir Karpukhin; Barlas Oğuz; Sewon Min; Patrick Lewis; Ledell Wu, Sergey Edunov, Dangqi Chen, Wen-tau Yih
Facebook AI University of Washington Princeton University
{vladk, barlaso, plewis, ledell, edunov, scottyih}@fb.com
sewon@cs.washington.edu
daniqc@cs.princeton.edu
Abstract
Open-domain question answering relies on efficient passage retrieval to select candidate contexts, where traditional sparse vector space models, such as TF-IDF or BM25, are the de facto method. In this work, we show that retrieval can be practically implemented using dense representations alone, where embeddings are learned from a small number of questions and passages by a simple dual-encoder framework. When evaluated on a wide range of open-domain QA datasets, our dense retriever outperforms a strong Lucene-BM25 system by 9%-19% absolute in terms of top-20 passage retrieval accuracy, and helps our end-to-end QA system establish new state-of-the-art on multiple open-domain QA benchmarks.
1 Introduction
Open-domain question answering (QA) (Voorhees, 1999) is a task that answers factoid questions using a large collection of documents. While early QA systems are often complicated and consist of multiple components (Ferrucci (2012); Moldovan et al. (2003), inter alia), the advances of reading comprehension models suggest a much simplified
Retrieval in open-domain QA is usually implemented using TF-IDF or BM25 (Robertson and Zaragoza, 2009), which matches keywords efficiently with an inverted index and can be seen as representing the question and context in high-dimensional, sparse vectors (with weighting). Conversely, the dense, latent semantic encoding is complementary to sparse representations by design. For example, synonyms or paraphrases that consist of completely different tokens may still be mapped to vectors close to each other. Consider the question “Who is the bad guy in lord of the rings?”, which can be answered from the context “Sala Baker is best known for portraying the villain Sauron in the Lord of the Rings trilogy.” A term-based system would have difficulty retrieving such a context, while a dense retrieval system would be able to better match “bad guy” with “villain” and fetch the correct context. Dense encodings are also learnable by adjusting the embedding functions, which provides additional flexibility to have a task-specific representation. With specific in-memory data structures and indexing schemes, retrieval can be done efficiently using maximum inner product search (MIPS) algorithms (e.g., Shrivastava and Li (2014); Guo et al. (2016)).Error: Message: no such element: Unable to locate element: {"method":"css selector","selector":"[data-alumnium-id='9014']"}
(Session info: chrome=146.0.7680.80); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#nosuchelementexception
Stacktrace:
0 chromedriver 0x00000001011f2a80 cxxbridge1$str$ptr + 3158700
1 chromedriver 0x00000001011eab08 cxxbridge1$str$ptr + 3126068
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8 chromedriver 0x0000000101196648 cxxbridge1$str$ptr + 2780788
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10 chromedriver 0x000000010118704c cxxbridge1$str$ptr + 2717816
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13 chromedriver 0x00000001011ea760 cxxbridge1$str$ptr + 3125132
14 libsystem_pthread.dylib 0x000000018e78fc08 _pthread_start + 136
15 libsystem_pthread.dylib 0x000000018e78aba8 thread_start + 8
Error: 1 validation error for PressKeyTool
key
Input should be 'Backspace', 'Enter', 'Escape' or 'Tab' [type=enum, input_value='PageDown', input_type=str]
For further information visit https://errors.pydantic.dev/2.12/v/enumError: Message: unknown error: unhandled inspector error: {"code":-32000,"message":"Node is not an Element"}
(Session info: chrome=146.0.7680.80)
Stacktrace:
0 chromedriver 0x00000001011f2a80 cxxbridge1$str$ptr + 3158700
1 chromedriver 0x00000001011eab08 cxxbridge1$str$ptr + 3126068
2 chromedriver 0x0000000100cbf724 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 75036
3 chromedriver 0x0000000100ca9044 cxxbridge1$string$len + 1140
4 chromedriver 0x0000000100ca765c chromedriver + 226908
5 chromedriver 0x0000000100ca80e8 chromedriver + 229608
6 chromedriver 0x0000000100cc373c _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 91444
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17 libsystem_pthread.dylib 0x000000018e78fc08 _pthread_start + 136
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{
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"changes": "URL did not change. No changes were detected in the accessibility tree diff. Since the diff is empty, the user interface and its accessible elements appear unchanged. Therefore, there are no new or removed regions, headings, buttons, or other interactive controls to report. If you provide a non-empty diff, I can summarize the specific updates."
}Dense Passage Retrieval for Open-Domain Question Answering
Vladimir Karpukhin; Barlas Oğuz; Sewon Min†, Patrick Lewis, Ledell Wu, Sergey Edunov, Dang i Chen‡, Wen-tau Yih
Facebook AI University of Washington Princeton University
{vladk, barlas o, plewis, ledell, edunov, scottyih}@fb.com
sewon@cs.washington.edu
dan iq@cs.princeton.edu
Abstract
Open-domain question answering relies on efficient passage retrieval to select candidate contexts, where traditional sparse vector space models, such as TF-IDF or BM25, are the de facto method. In this work, we show that retrieval can be practically implemented using dense representations alone, where embeddings are learned from a small number of questions and passages by a simple dual-encoder framework. When evaluated on a wide range of open-domain QA datasets, our dense retriever outperforms a strong Lucene-BM25 system by 9%-19% absolute in terms of top-20 passage retrieval accuracy, and helps our end-to-end QA system establish new state-of-the-art on multiple open-domain QA benchmarks.
1 Introduction{
"explanation": "**Executing JavaScript for scrolling**\n\nI need to execute JavaScript to scroll the iframe content by 2000. First, I should verify that the iframe is present, and I found an iframe with an ID of 5 in the ARIA tree. Once I've confirmed it's there, I can prepare the script and call the ExecuteJavascriptTool with that script string. Afterward, I’ll respond to confirm that the action was performed. Time to get started on this!",
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"changes": "URL did not change. No changes were detected in the accessibility tree diff. Since the diff is empty, the user interface and its accessible elements appear unchanged. Therefore, there are no new or removed regions, headings, buttons, or other interactive controls to report. If you provide a non-empty diff, I can summarize the specific updates."
}{
"explanation": "**Executing JavaScript for scrolling**\n\nI need to run a JavaScript script to find and scroll to elements containing \"formula\" or \"equation.\" If those aren't found, I’ll scroll the main document to position 3000. I'll use the ExecuteJavascriptTool to craft this script to search for elements with text that matches those words, ignoring case. I also need to consider if the element could be in an iframe, meaning accessing the iframe’s content window might be necessary. I’ll start by searching the main document first. If an element is found, I will scroll it into view smoothly; otherwise, I’ll simply scroll down.",
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"changes": "URL did not change. No changes were detected in the accessibility tree diff. Since the diff is empty, the user interface and its accessible elements appear unchanged. Therefore, there are no new or removed regions, headings, buttons, or other interactive controls to report. If you provide a non-empty diff, I can summarize the specific updates."
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{
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Driver python-1773938826 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1773938826 Token usage statistics: - Total: 77389 tokens (68834 input, 8555 output) - Cached: 4131 tokens (3130 input, 1001 output)







Chrome driver started successfully (driver_id: python-1772393580) Model: azure_openai/gpt-5-nano
{
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<generic id="13">We gratefully acknowledge support from the Simons Foundation, , and all contributors.<link id="16" focusable="True">member institutions</link>
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<link name="Astrophysics Astrophysics of Galaxies" id="144" focusable="True" labelledby="">Astrophysics of Galaxies</link>
<link name="Astrophysics Cosmology and Nongalactic Astrophysics" id="149" focusable="True" labelledby="">Cosmology and Nongalactic Astrophysics</link>
<link name="Astrophysics Earth and Planetary Astrophysics" id="154" focusable="True" labelledby="">Earth and Planetary Astrophysics</link>
<link name="Astrophysics High Energy Astrophysical Phenomena" id="159" focusable="True" labelledby="">High Energy Astrophysical Phenomena</link>
<link name="Astrophysics Instrumentation and Methods for Astrophysics" id="165" focusable="True" labelledby="">Instrumentation and Methods for Astrophysics</link>
<link name="Astrophysics Solar and Stellar Astrophysics" id="170" focusable="True" labelledby="">Solar and Stellar Astrophysics</link>
</listitem>
<listitem id="173" level="1">( , , ) ; ; ; ; ; ; ; ;<ListMarker name="• " id="174" />
<link id="176" focusable="True" labelledby="">Condensed Matter</link>
<strong id="181">cond-mat</strong>
<link name="new cond-mat" id="186" focusable="True" labelledby="">new</link>
<link name="recent cond-mat" id="191" focusable="True" labelledby="">recent</link>
<link name="search cond-mat" id="196" focusable="True" labelledby="">search</link>
<link name="Condensed Matter Disordered Systems and Neural Networks" id="201" focusable="True" labelledby="">Disordered Systems and Neural Networks</link>
<link name="Condensed Matter Materials Science" id="206" focusable="True" labelledby="">Materials Science</link>
<link name="Condensed Matter Mesoscale and Nanoscale Physics" id="211" focusable="True" labelledby="">Mesoscale and Nanoscale Physics</link>
<link name="Condensed Matter Other Condensed Matter" id="216" focusable="True" labelledby="">Other Condensed Matter</link>
<link name="Condensed Matter Quantum Gases" id="222" focusable="True" labelledby="">Quantum Gases</link>
<link name="Condensed Matter Soft Condensed Matter" id="227" focusable="True" labelledby="">Soft Condensed Matter</link>
<link name="Condensed Matter Statistical Mechanics" id="232" focusable="True" labelledby="">Statistical Mechanics</link>
<link name="Condensed Matter Strongly Correlated Electrons" id="237" focusable="True" labelledby="">Strongly Correlated Electrons</link>
<link name="Condensed Matter Superconductivity" id="242" focusable="True" labelledby="">Superconductivity</link>
</listitem>
<listitem id="245" level="1">( , , )<ListMarker name="• " id="246" />
<link id="248" focusable="True" labelledby="">General Relativity and Quantum Cosmology</link>
<strong id="253">gr-qc</strong>
<link name="new gr-qc" id="258" focusable="True" labelledby="">new</link>
<link name="recent gr-qc" id="263" focusable="True" labelledby="">recent</link>
<link name="search gr-qc" id="268" focusable="True" labelledby="">search</link>
</listitem>
<listitem id="273" level="1">( , , )<ListMarker name="• " id="274" />
<link id="276" focusable="True" labelledby="">High Energy Physics - Experiment</link>
<strong id="281">hep-ex</strong>
<link name="new hep-ex" id="286" focusable="True" labelledby="">new</link>
<link name="recent hep-ex" id="291" focusable="True" labelledby="">recent</link>
<link name="search hep-ex" id="296" focusable="True" labelledby="">search</link>
</listitem>
<listitem id="301" level="1">( , , )<ListMarker name="• " id="302" />
<link id="304" focusable="True" labelledby="">High Energy Physics - Lattice</link>
<strong id="309">hep-lat</strong>
<link name="new hep-lat" id="314" focusable="True" labelledby="">new</link>
<link name="recent hep-lat" id="319" focusable="True" labelledby="">recent</link>
<link name="search hep-lat" id="324" focusable="True" labelledby="">search</link>
</listitem>
<listitem id="329" level="1">( , , )<ListMarker name="• " id="330" />
<link id="332" focusable="True" labelledby="">High Energy Physics - Phenomenology</link>
<strong id="337">hep-ph</strong>
<link name="new hep-ph" id="342" focusable="True" labelledby="">new</link>
<link name="recent hep-ph" id="347" focusable="True" labelledby="">recent</link>
<link name="search hep-ph" id="352" focusable="True" labelledby="">search</link>
</listitem>
<listitem id="357" level="1">( , , )<ListMarker name="• " id="358" />
<link id="360" focusable="True" labelledby="">High Energy Physics - Theory</link>
<strong id="365">hep-th</strong>
<link name="new hep-th" id="370" focusable="True" labelledby="">new</link>
<link name="recent hep-th" id="375" focusable="True" labelledby="">recent</link>
<link name="search hep-th" id="380" focusable="True" labelledby="">search</link>
</listitem>
<listitem id="385" level="1">( , , )<ListMarker name="• " id="386" />
<link id="388" focusable="True" labelledby="">Mathematical Physics</link>
<strong id="393">math-ph</strong>
<link name="new math-ph" id="398" focusable="True" labelledby="">new</link>
<link name="recent math-ph" id="403" focusable="True" labelledby="">recent</link>
<link name="search math-ph" id="408" focusable="True" labelledby="">search</link>
</listitem>
<listitem id="413" level="1">( , , )includes: ; ; ; ;<ListMarker name="• " id="414" />
<link id="416" focusable="True" labelledby="">Nonlinear Sciences</link>
<strong id="421">nlin</strong>
<link name="new nlin" id="426" focusable="True" labelledby="">new</link>
<link name="recent nlin" id="431" focusable="True" labelledby="">recent</link>
<link name="search nlin" id="436" focusable="True" labelledby="">search</link>
<LineBreak name="" id="441">
<InlineTextBox name=" " id="442" />
</LineBreak>
<link name="Nonlinear Sciences Adaptation and Self-Organizing Systems" id="445" focusable="True" labelledby="">Adaptation and Self-Organizing Systems</link>
<link name="Nonlinear Sciences Cellular Automata and Lattice Gases" id="450" focusable="True" labelledby="">Cellular Automata and Lattice Gases</link>
<link name="Nonlinear Sciences Chaotic Dynamics" id="455" focusable="True" labelledby="">Chaotic Dynamics</link>
<link name="Nonlinear Sciences Exactly Solvable and Integrable Systems" id="460" focusable="True" labelledby="">Exactly Solvable and Integrable Systems</link>
<link name="Nonlinear Sciences Pattern Formation and Solitons" id="465" focusable="True" labelledby="">Pattern Formation and Solitons</link>
</listitem>
<listitem id="469" level="1">( , , )<ListMarker name="• " id="470" />
<link id="472" focusable="True" labelledby="">Nuclear Experiment</link>
<strong id="477">nucl-ex</strong>
<link name="new nucl-ex" id="482" focusable="True" labelledby="">new</link>
<link name="recent nucl-ex" id="487" focusable="True" labelledby="">recent</link>
<link name="search nucl-ex" id="492" focusable="True" labelledby="">search</link>
</listitem>
<listitem id="497" level="1">( , , )<ListMarker name="• " id="498" />
<link id="500" focusable="True" labelledby="">Nuclear Theory</link>
<strong id="505">nucl-th</strong>
<link name="new nucl-th" id="510" focusable="True" labelledby="">new</link>
<link name="recent nucl-th" id="515" focusable="True" labelledby="">recent</link>
<link name="search nucl-th" id="520" focusable="True" labelledby="">search</link>
</listitem>
<listitem id="525" level="1">( , , )includes: ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ;<ListMarker name="• " id="526" />
<link id="528" focusable="True" labelledby="">Physics</link>
<strong id="533">physics</strong>
<link name="new physics" id="538" focusable="True" labelledby="">new</link>
<link name="recent physics" id="543" focusable="True" labelledby="">recent</link>
<link name="search physics" id="548" focusable="True" labelledby="">search</link>
<LineBreak name="" id="553">
<InlineTextBox name=" " id="554" />
</LineBreak>
<link name="Physics Accelerator Physics" id="557" focusable="True" labelledby="">Accelerator Physics</link>
<link name="Physics Applied Physics" id="562" focusable="True" labelledby="">Applied Physics</link>
<link name="Physics Atmospheric and Oceanic Physics" id="567" focusable="True" labelledby="">Atmospheric and Oceanic Physics</link>
<link name="Physics Atomic and Molecular Clusters" id="572" focusable="True" labelledby="">Atomic and Molecular Clusters</link>
<link name="Physics Atomic Physics" id="577" focusable="True" labelledby="">Atomic Physics</link>
<link name="Physics Biological Physics" id="582" focusable="True" labelledby="">Biological Physics</link>
<link name="Physics Chemical Physics" id="587" focusable="True" labelledby="">Chemical Physics</link>
<link name="Physics Classical Physics" id="593" focusable="True" labelledby="">Classical Physics</link>
<link name="Physics Computational Physics" id="598" focusable="True" labelledby="">Computational Physics</link>
<link name="Physics Data Analysis, Statistics and Probability" id="603" focusable="True" labelledby="">Data Analysis, Statistics and Probability</link>
<link name="Physics Fluid Dynamics" id="608" focusable="True" labelledby="">Fluid Dynamics</link>
<link name="Physics General Physics" id="613" focusable="True" labelledby="">General Physics</link>
<link name="Physics Geophysics" id="618" focusable="True" labelledby="">Geophysics</link>
<link name="Physics History and Philosophy of Physics" id="623" focusable="True" labelledby="">History and Philosophy of Physics</link>
<link name="Physics Instrumentation and Detectors" id="629" focusable="True" labelledby="">Instrumentation and Detectors</link>
<link name="Physics Medical Physics" id="634" focusable="True" labelledby="">Medical Physics</link>
<link name="Physics Optics" id="639" focusable="True" labelledby="">Optics</link>
<link name="Physics Physics and Society" id="644" focusable="True" labelledby="">Physics and Society</link>
<link name="Physics Physics Education" id="649" focusable="True" labelledby="">Physics Education</link>
<link name="Physics Plasma Physics" id="654" focusable="True" labelledby="">Plasma Physics</link>
<link name="Physics Popular Physics" id="659" focusable="True" labelledby="">Popular Physics</link>
<link name="Physics Space Physics" id="664" focusable="True" labelledby="">Space Physics</link>
</listitem>
<listitem id="667" level="1">( , , )<ListMarker name="• " id="668" />
<link id="670" focusable="True" labelledby="">Quantum Physics</link>
<strong id="675">quant-ph</strong>
<link name="new quant-ph" id="680" focusable="True" labelledby="">new</link>
<link name="recent quant-ph" id="685" focusable="True" labelledby="">recent</link>
<link name="search quant-ph" id="690" focusable="True" labelledby="">search</link>
</listitem>
</list>
<heading id="695" level="2">Mathematics</heading>
<list id="698">
<listitem id="699" level="1">( , , )includes: (see ): ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ;<ListMarker name="• " id="700" />
<link id="702" focusable="True" labelledby="">Mathematics</link>
<strong id="707">math</strong>
<link name="new math" id="712" focusable="True" labelledby="">new</link>
<link name="recent math" id="717" focusable="True" labelledby="">recent</link>
<link name="search math" id="722" focusable="True" labelledby="">search</link>
<LineBreak name="" id="727">
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</LineBreak>
<link name="detailed description Mathematics" id="731" focusable="True" labelledby="">detailed description</link>
<link name="Mathematics Algebraic Geometry" id="736" focusable="True" labelledby="">Algebraic Geometry</link>
<link name="Mathematics Algebraic Topology" id="741" focusable="True" labelledby="">Algebraic Topology</link>
<link name="Mathematics Analysis of PDEs" id="746" focusable="True" labelledby="">Analysis of PDEs</link>
<link name="Mathematics Category Theory" id="751" focusable="True" labelledby="">Category Theory</link>
<link name="Mathematics Classical Analysis and ODEs" id="756" focusable="True" labelledby="">Classical Analysis and ODEs</link>
<link name="Mathematics Combinatorics" id="761" focusable="True" labelledby="">Combinatorics</link>
<link name="Mathematics Commutative Algebra" id="766" focusable="True" labelledby="">Commutative Algebra</link>
<link name="Mathematics Complex Variables" id="771" focusable="True" labelledby="">Complex Variables</link>
<link name="Mathematics Differential Geometry" id="776" focusable="True" labelledby="">Differential Geometry</link>
<link name="Mathematics Dynamical Systems" id="781" focusable="True" labelledby="">Dynamical Systems</link>
<link name="Mathematics Functional Analysis" id="786" focusable="True" labelledby="">Functional Analysis</link>
<link name="Mathematics General Mathematics" id="791" focusable="True" labelledby="">General Mathematics</link>
<link name="Mathematics General Topology" id="796" focusable="True" labelledby="">General Topology</link>
<link name="Mathematics Geometric Topology" id="801" focusable="True" labelledby="">Geometric Topology</link>
<link name="Mathematics Group Theory" id="807" focusable="True" labelledby="">Group Theory</link>
<link name="Mathematics History and Overview" id="812" focusable="True" labelledby="">History and Overview</link>
<link name="Mathematics Information Theory" id="817" focusable="True" labelledby="">Information Theory</link>
<link name="Mathematics K-Theory and Homology" id="822" focusable="True" labelledby="">K-Theory and Homology</link>
<link name="Mathematics Logic" id="827" focusable="True" labelledby="">Logic</link>
<link name="Mathematics Mathematical Physics" id="832" focusable="True" labelledby="">Mathematical Physics</link>
<link name="Mathematics Metric Geometry" id="837" focusable="True" labelledby="">Metric Geometry</link>
<link name="Mathematics Number Theory" id="842" focusable="True" labelledby="">Number Theory</link>
<link name="Mathematics Numerical Analysis" id="847" focusable="True" labelledby="">Numerical Analysis</link>
<link name="Mathematics Operator Algebras" id="852" focusable="True" labelledby="">Operator Algebras</link>
<link name="Mathematics Optimization and Control" id="857" focusable="True" labelledby="">Optimization and Control</link>
<link name="Mathematics Probability" id="862" focusable="True" labelledby="">Probability</link>
<link name="Mathematics Quantum Algebra" id="867" focusable="True" labelledby="">Quantum Algebra</link>
<link name="Mathematics Representation Theory" id="872" focusable="True" labelledby="">Representation Theory</link>
<link name="Mathematics Rings and Algebras" id="877" focusable="True" labelledby="">Rings and Algebras</link>
<link name="Mathematics Spectral Theory" id="882" focusable="True" labelledby="">Spectral Theory</link>
<link name="Mathematics Statistics Theory" id="887" focusable="True" labelledby="">Statistics Theory</link>
<link name="Mathematics Symplectic Geometry" id="892" focusable="True" labelledby="">Symplectic Geometry</link>
</listitem>
</list>
<heading id="895" level="2">Computer Science</heading>
<list id="898">
<listitem id="899" level="1">( , , )includes: (see ): ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ;<ListMarker name="• " id="900" />
<link id="902" focusable="True" labelledby="">Computing Research Repository</link>
<strong id="907">CoRR</strong>
<link name="new CoRR" id="912" focusable="True" labelledby="">new</link>
<link name="recent CoRR" id="917" focusable="True" labelledby="">recent</link>
<link name="search CoRR" id="922" focusable="True" labelledby="">search</link>
<LineBreak name="" id="927">
<InlineTextBox name=" " id="928" />
</LineBreak>
<link name="detailed description Computing Research Repository" id="931" focusable="True" labelledby="">detailed description</link>
<link name="Computing Research Repository Artificial Intelligence" id="936" focusable="True" labelledby="">Artificial Intelligence</link>
<link name="Computing Research Repository Computation and Language" id="941" focusable="True" labelledby="">Computation and Language</link>
<link name="Computing Research Repository Computational Complexity" id="946" focusable="True" labelledby="">Computational Complexity</link>
<link name="Computing Research Repository Computational Engineering, Finance, and Science" id="951" focusable="True" labelledby="">Computational Engineering, Finance, and Science</link>
<link name="Computing Research Repository Computational Geometry" id="957" focusable="True" labelledby="">Computational Geometry</link>
<link name="Computing Research Repository Computer Science and Game Theory" id="962" focusable="True" labelledby="">Computer Science and Game Theory</link>
<link name="Computing Research Repository Computer Vision and Pattern Recognition" id="967" focusable="True" labelledby="">Computer Vision and Pattern Recognition</link>
<link name="Computing Research Repository Computers and Society" id="972" focusable="True" labelledby="">Computers and Society</link>
<link name="Computing Research Repository Cryptography and Security" id="977" focusable="True" labelledby="">Cryptography and Security</link>
<link name="Computing Research Repository Data Structures and Algorithms" id="983" focusable="True" labelledby="">Data Structures and Algorithms</link>
<link name="Computing Research Repository Databases" id="988" focusable="True" labelledby="">Databases</link>
<link name="Computing Research Repository Digital Libraries" id="993" focusable="True" labelledby="">Digital Libraries</link>
<link name="Computing Research Repository Discrete Mathematics" id="998" focusable="True" labelledby="">Discrete Mathematics</link>
<link name="Computing Research Repository Distributed, Parallel, and Cluster Computing" id="1003" focusable="True" labelledby="">Distributed, Parallel, and Cluster Computing</link>
<link name="Computing Research Repository Emerging Technologies" id="1008" focusable="True" labelledby="">Emerging Technologies</link>
<link name="Computing Research Repository Formal Languages and Automata Theory" id="1013" focusable="True" labelledby="">Formal Languages and Automata Theory</link>
<link name="Computing Research Repository General Literature" id="1018" focusable="True" labelledby="">General Literature</link>
<link name="Computing Research Repository Graphics" id="1023" focusable="True" labelledby="">Graphics</link>
<link name="Computing Research Repository Hardware Architecture" id="1028" focusable="True" labelledby="">Hardware Architecture</link>
<link name="Computing Research Repository Human-Computer Interaction" id="1033" focusable="True" labelledby="">Human-Computer Interaction</link>
<link name="Computing Research Repository Information Retrieval" id="1038" focusable="True" labelledby="">Information Retrieval</link>
<link name="Computing Research Repository Information Theory" id="1043" focusable="True" labelledby="">Information Theory</link>
<link name="Computing Research Repository Logic in Computer Science" id="1049" focusable="True" labelledby="">Logic in Computer Science</link>
<link name="Computing Research Repository Machine Learning" id="1054" focusable="True" labelledby="">Machine Learning</link>
<link name="Computing Research Repository Mathematical Software" id="1059" focusable="True" labelledby="">Mathematical Software</link>
<link name="Computing Research Repository Multiagent Systems" id="1064" focusable="True" labelledby="">Multiagent Systems</link>
<link name="Computing Research Repository Multimedia" id="1069" focusable="True" labelledby="">Multimedia</link>
<link name="Computing Research Repository Networking and Internet Architecture" id="1074" focusable="True" labelledby="">Networking and Internet Architecture</link>
<link name="Computing Research Repository Neural and Evolutionary Computing" id="1079" focusable="True" labelledby="">Neural and Evolutionary Computing</link>
<link name="Computing Research Repository Numerical Analysis" id="1085" focusable="True" labelledby="">Numerical Analysis</link>
<link name="Computing Research Repository Operating Systems" id="1090" focusable="True" labelledby="">Operating Systems</link>
<link name="Computing Research Repository Other Computer Science" id="1095" focusable="True" labelledby="">Other Computer Science</link>
<link name="Computing Research Repository Performance" id="1100" focusable="True" labelledby="">Performance</link>
<link name="Computing Research Repository Programming Languages" id="1105" focusable="True" labelledby="">Programming Languages</link>
<link name="Computing Research Repository Robotics" id="1110" focusable="True" labelledby="">Robotics</link>
<link name="Computing Research Repository Social and Information Networks" id="1115" focusable="True" labelledby="">Social and Information Networks</link>
<link name="Computing Research Repository Software Engineering" id="1121" focusable="True" labelledby="">Software Engineering</link>
<link name="Computing Research Repository Sound" id="1126" focusable="True" labelledby="">Sound</link>
<link name="Computing Research Repository Symbolic Computation" id="1131" focusable="True" labelledby="">Symbolic Computation</link>
<link name="Computing Research Repository Systems and Control" id="1136" focusable="True" labelledby="">Systems and Control</link>
</listitem>
</list>
<heading id="1139" level="2">Quantitative Biology</heading>
<list id="1142">
<listitem id="1143" level="1">( , , )includes: (see ): ; ; ; ; ; ; ; ; ;<ListMarker name="• " id="1144" />
<link id="1146" focusable="True" labelledby="">Quantitative Biology</link>
<strong id="1151">q-bio</strong>
<link name="new q-bio" id="1156" focusable="True" labelledby="">new</link>
<link name="recent q-bio" id="1161" focusable="True" labelledby="">recent</link>
<link name="search q-bio" id="1166" focusable="True" labelledby="">search</link>
<LineBreak name="" id="1171">
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<link name="detailed description Quantitative Biology" id="1175" focusable="True" labelledby="">detailed description</link>
<link name="Quantitative Biology Biomolecules" id="1180" focusable="True" labelledby="">Biomolecules</link>
<link name="Quantitative Biology Cell Behavior" id="1185" focusable="True" labelledby="">Cell Behavior</link>
<link name="Quantitative Biology Genomics" id="1190" focusable="True" labelledby="">Genomics</link>
<link name="Quantitative Biology Molecular Networks" id="1195" focusable="True" labelledby="">Molecular Networks</link>
<link name="Quantitative Biology Neurons and Cognition" id="1200" focusable="True" labelledby="">Neurons and Cognition</link>
<link name="Quantitative Biology Other Quantitative Biology" id="1205" focusable="True" labelledby="">Other Quantitative Biology</link>
<link name="Quantitative Biology Populations and Evolution" id="1210" focusable="True" labelledby="">Populations and Evolution</link>
<link name="Quantitative Biology Quantitative Methods" id="1216" focusable="True" labelledby="">Quantitative Methods</link>
<link name="Quantitative Biology Subcellular Processes" id="1221" focusable="True" labelledby="">Subcellular Processes</link>
<link name="Quantitative Biology Tissues and Organs" id="1226" focusable="True" labelledby="">Tissues and Organs</link>
</listitem>
</list>
<heading id="1229" level="2">Quantitative Finance</heading>
<list id="1232">
<listitem id="1233" level="1">( , , )includes: (see ): ; ; ; ; ; ; ; ;<ListMarker name="• " id="1234" />
<link id="1236" focusable="True" labelledby="">Quantitative Finance</link>
<strong id="1241">q-fin</strong>
<link name="new q-fin" id="1246" focusable="True" labelledby="">new</link>
<link name="recent q-fin" id="1251" focusable="True" labelledby="">recent</link>
<link name="search q-fin" id="1256" focusable="True" labelledby="">search</link>
<LineBreak name="" id="1261">
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<link name="detailed description Quantitative Finance" id="1265" focusable="True" labelledby="">detailed description</link>
<link name="Quantitative Finance Computational Finance" id="1270" focusable="True" labelledby="">Computational Finance</link>
<link name="Quantitative Finance Economics" id="1275" focusable="True" labelledby="">Economics</link>
<link name="Quantitative Finance General Finance" id="1280" focusable="True" labelledby="">General Finance</link>
<link name="Quantitative Finance Mathematical Finance" id="1285" focusable="True" labelledby="">Mathematical Finance</link>
<link name="Quantitative Finance Portfolio Management" id="1290" focusable="True" labelledby="">Portfolio Management</link>
<link name="Quantitative Finance Pricing of Securities" id="1295" focusable="True" labelledby="">Pricing of Securities</link>
<link name="Quantitative Finance Risk Management" id="1300" focusable="True" labelledby="">Risk Management</link>
<link name="Quantitative Finance Statistical Finance" id="1306" focusable="True" labelledby="">Statistical Finance</link>
<link name="Quantitative Finance Trading and Market Microstructure" id="1311" focusable="True" labelledby="">Trading and Market Microstructure</link>
</listitem>
</list>
<heading id="1314" level="2">Statistics</heading>
<list id="1317">
<listitem id="1318" level="1">( , , )includes: (see ): ; ; ; ; ;<ListMarker name="• " id="1319" />
<link id="1321" focusable="True" labelledby="">Statistics</link>
<strong id="1326">stat</strong>
<link name="new stat" id="1331" focusable="True" labelledby="">new</link>
<link name="recent stat" id="1336" focusable="True" labelledby="">recent</link>
<link name="search stat" id="1341" focusable="True" labelledby="">search</link>
<LineBreak name="" id="1346">
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<link name="detailed description Statistics" id="1350" focusable="True" labelledby="">detailed description</link>
<link name="Statistics Applications" id="1355" focusable="True" labelledby="">Applications</link>
<link name="Statistics Computation" id="1360" focusable="True" labelledby="">Computation</link>
<link name="Statistics Machine Learning" id="1365" focusable="True" labelledby="">Machine Learning</link>
<link name="Statistics Methodology" id="1370" focusable="True" labelledby="">Methodology</link>
<link name="Statistics Other Statistics" id="1375" focusable="True" labelledby="">Other Statistics</link>
<link name="Statistics Statistics Theory" id="1380" focusable="True" labelledby="">Statistics Theory</link>
</listitem>
</list>
<heading id="1383" level="2">Electrical Engineering and Systems Science</heading>
<list id="1386">
<listitem id="1387" level="1">( , , )includes: (see ): ; ; ;<ListMarker name="• " id="1388" />
<link id="1390" focusable="True" labelledby="">Electrical Engineering and Systems Science</link>
<strong id="1395">eess</strong>
<link name="new eess" id="1400" focusable="True" labelledby="">new</link>
<link name="recent eess" id="1405" focusable="True" labelledby="">recent</link>
<link name="search eess" id="1410" focusable="True" labelledby="">search</link>
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<link name="detailed description Electrical Engineering and Systems Science" id="1419" focusable="True" labelledby="">detailed description</link>
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<link name="Electrical Engineering and Systems Science Image and Video Processing" id="1429" focusable="True" labelledby="">Image and Video Processing</link>
<link name="Electrical Engineering and Systems Science Signal Processing" id="1434" focusable="True" labelledby="">Signal Processing</link>
<link name="Electrical Engineering and Systems Science Systems and Control" id="1439" focusable="True" labelledby="">Systems and Control</link>
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<listitem id="1446" level="1">( , , )includes: (see ): ; ;<ListMarker name="• " id="1447" />
<link id="1449" focusable="True" labelledby="">Economics</link>
<strong id="1454">econ</strong>
<link name="new econ" id="1459" focusable="True" labelledby="">new</link>
<link name="recent econ" id="1464" focusable="True" labelledby="">recent</link>
<link name="search econ" id="1469" focusable="True" labelledby="">search</link>
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<link name="Economics General Economics" id="1488" focusable="True" labelledby="">General Economics</link>
<link name="Economics Theoretical Economics" id="1493" focusable="True" labelledby="">Theoretical Economics</link>
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<heading id="1496" level="2">About arXiv</heading>
<list id="1499">
<listitem id="1500" level="1">
<ListMarker name="• " id="1501" />
<link id="1503" focusable="True">General information</link>
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<ListMarker name="• " id="1507" />
<link id="1509" focusable="True">How to Submit to arXiv</link>
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<ListMarker name="• " id="1513" />
<link id="1515" focusable="True">Membership & Giving</link>
</listitem>
<listitem id="1518" level="1">
<ListMarker name="• " id="1519" />
<link id="1521" focusable="True">Who We Are</link>
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<contentinfo id="1524">
<navigation name="Secondary" id="1525">
<list id="1529">
<listitem id="1530" level="1">
<link id="1531" focusable="True">About</link>
</listitem>
<listitem id="1534" level="1">
<link id="1535" focusable="True">Help</link>
</listitem>
</list>
<list id="1539">
<listitem id="1540" level="1">
<link id="1541" focusable="True">Contact</link>
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<listitem id="1544" level="1">
<link id="1545" focusable="True">Subscribe</link>
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</list>
<list id="1551">
<listitem id="1552" level="1">
<link id="1553" focusable="True">Copyright</link>
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<listitem id="1556" level="1">
<link id="1557" focusable="True">Privacy Policy</link>
</listitem>
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<list id="1561">
<listitem id="1562" level="1">
<link id="1563" focusable="True">Web Accessibility Assistance</link>
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<link id="1568" focusable="True">arXiv Operational Status </link>
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</RootWebArea>{
"explanation": "**Clicking Cornell University link**\n\nI see that I need to click the Cornell University logo or link in the header. According to the ARIA tree, there's a link containing an image with an ID of 11 inside a link element with ID 10. So, it looks like I’ll click that link element with ID 10. My next action will be to use the ClickTool function with this ID. Let's go ahead and proceed!",
"performed_steps": [
{
"name": "click the Cornell University logo/link in the header",
"tools": [
"ClickTool(id='10')"
]
}
],
"changes": "URL changed to https://www.cornell.edu/. A site-wide navigation overhaul occurred, shifting from an arXiv-based layout to a Cornell University homepage structure. The header now includes a Skip-to-content link, a main site navigation banner with a homepage link, and a full top navigation with clearly labeled sections and expandable sub-menus. Content condensed from a large subject-indexed archive to a university-centric hub: the main area now centers on “Cornell University” with a marquee, news blocks, videos, and introductory text, plus a simplified footer/navigation region. The old arXiv-specific content (subject lists, search forms, and login/ai-driven content) was replaced with university-focused links (Helpful Links, Visiting Cornell, Ithaca Today, social and contact items) and a more compact footer set (University Relations, Privacy, Accessibility, etc.)."
}NOOP
{
"explanation": "**Navigating to About Cornell**\n\nI need to find the About Cornell page or the enrollment/facts page with student statistics. I see I have an ARIA tree with a link for About Cornell, which has an ID of 16 under the main navigation. I'll simulate a click on that link. Before doing so, I might need to expand the sub-menu since there’s a toggle button with ID 19. I'll attempt to click ID 16 directly if it's visible and use the tool.",
"performed_steps": [
{
"name": "navigate to the About Cornell page or find enrollment/facts page with student statistics",
"tools": [
"ClickTool(id='16')"
]
}
],
"changes": "URL changed to https://www.cornell.edu/about/. Navigated from the Cornell University homepage to a dedicated About Cornell page with a new secondary navigation. The page structure was significantly expanded: a persistent secondary menu labeled About appears, and a large layout table introduces multiple content sections rather than a single heading. Key content changes include rich, labeled content areas such as KNOWLEDGE FOR THE GREATER GOOD and CORNELL CAMPUSES & LOCATIONS (with multiple campus entries and a See All Locations link), plus a QUICK FACTS section and a profile/history narrative. Interactive elements were added or relocated, including a Pause video button, Explore Cornell's History, BACK TO TOP, and various location and map-related links, replacing the previous news-centric content and older main heading."
}16,138
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Chrome driver started successfully (driver_id: python-1772393688) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI need to start by navigating to the specified URL using the NavigateToUrlTool. Once I'm there, I should acknowledge that I've successfully navigated. After that, I might need to locate the Statistics section, which may involve parsing the page. I could also use the ScrollTool to reach the section if necessary. But first things first—I'll focus on navigating by calling the NavigateToUrlTool and then confirm my progress.",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/?query=machine+learning&searchtype=all&start=0 and look for papers in the Statistics section",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?query=machine+learning&searchtype=all&start=0')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?query=machine+learning&searchtype=all&start=0. The interface now shows a full search results page for arXiv instead of a minimal root. The main area includes a banner with a skip link, logo, organization notes, a prominent search bar with field selection, and a Login/User menu, plus a main heading and a large, numbered results list. Key user-visible changes include: a complete search form with field chooser (All fields, Title, Author, etc.), a per-page and sort control, and a Go/Search button; a paginated list of results with each item showing arXiv IDs and actions (pdf, ps, other) and metadata; and a bottom pagination control. There is also a contentinfo section with About/Help/Contact links and a status/notification line."
}{
"explanation": "**Navigating advanced search tools**\n\nI'm trying to make sense of how to access the Advanced Search features. I think I need to click on the \"Advanced Search\" link with id 38 and see if there's a drop-down for subject areas. There seems to be a classification system in ARXiv, but I'm unsure about the specifics, including whether to use filters like \"Statistics.\" I’ll navigate URLs sequentially, first going to the link and then clicking. Let's get started with that!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/?query=machine+learning&searchtype=all&start=0&order=-announced_date_first and filter results to show only Statistics (stat) papers by selecting the subject area filter",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?query=machine+learning&searchtype=all&start=0&order=-announced_date_first')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?query=machine+learning&searchtype=all&start=0&order=-announced_date_first. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "**Navigating to the URL**\n\nI need to navigate to the given URL using the NavigateToUrlTool. After that, it’s essential to confirm that I've completed that step. Keeping it concise is key here. Since there’s no need for further interaction after this, I’ll just focus on that call to the tool. Let's get started!",
"performed_steps": [
{
"name": "Navigate to the URL https://arxiv.org/search/?searchtype=all&query=machine+learning&start=0&order=-announced_date_first&classification-statistics=y",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=all&query=machine+learning&start=0&order=-announced_date_first&classification-statistics=y')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=all&query=machine+learning&start=0&order=-announced_date_first&classification-statistics=y. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}['Model Agreement via Anchoring', 'arXiv:2602.23360', '…-- the extent to which two machine learning models disagree in their predictions. We adopt a simple and standard notion of model disagreement in real-valued prediction problems, namely the expected squared difference in predictions between two models trained on independent samples, without any coordination of the trai…']
{
"explanation": "**Processing paper title**\n\nI need to click on the paper titled \"Model Agreement via Anchoring\" to access full details. It’s the first result in the ARIA tree listing. The title corresponds to a paragraph with ID 269. So, my action is to click on the element with that ID. I'll use the ClickTool function for this single call, and then I'll confirm the action. This should all go smoothly since I don’t need any parallel calls here.",
"performed_steps": [
{
"name": "Click on the paper titled \"Model Agreement via Anchoring\" to open its full details page",
"tools": [
"ClickTool(id='269')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "**Navigating to arXiv abstract page**\n\nI need to navigate to the arXiv abstract page for 2602.23360. I'll perform this by using the NavigateToUrlTool with the appropriate URL. There's no need for any parallel actions, so I just need to confirm the action and proceed. I won't be able to fetch the content directly, but I can simulate the navigation to the URL and provide a brief note afterward. Let's get started!",
"performed_steps": [
{
"name": "Navigate to the arxiv abstract page for paper 2602.23360 at https://arxiv.org/abs/2602.23360",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/abs/2602.23360')"
]
}
],
"changes": "URL changed to https://arxiv.org/abs/2602.23360. The interface shifted from a broad search results view to a detailed listing for a single paper. The after-state mounts a dedicated paper page with a new title “Model Agreement via Anchoring,” author list, and a substantial metadata block, replacing the previous long list of search results. Key content changes include the addition of a Submission history, explicit Access Paper options (View PDF, HTML, TeX Source), and a References & Citations section, plus bibliographic tools and bookmarking controls. Some previously collapsed search controls and per-page/sort UI have been removed or moved into a compact metadata panel, while the header now foregrounds the paper’s identity and provenance rather than the overall search context."
}Abstract: Numerous lies of aim to cotrol -- the extet to which two machie learig moels isagree i their preictios. We aopt a simple a staar otio of i real-value preictio problems, amely the expecte square ifferece i preictios betwee two moels traie o iepeet samples, without ay cooriatio of the traiig processes. We woul lie to be able to rive isagreemet to zero with some atural parameter(s) of the traiing proceure usig aalyses that ca be applie to existig traiig methoologies.We edevelop a simple geeral techique for provig bous o iepeet base o to the average of two moels withi the aalysis. We the apply this techique to prove isagreemet bous for four commoly use machie learig algorithms: (1) stace aggregatio over a arbitrary moel class (where isagreemet is rive to 0 with the umber of moels beig stace) (2) graiet boostig (where isagreemet is rive to 0 with the umber of iteratios ) (3) eural etwor traiig with architecture search (where isagreemet is rive to 0 with the size of the architecture beig optimize over) a (4) regressio tree traiig over all regressio trees of fixe epth (where isagreemet is rive to 0 with the epth of the tree architecture). For clarity, we wor out our iitial bous i the settig of oe-imesioal regressio with square error loss -- but the show that all of our results geeralize to multi-imesioal regressio with ay strogly covex loss.
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Chrome driver started successfully (driver_id: python-1772420173) Model: azure_openai/gpt-5-nano
{
"explanation": "**Planning a search process**\n\nI need to perform a series of steps to navigate to a specific URL and search within the Computer Science category for documents from last week. I'll use the provided tools, starting with NavigateToUrlTool. Once I'm on the page, I'll interact with the search input and select the correct filters, but I'm unsure about the element IDs since they're not given. I might need to type into the search field and rely on logical steps, possibly using ExecuteJavascriptTool if necessary. I'll go ahead and navigate to the URL first. **Setting up a search**\n\nI need to execute JavaScript to submit my search query for \"neural networks for image processing,\" but the page expects a form submission. I could simulate this using document.querySelector. There's also a classification selection for Computer Science, but I’m not entirely sure how it works. To be safe, I’ll navigate to the arXiv search page and use TypeTool. Without the element IDs, it feels a bit risky, so I might try using ExecuteJavascriptTool to make GET requests. Ultimately, my first step is to navigate to the URL. **Executing a search strategy**\n\nI plan to use ExecuteJavascriptTool to fill in the search field with \"neural networks for image processing\" and then submit it, possibly by simulating an Enter key press. However, that might be a bit too complicated. Instead, I could just construct a URL for the arXiv search that includes the query, category, and date filters. I’ll start by navigating to the URL through NavigateToUrlTool, then use ExecuteJavascriptTool to go to my constructed search URL. If classification parameters are wrong, that’s fine; let’s proceed with these steps! **Navigating with filters**\n\nI’m going to set the search query for the Computer Science category and aim to order results by the submission date, showing papers from the last 7 days. However, it seems there's no straightforward way to do this with URL parameters. arXiv does allow for a date filter, but since I'm uncertain about the specifics, my plan is to first navigate to the search page with the query and category. I'll mention applying the last week filter manually via the UI and then adjust the URL with JavaScript to include the necessary parameters. Let's go ahead with that!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/ and search for 'neural networks for image processing' in the Computer Science category, filtering by papers submitted in the last week",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/. The interface transitioned from a minimal root area to a full Search homepage with a header and interactive search UI. The banner now includes a skip-to-content link, a logo, a support/donation notice, and a user login area, establishing a richer header and navigation. In the main area, a complete search form was introduced: a labeled search term textbox, a field-to-search combobox with extensive options, a primary Search button, and options to show abstracts plus an Advanced Search link. The page also adds extensive help and guidance content, including author- and subcategory-search sections, tips, and example lists, followed by a secondary navigation block with common footer links."
}{
"explanation": "**Navigating to a URL**\n\nI need to navigate to a specific URL. To do that, I'll use the NavigateToUrlTool with the provided URL. After that, I'll respond to the user to confirm that the action has been completed. It seems pretty straightforward—just call the tool and follow up with a confirmation. Keeping the user informed is important! Alright, let's get this done!",
"performed_steps": [
{
"name": "Navigate to the URL: https://arxiv.org/search/?searchtype=all&query=neural+networks+for+image+processing&start=0",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=all&query=neural+networks+for+image+processing&start=0')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=all&query=neural+networks+for+image+processing&start=0. You navigated from a generic search page into a populated search results view with enhanced filtering controls. The UI now shows a consolidated results header and a long list of 50 results, replacing the previous plain results area. Key changes include new per-page and sort controls (with 50 selected by default and a Go button), an enriched search term box prefilled with a sample query, and an explicit pagination structure (page links 1–5 and an ellipsis). Several auxiliary sections (like the former Tips and subcategory guidance) were removed, and the results area was reorganized under a dedicated navigation container with the Next link."
}{
"explanation": "**Navigating to URL**\n\nI need to take the step of navigating to a specific URL. It seems straightforward; I can just use the NavigateToUrlTool with the provided URL. There's no need to use multiple tools here, so I’ll simply call functions.NavigateToUrlTool. After I do that, I’ll confirm that I’ve completed the navigation. It feels pretty simple, but I want to be sure to get it right!",
"performed_steps": [
{
"name": "Navigate to the URL: https://arxiv.org/search/?searchtype=all&query=neural+networks+for+image+processing&start=0&start_date=20260222&end_date=20260301&classification-computer_science=y",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=all&query=neural+networks+for+image+processing&start=0&start_date=20260222&end_date=20260301&classification-computer_science=y')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=all&query=neural+networks+for+image+processing&start=0&start_date=20260222&end_date=20260301&classification-computer_science=y. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}Showing 1–50 of 12,282 results for all: neural networks for image processing
{
"explanation": "**Navigating to URL**\n\nI need to navigate to the provided URL. Since I'm working with web automation tools, I should use the NavigateToUrlTool with the specified URL. It’ll be a straightforward approach, so I’ll focus on calling the tool to ensure I get this done efficiently. After the navigation, I'll respond with a confirmation message. It seems I only need to make one tool call, so let’s get started on that!",
"performed_steps": [
{
"name": "Navigate to the URL: https://arxiv.org/search/advanced?terms-0-operator=AND&terms-0-term=neural+networks+for+image+processing&terms-0-field=all&classification-computer_science=y&date-filter_by=date_range&date-year=&date-from_date=2026-02-22&date-to_date=2026-03-01&date-date_type=submitted_date&start=0",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/advanced?terms-0-operator=AND&terms-0-term=neural+networks+for+image+processing&terms-0-field=all&classification-computer_science=y&date-filter_by=date_range&date-year=&date-from_date=2026-02-22&date-to_date=2026-03-01&date-date_type=submitted_date&start=0')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced?terms-0-operator=AND&terms-0-term=neural+networks+for+image+processing&terms-0-field=all&classification-computer_science=y&date-filter_by=date_range&date-year=&date-from_date=2026-02-22&date-to_date=2026-03-01&date-date_type=submitted_date&start=0. The page was redirected from a general “Search” view to an “Advanced Search” interface for arXiv, signaling a split from a single results page to a more feature-rich search form. The main heading changed from a results summary to “Advanced Search,” and the prior compact search controls (term, field selector, abstract show radios, etc.) were largely replaced with structured, labeled sections for building more complex queries. Key content changes include the introduction of new guidance sections: “Searching by Author Name” and “Searching by subcategory,” plus a Tips area (Wildcards, Expressions, Phrases, Dates, Journal References) to assist users. The old single-term input and basic sort/limit controls were replaced by grouped, descriptive controls (author name patterns, subcategory terms, date ranges, include older versions, etc.), and a dedicated “results per page” label was re-added. A minor formatting change also updated a status line to use a named line break element instead of an unnamed one."
}NOOP
['Advanced Search | arXiv e-print repository', None]
{
"explanation": "**Deciding on the Search button**\n\nI need to click the Search button to submit the advanced search form. I see there are several buttons: one with id 71 and another with id 403 further down. It seems like the \"Search\" button near the terms group has id 160, while there's also an \"Add another term+\" button with id 154. Since the instruction states to click the Search button for the advanced search, I should choose the one with id 160. But I need to be sure. **Choosing the Search button**\n\nI might be looking at the final Search button, but it has id 403, which is in the bottom results area, so I don't think that's the right one. It seems the advanced search form's \"Search\" button should be id 71 at the top in the header. That aligns well with the advanced search functionality. Since it’s labeled \"Search\" and is focusable, I’ll go ahead and click the button with id 71 to submit the form. Let's proceed!",
"performed_steps": [
{
"name": "Click the Search button to submit the advanced search form",
"tools": [
"ClickTool(id='71')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?query=&searchtype=all&source=header. A navigation change condensed the page from an “Advanced Search” view to a general “Search” view. The main heading was shortened, and a simple search form replaces the large, multi-section filter interface. Key content updates include replacing the extensive, multi-block search form (with many classifications, date filters, and per-field options) with a compact term input labeled “Search term or terms,” a single field-to-search combobox (defaulting to All fields), and a straightforward Search button. The interface also retains a Show abstracts toggle and adds a direct Advanced Search link, while the long, decorative acknowledgment line is reformatted to a single line with a tighter line-break."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to the URL: https://arxiv.org/search/advanced?terms-0-operator=AND&terms-0-term=neural+networks+for+image+processing&terms-0-field=all&classification-computer_science=y&date-filter_by=date_range&date-year=&date-from_date=2026-02-22&date-to_date=2026-03-01&date-date_type=submitted_date&start=0",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/advanced?terms-0-operator=AND&terms-0-term=neural+networks+for+image+processing&terms-0-field=all&classification-computer_science=y&date-filter_by=date_range&date-year=&date-from_date=2026-02-22&date-to_date=2026-03-01&date-date_type=submitted_date&start=0')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced?terms-0-operator=AND&terms-0-term=neural+networks+for+image+processing&terms-0-field=all&classification-computer_science=y&date-filter_by=date_range&date-year=&date-from_date=2026-02-22&date-to_date=2026-03-01&date-date_type=submitted_date&start=0. You navigated from a basic search page to an Advanced Search interface. The page title and heading were updated to \"Advanced Search\" and the root area now reflects Advanced Search rather than just Search. The search form was significantly expanded: a Simple Search link appears, and a large grouped form replaces the single input with multiple sections for term, field to search, subject classifications (with many checkboxes and a subtopic combobox), and date filtering (with from/to fields and explanations). Additional options were added for results per page, showing abstracts, and including older versions, all culminating in a single Search action button."
}{
"explanation": "**Clarifying search button hierarchy**\n\nI need to ensure I'm clicking the correct \"Search\" button, which is located in the main search form, not the header navigation. According to the ARIA tree, it looks like there are multiple buttons with the id \"Search.\" Specifically, there's one with id 61 under generic area 40. Additionally, there's another \"Search\" button with id 135 in a different generic area. I should focus on finding the one that resides in the main search form as directed. **Deciding on the correct search button**\n\nIt seems that the button with id 61 is linked to the main search form at the top of the Advanced Search page, making it the one I need. The button with id 135 is likely associated with adding another search term in a different context. So, I’ll focus on clicking the button with id 61. I'll use the ClickTool function to initiate that action, but first, I should double-check my reasoning before executing the tool call.",
"performed_steps": [
{
"name": "Find and click the Search button inside the main search form (not in the header navigation)",
"tools": [
"ClickTool(id='61')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?query=&searchtype=all&source=header. The interface shifted from an “Advanced Search” page to a streamlined “Search” page, with the main heading and root area renamed accordingly. The long, multi-group advanced form was replaced by a concise search term field and a broad field selector, plus a single Search button. Key content changes include replacing the complex term-by-term and date/classification options with a simpler “Search term or terms” textbox and a combobox offering many field choices (defaulting to All fields). A new inline validation message appears under the term input, and the Advanced Search link is moved into a generic area, reflecting a lighter, more guided search workflow."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specified URL. As an assistant, it makes sense to use the NavigateToUrlTool for this task. Before I make that tool call, I should consider which element to interact with, but since the goal is simply to navigate, I’ll just use the tool to go directly to the provided URL. After that, I’ll confirm the action by saying \"done.\" Let's go ahead and perform the tool call!",
"performed_steps": [
{
"name": "Navigate to the URL: http://export.arxiv.org/api/query?search_query=all:neural+networks+for+image+processing+AND+cat:cs.*+AND+submittedDate:[20260222+TO+20260301]&start=0&max_results=1",
"tools": [
"NavigateToUrlTool(url='http://export.arxiv.org/api/query?search_query=all:neural+networks+for+image+processing+AND+cat:cs.*+AND+submittedDate:[20260222+TO+20260301]&start=0&max_results=1')"
]
}
],
"changes": "URL changed to https://export.arxiv.org/api/query?search_query=all:neural+networks+for+image+processing+AND+cat:cs.*+AND+submittedDate:[20260222+TO+20260301]&start=0&max_results=1. The UI transitioned from the search interface to displaying an API feed of results. The large search chrome (banner, search controls, filtering options, and help/navigation) was removed, and the page now presents a raw feed presentation instead of the previous interactive search form. In the new view, the content is an arXiv API Atom feed containing a single result: metadata for a paper including id, title, updated date, links (HTML and PDF), summary, categories, publication date, and author list with a DOI and a related DOI link. This replaces the previous human-facing search controls and curated result listing with a machine-friendly feed structure."
}538917
<RootWebArea id="1" focusable="True" focused="True">
<generic id="4"><?xml version='1.0' encoding='UTF-8'?>
<feed xmlns:opensearch="http://a9.com/-/spec/opensearch/1.1/" xmlns:arxiv="http://arxiv.org/schemas/atom" xmlns="http://www.w3.org/2005/Atom">
<id>https://arxiv.org/api/ckuslSBiGEUdUpqcgRFzBKj2tsQ</id>
<title>arXiv Query: search_query=all:neural OR all:networks OR all:for OR all:image OR all:processing AND cat:cs.* AND submittedDate:"202602220000 TO 202603012359"&amp;id_list=&amp;start=0&amp;max_results=1</title>
<updated>2026-03-02T02:59:27Z</updated>
<link href="https://arxiv.org/api/query?search_query=all:neural+OR+(all:networks+OR+(all:for+OR+(all:image+OR+(all:processing+AND+(cat:cs.*+AND+submittedDate:%22202602220000+TO+202603012359%22)))))&amp;start=0&amp;max_results=1&amp;id_list=" type="application/atom+xml"/>
<opensearch:itemsPerPage>1</opensearch:itemsPerPage>
<opensearch:totalResults>538917</opensearch:totalResults>
<opensearch:startIndex>0</opensearch:startIndex>
<entry>
<id>http://arxiv.org/abs/2306.14753v1</id>
<title>The Deep Arbitrary Polynomial Chaos Neural Network or how Deep Artificial Neural Networks could benefit from Data-Driven Homogeneous Chaos Theory</title>
<updated>2023-06-26T15:09:14Z</updated>
<link href="https://arxiv.org/abs/2306.14753v1" rel="alternate" type="text/html"/>
<link href="https://arxiv.org/pdf/2306.14753v1" rel="related" type="application/pdf" title="pdf"/>
<summary>Artificial Intelligence and Machine learning have been widely used in various fields of mathematical computing, physical modeling, computational science, communication science, and stochastic analysis. Approaches based on Deep Artificial Neural Networks (DANN) are very popular in our days. Depending on the learning task, the exact form of DANNs is determined via their multi-layer architecture, activation functions and the so-called loss function. However, for a majority of deep learning approaches based on DANNs, the kernel structure of neural signal processing remains the same, where the node response is encoded as a linear superposition of neural activity, while the non-linearity is triggered by the activation functions. In the current paper, we suggest to analyze the neural signal processing in DANNs from the point of view of homogeneous chaos theory as known from polynomial chaos expansion (PCE). From the PCE perspective, the (linear) response on each node of a DANN could be seen as a $1^{st}$ degree multi-variate polynomial of single neurons from the previous layer, i.e. linear weighted sum of monomials. From this point of view, the conventional DANN structure relies implicitly (but erroneously) on a Gaussian distribution of neural signals. Additionally, this view revels that by design DANNs do not necessarily fulfill any orthogonality or orthonormality condition for a majority of data-driven applications. Therefore, the prevailing handling of neural signals in DANNs could lead to redundant representation as any neural signal could contain some partial information from other neural signals. To tackle that challenge, we suggest to employ the data-driven generalization of PCE theory known as arbitrary polynomial chaos (aPC) to construct a corresponding multi-variate orthonormal representations on each node of a DANN to obtain Deep arbitrary polynomial chaos neural networks.</summary>
<category term="cs.NE" scheme="http://arxiv.org/schemas/atom"/>
<category term="stat.ML" scheme="http://arxiv.org/schemas/atom"/>
<published>2023-06-26T15:09:14Z</published>
<arxiv:comment>Submitted to Neural Networks</arxiv:comment>
<arxiv:primary_category term="cs.NE"/>
<arxiv:journal_ref>Neural Networks Volume 166, September 2023, Pages 85-104</arxiv:journal_ref>
<author>
<name>Sergey Oladyshkin</name>
</author>
<author>
<name>Timothy Praditia</name>
</author>
<author>
<name>Ilja Kröker</name>
</author>
<author>
<name>Farid Mohammadi</name>
</author>
<author>
<name>Wolfgang Nowak</name>
</author>
<author>
<name>Sebastian Otte</name>
</author>
<arxiv:doi>10.1016/j.neunet.2023.06.036</arxiv:doi>
<link rel="related" href="https://doi.org/10.1016/j.neunet.2023.06.036" title="doi"/>
</entry>
</feed>
</generic>
</RootWebArea>{
"explanation": "**Navigating to URL**\n\nI’m set to perform navigation using the NavigateToUrlTool. The next step is clear: I need to call the tool with the specified URL and confirm once it's done. It sounds straightforward, but I want to make sure I execute each step carefully. I’ll keep things organized and efficient as I proceed! Let's go ahead and navigate.",
"performed_steps": [
{
"name": "Navigate to the URL: https://export.arxiv.org/api/query?search_query=all:%22neural+networks+for+image+processing%22+AND+cat:cs.*+AND+submittedDate:[20260222+TO+20260301]&start=0&max_results=1",
"tools": [
"NavigateToUrlTool(url='https://export.arxiv.org/api/query?search_query=all:%22neural+networks+for+image+processing%22+AND+cat:cs.*+AND+submittedDate:[20260222+TO+20260301]&start=0&max_results=1')"
]
}
],
"changes": "URL changed to https://export.arxiv.org/api/query?search_query=all:%22neural+networks+for+image+processing%22+AND+cat:cs.*+AND+submittedDate:[20260222+TO+20260301]&start=0&max_results=1. The UI now shows a much leaner feed focusing on a new, more specific query with no results. The total results counter dropped to 0 and the example entry for a previous item has been removed. What changed content-wise: the feed metadata was updated to reflect a narrower search (neural networks for image processing in cs.*) and a new updated timestamp/link; the previously displayed article entry (title, authors, abstract, and DOI) is no longer present, leaving only the header, an updated link, and the zero-result indicator."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to the URL: https://arxiv.org/search/advanced",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/advanced')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced. You navigated from a bare API feed view to a full-fledged Advanced Search interface for arXiv. The UI now includes a header/banner with skip link, branding/logo, help/Donate links, and a top navigation area, followed by a main search form and extensive filtering options. The content changes are substantial: a complete advanced search form with fields to search, field to search (with a detailed dropdown), multiple groups for Subject classifications, date filters, results per page, and options to show abstracts. There are new instructional sections and tips (search by author name, subcategory, date semantics, wildcard usage, and phrase handling), plus a comprehensive content area of guidance items and examples. The previous simple feed output is replaced by a rich, interactive search experience with multiple interactive controls and helper text."
}{
"explanation": "",
"performed_steps": [
{
"name": "Type \"neural networks for image processing\" in the search term input field",
"tools": [
"TypeTool(id='102', text='neural networks for image processing')"
]
}
],
"changes": "URL did not change. The changes update the search/filter UI and its accessibility labeling. The page now inserts explicit inline text boxes for line breaks in several places, replacing plain LineBreak nodes with a structure that includes an InlineTextBox, and some editable text content is shown inside a dedicated textbox (for example, the current search term is prefilled as plaintext). Additionally, several grouped controls are now wrapped in LabelText wrappers for their radios and combobox options, and the field-to-search comboboxExpanded contents are moved into a full MenuListPopup inside the combobox. These updates improve per-element labeling and focus behavior, including making the initial search term focused and visible, and clarifying which options are selected."
}{
"explanation": "**Performing checkbox action**\n\nI need to check the Computer Science checkbox, which is listed under the Subject section in the ARIA tree. It's currently unchecked, so I'll perform the action to check it. The Checkbox element has an id of 176, and I can use ClickTool to click it. I should respond with that action and then confirm that it's been checked. Alright, let’s go ahead and do this!",
"performed_steps": [
{
"name": "Check the \"Computer Science\" checkbox in the subject classification section",
"tools": [
"ClickTool(id='176')"
]
}
],
"changes": "URL did not change. The initial focus moved away from the search term textbox. In the same section, the default state of the Computer Science (cs) checkbox changed from unchecked to checked and it now receives focus. As a result, the search term input is no longer auto-focused, while the cs option is pre-selected and focused by default."
}{
"explanation": "**Setting date filters**\n\nI need to set a date filter to \"Date range\" and input the dates from 2026-02-22 to 2026-03-01. First, I’ll interact with the ARIA tree to find the relevant IDs. I'll select the radio button for \"Date range\" using id 292, then set the \"From\" textbox (id 302) to \"2026-02-22\" and the \"To\" textbox (id 311) to \"2026-03-01.\" I'll need to use the ClickTool to select the radio button first before using TypeTool to input the dates. **Performing sequential actions**\n\nI need to follow this sequence: first, I’ll click the radio button with id 292. Then, I’ll type \"2026-02-22\" into the textbox with id 302, and finally, \"2026-03-01\" into the textbox with id 311. It seems I might need to clear any existing text in the fields first, as TypeTool does that automatically. Since these actions need to be done in order, I can’t run them parallel. I’ll proceed with the sequential tool calls!",
"performed_steps": [
{
"name": "Set the date filter to \"Date range\" and enter \"2026-02-22\" in the from date field and \"2026-03-01\" in the to date field",
"tools": [
"ClickTool(id='292')"
]
}
],
"changes": "URL did not change. User navigated through date filters and updated selections. The focused state moved between items: the previously focused Computer Science checkbox is no longer marked as focused, while the Date range option becomes both focused and selected. In addition, the All dates radio is now unchecked (no longer selected), and the Date range radio is now the active selection with focus. Overall, the date filter area shifted its focus and selection from “All dates” to “Date range.”"
}{
"explanation": "",
"performed_steps": [
{
"name": "Type \"2026-02-22\" in the \"from\" date field and \"2026-03-01\" in the \"to\" date field",
"tools": [
"TypeTool(id='302', text='2026-02-22')",
"TypeTool(id='313', text='2026-03-01')"
]
}
],
"changes": "URL did not change. The UI now pre-fills the date range inputs with explicit dates. The From field shows 2026-02-22 and the To field shows 2026-03-01, making the selected range visible to the user. Additionally, the previously focused state on the Date range radio was removed, while the To field explicitly retains focus (focused=\"True\") in the new diff. These changes improve visibility of the chosen date bounds and adjust focus handling on the date inputs."
}{
"explanation": "**Identifying search buttons**\n\nI need to click the \"Search\" button in the main form. Looking through the ARIA tree, I've spotted two buttons: one with id 71 at the top of the main form and another with id 403 at the bottom in the advanced search section. The instruction directs me to focus on the button that submits the advanced search. So, I will go ahead and click on the button with id 403 using the tool. Let's do that!",
"performed_steps": [
{
"name": "Click the Search button in the main form (the one that submits the advanced search form at the bottom of the filters)",
"tools": [
"ClickTool(id='403')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced?advanced=&terms-0-operator=AND&terms-0-term=neural+networks+for+image+processing&terms-0-field=title&classification-computer_science=y&classification-physics_archives=all&classification-include_cross_list=include&date-year=&date-filter_by=date_range&date-from_date=2026-02-22&date-to_date=2026-03-01&date-date_type=submitted_date&abstracts=show&size=50&order=-announced_date_first. The user navigated from an advanced search interface to a no-results results view. The main content was simplified from a full multi-section advanced search form to a concise query summary with actionable links. Key changes include: the heading changed from “Advanced Search” to “Sorry, your query returned no results,” and a short “Query: order: -announced_date_first; …” line was added along with Refine query and New search options. A large block of the previous complex search form (filters, term groups, and date controls) was removed, leaving only a simple Simple Search option. In a small UI detail, a line-break element was shortened to a single LineBreak with a newline name instead of a LineBreak containing an empty InlineTextBox."
}{
"explanation": "I need to navigate to a specific URL using the NavigateToUrlTool. It seems straightforward — I’ll just make a single tool call with the URL and then confirm that I've completed the navigation. I don't think there's a need for an image in this case, so I'll keep it simple. Alright, let’s go ahead and perform this action! I’ll ensure to respond with a confirmation afterward.",
"performed_steps": [
{
"name": "Navigate to the URL: https://arxiv.org/search/advanced?advanced=&terms-0-operator=AND&terms-0-term=neural+networks+for+image+processing&terms-0-field=all&classification-computer_science=y&classification-physics_archives=all&classification-include_cross_list=include&date-year=&date-filter_by=date_range&date-from_date=2026-02-22&date-to_date=2026-03-01&date-date_type=submitted_date&abstracts=show&size=50&order=-announced_date_first",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/advanced?advanced=&terms-0-operator=AND&terms-0-term=neural+networks+for+image+processing&terms-0-field=all&classification-computer_science=y&classification-physics_archives=all&classification-include_cross_list=include&date-year=&date-filter_by=date_range&date-from_date=2026-02-22&date-to_date=2026-03-01&date-date_type=submitted_date&abstracts=show&size=50&order=-announced_date_first')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced?advanced=&terms-0-operator=AND&terms-0-term=neural+networks+for+image+processing&terms-0-field=all&classification-computer_science=y&classification-physics_archives=all&classification-include_cross_list=include&date-year=&date-filter_by=date_range&date-from_date=2026-02-22&date-to_date=2026-03-01&date-date_type=submitted_date&abstracts=show&size=50&order=-announced_date_first. You navigated from an empty-search state to a results listing page. The UI now shows a results count header (Showing 1–15 of 15 results) and a full results area instead of a message that there were no results. Content and controls were added: a per-page and a sort-by control (with a Go button) appears above the results, enabling users to customize how many items are shown and in what order. The page then renders a long, detailed list of 15 search results with links for each item (arXiv IDs, PDFs, abstracts, and author links), replacing the previous placeholder text."
}15
Driver python-1772420173 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772420173 Token usage statistics: - Total: 168922 tokens (161399 input, 7523 output) - Cached: 686 tokens (503 input, 183 output)







Chrome driver started successfully (driver_id: python-1772420611) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/')"
]
}
],
"changes": "URL changed to https://arxiv.org/. The interface was enhanced from a minimal focusable root to a full arXiv homepage layout with a prominent header and search area. The banner now includes a skip-to-content link, logo, login, and a comprehensive search bar with a field chooser and an advanced search path, plus Help and Resources links. The main content area was populated with a multi-section browse of subjects (Physics, Mathematics, Computer Science, Quantitative biology/finance, Statistics, Engineering, Economics) each containing extensive subcategory links, a Subject search UI, and an introductory description. A new about section and a detailed secondary navigation footer were added, including About, Help, Contact, Subscribe, and Accessibility options."
}{
"explanation": "**Determining help link**\n\nI need to click the Help link in the navigation menu. There are two Help links: one is in the main header navigation, but I need to focus on the Secondary navigation, which has both About and Help. I should click the Help link under the Secondary navigation, which has the ID 976. So, I’ll call the ClickTool function with the ID 976 and then provide my reasoning before responding. Let's get this done!",
"performed_steps": [
{
"name": "Click the Help link in the navigation",
"tools": [
"ClickTool(id='976')"
]
}
],
"changes": "URL changed to https://info.arxiv.org/help/index.html. A broad reorganization replaced the old arXiv Help page with a full-fledged help contents/navigation layout. The top-level root now reads arXiv Help Contents - arXiv info and introduces a Header/navigation bar with a theme switch (light/dark/system), a Skip to content link, and an inline search dialog. Content changes focus on a structured table-of-contents experience: the main area becomes an article with an arXiv Help Contents heading and multiple top-level sections (About arXiv, Policies, Help FAQs, Licenses, Reuse, etc.), each with nested items like General Information, Searching and Browsing, User Accounts, Submission and Revision, and Miscellaneous. The previous long generic description and search form are replaced by this navigable, categorized list, and the footer area gains a Secondary navigation with links and a small message about status notifications plus contact options (email/slack)."
}{
"explanation": "**Proceeding with clicking tools**\n\nI’m preparing to use a tool to click on a specific link. I want to ensure I'm using the correct one, looking at both link id 334 and 668. The instructions say to find and click a link related to email subscriptions. I'll go with \"Email subscriptions for new papers\" at id 334. Now, I'll proceed with the ClickTool function using that id. Here goes!",
"performed_steps": [
{
"name": "Find and click a link related to email subscriptions or mailing lists or e-mail alerts for new submissions",
"tools": [
"ClickTool(id='334')"
]
}
],
"changes": "URL did not change. The change occurs inside the same paragraph of the list item, affecting how the line break before the email/slack links is represented. The previous standalone LineBreak is replaced with a LineBreak that contains an InlineTextBox holding the newline character. As a result, the visual line break is now backed by an inline text box element, which may alter how screen readers encounter the newline, while the visible content (the status text and the email/slack links) remains the same."
}{
"explanation": "**Identifying subscription links**\n\nI need to find links with the text \"subscribe,\" \"e-mail,\" or \"email subscriptions for new papers\" in the help table of contents. From the ARIA tree, I see \"Subscribe to E-Mail Listings\" under User Accounts level 1 and a \"Subscribe\" link in secondary navigation. Since the instruction is to click on the \"Subscribe to E-Mail Listings\" link, I'll go for the link with id 717. I’ll use functions.ClickTool to issue the click on that element. Let's move forward!",
"performed_steps": [
{
"name": "Find and click the link for \"subscribe\" or \"e-mail\" or \"email subscriptions for new papers\" in the help table of contents",
"tools": [
"ClickTool(id='717')"
]
}
],
"changes": "URL changed to https://info.arxiv.org/help/subscribe.html. The UI shifted from a help contents view to an email-subscription setup page. The main RootWebArea label changed from arXiv Help Contents to Email subscriptions for new papers, and the visible headings reflect this new purpose (Subscribe to daily listing emails) with explanatory paragraphs and new instructional sections. Content-wise, the previous navigation tree of arXiv Help Contents was replaced by subscription-related links and guidance. This includes new items like “Subscribe to daily listing emails” and “To Cancel Your Subscription,” along with rewritten lists and descriptive paragraphs about how to subscribe (including subject classes, example emails, and copy-to-clipboard blocks for composing subscription messages). The overall layout now emphasizes subscription instructions, with several prior help-topic links and sections removed or replaced by this new email-subscription flow."
}['Determine which archive is of interest to you, and obtain its e-mail address from the list of available archives', 'If the archive to which you are subscribing requires distinct subject classes (such as the ... archives; but, see below), then you (un)subscribe to a specific category, indicating the categories in the body of the message. Here is an example: For archives divided into subject classes: math', 'physics', 'cs', 'q-bio', 'q-fin', 'not', 'astro-ph', 'cond-mat', 'nlin', 'handling subscriptions to all physics archives through physics', 'You may alternatively use the short subject class codes, for example to subscribe to the Risk Management category (RM) in Quantitative Finance: q-fin.RM', 'Send an e-mail message to the archive(s) of interest, in the following form', 'To: physics@arxiv.org', 'Subject: subscribe John Smith', 'add Biophysics', 'del Plasma Physics', 'You should give your name as you wish it to appear on the distribution list. Here is an example: To: quant-ph@arxiv.org', 'Subject: subscribe John Smith']
['Email subscriptions for new papers - arXiv info', 'Skip to content', 'We gratefully acknowledge support from the Simons Foundation, member institutions, and all contributors.', 'Subscribe to daily listing emails', 'To Cancel Your Subscription', 'To: physics@arxiv.org\nSubject: subscribe John Smith\n\nadd Biophysics\ndel Plasma Physics', 'To: q-fin@arxiv.org\nSubject: subscribe John Smith\n\nadd RM', 'To: arch-ive@arxiv.org\nSubject: subscribe Your Full Name\n\nTo: quant-ph@arxiv.org\nSubject: subscribe John Smith\n\nadd Soft Condensed Matter\nadd Superconductivity', 'To: arch-ive@arxiv.org\nSubject: cancel', 'To: quant-ph@arxiv.org\nSubject: cancel', 'Here is an example:', 'To: quant-ph@arxiv.org\nSubject: cancel\n</SEP>To Cancel Your Subscription', 'If you want to cancel your receipt of the regular listings, you can do so as follows.', 'Find the e-mail address of the archive for which you are receiving the listings.\nSend an e-mail message to the archive, in the following form', 'To: arch-ive@arxiv.org\nSubject: cancel', 'Here is an example:', 'To: quant-ph@arxiv.org\nSubject: cancel', 'Note that you may be subscribed through a remote listserv, or through some local preprint distribution list at your end. You can determine the origin of your subscription by examining the header from the daily mailing you receive. You will have to deal with this through the administrator of the remote distribution list.', 'Table of contents', 'Subscribe to daily listing emails', 'To Cancel Your Subscription']
Driver python-1772420611 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772420611 Token usage statistics: - Total: 51206 tokens (46387 input, 4819 output) - Cached: 0 tokens (0 input, 0 output)





































Chrome driver started successfully (driver_id: python-1773939153) Model: azure_openai/gpt-5-nano
{
"explanation": "**Executing navigation**\n\nI'm planning to navigate to a specified URL using the NavigateToUrlTool. There’s no need to use multiple tools in parallel for this. I’ll just call the tool with the URL and then, I suppose, wait for the result. After that, I’ll provide a brief confirmation to let the user know it’s done. Okay, let’s get this executed!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/. The interface shifted from a minimal root region to a full \"Search\" page for the arXiv e-print repository. The page now includes a persistent banner with skip-to-content, branding logos, and quick links (Donate, member institutions) plus a user menu and Login. Key content changes include a comprehensive search form: a search term textbox, a field selector (All fields, Title, Author, Abstract, etc.) with a dropdown popup, a Search button, and options to show/hide abstracts, plus a link to Advanced Search. The main area expands to show a structured help/tips section about author searching, subcategory searches, wildcards, phrases, dates, and journal references, along with sample guidance and several informational articles. A secondary navigation region with About, Help, Contact, Subscribe, and policy links is added, completing the page-wide accessibility and information architecture."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to the advanced search page at https://arxiv.org/search/advanced",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/advanced')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced. The page switched from a basic “Search” view to an “Advanced Search” interface. The main header changed accordingly, and the top banner text formatting was tightened (the line break element is now self-closing). Content-wise, the search form was expanded from a single search term input and field selector to a full, grouped advanced form: a term/field section with a textbox, a detailed field-to-search combobox, plus multiple groups for subjects, date filters, and result options. Interactive controls expanded to include many checkboxes, subtopic selectors, date inputs, and a richer results-per-page control, along with actions like “Add another term” and a prominent “Search” button. A minor formatting tweak also updates a status line’s line break to a self-contained element."
}{
"explanation": "**Setting date range for search**\n\nI need to set the date range with From and To fields. The From textbox has an ID of 300 and the To ID is 309, and I think both require a \"YYYY-MM-DD\" format since a sample shows \"2012-02-01\". So, I’ll enter \"2026-03-09\" as From and \"2026-03-15\" as To, then click the appropriate Search button. There are two, but I should use the one near ID 71 at the top. I also need to check that the Date range area is active. **Filling in search fields**\n\nI’m going to fill in the fields sequentially. First, I’ll type \"autonomous vehicles\" into the input with ID 121. Then, I need to set the search field to \"All fields.\" I can open the combo box with ID 131 and choose option ID 146, though there's also option ID 54 for \"All fields\" earlier on. I should ensure to select the correct parameter, and for that, I'll click on ID 131 to open the menu and then click on ID 146 to make my selection. **Executing sequential tool calls**\n\nI’ll proceed with using option 146. First, I need to click the checkbox with ID 186 to select it. Then, I’ll enter \"2026-03-09\" into the From field (ID 300) and \"2026-03-15\" into the To field (ID 309). Finally, I'll click the Search button, which has ID 71. I’ll do this in a sequential manner, using functions like TypeTool and ClickTool. So, I’ll start by typing into ID 121, then open ID 131, select ID 146, and continue from there.",
"performed_steps": [
{
"name": "In the search form, type 'autonomous vehicles' in the first search term input field, make sure the field is set to 'All fields', then find and select the 'Electrical Engineering and Systems Science' checkbox under subject areas, then set the date range to from 2026-03-09 to 2026-03-15, then click the Search button",
"tools": [
"TypeTool(id='121', text='autonomous vehicles')"
]
}
],
"changes": "URL did not change. The user moved into the search term input and it becomes focused. The Search term textbox is now pre-filled with the text \"autonomous vehicles\" and receives focus. Additionally, the control’s labelledby attribute is now empty, indicating no assistive label linkage changed, and the content is embedded inside the textbox as editable plaintext."
}{
"explanation": "**Instructing checkbox selection**\n\nI need to give steps to select the checkbox for Electrical Engineering and Systems Science (eess). In the ARIA tree under the Subject section, there's a checkbox named \"Electrical Engineering and Systems Science (eess)\" with the id 188, which is currently not checked. I should click on this checkbox to check it. I’ll explain this reasoning first, then call the function to perform the click action. Alright, let's move forward!",
"performed_steps": [
{
"name": "Select the 'Electrical Engineering and Systems Science' checkbox in the subject areas section",
"tools": [
"ClickTool(id='188')"
]
}
],
"changes": "URL did not change. A focus state change occurred within the search term input. The Search term textbox no longer has an explicit focused attribute, though it still shows the placeholder value and the content “autonomous vehicles.” Separately, the Electrical Engineering and Systems Science (eess) checkbox is now shown as both focused and checked, indicating it is currently selected and has keyboard focus. Previously it was focusable but not selected."
}{
"explanation": "**Setting date filters**\n\nI need to set the date filter to specify a range for the year between March 9, 2026, and March 15, 2026. I've identified the necessary elements by their IDs. There’s a \"Specific year\" radio button and a textbox for entering the year. I also see the \"From\" and \"To\" textboxes for defining the range. I wonder if I need to select \"Specific year\" first before configuring the range. It seems like there's a combined option that I need to navigate through. **Navigating date settings**\n\nI need to clarify my approach to setting the specific year range. First, I might need to check the \"Date range\" radio button with ID 292, since the fields are labeled \"From date\" and \"To date.\" However, the requirement says I should use the \"Specific year\" option. So, I’ll select the radio for \"Specific year\" with ID 276 and enter the dates 2026-03-09 and 2026-03-15 in the correct fields. It looks like I need to ensure I follow the proper format for the inputs. **Clarifying UI modes**\n\nNow, I see there are two modes in the UI: \"Specific year\" and \"Date range.\" The instructions say to set a specific year range and provide the dates from 2026-03-09 to 2026-03-15. It seems like I might need to use a combination of both radio options, but I'll start by selecting \"Specific year\" with ID 276. \n\nThen I'll consider whether to click the \"Date range\" radio button (ID 292) to enable the From/To fields. The wording is a bit confusing, but I’ll follow these steps to ensure I get it right. **Executing tool calls**\n\nThe instruction mentions a \"Specific year range,\" but it seems like this UI uses two radio buttons: \"Specific year\" (ID 276) and \"Date range\" (ID 292). To clarify, I think I need to choose \"Specific year\" and then input the dates for the range.\n\nSo, I’ll proceed with the following steps: I’ll click the radio for \"Specific year\" (ID 276) to set that option, then directly input the From and To dates into their respective fields (IDs 302 and 311) as \"2026-03-09\" and \"2026-03-15.\" I won’t focus on the \"Date range\" for now since the user explicitly asked for the specific year range. Let's move forward with this!",
"performed_steps": [
{
"name": "Set the date filter to 'Specific year range', then set the From date to 2026-03-09 and the To date to 2026-03-15",
"tools": [
"ClickTool(id='276')"
]
}
],
"changes": "URL did not change. A form interaction sequence is updated where the focus and selections shift among controls. The Electrical Engineering and Systems Science checkbox no longer has a live focus state (it was focused before but is not now), while the date picker radios switch from All dates being selected to Specific year being selected and focused. In other words, the selection has moved from “All dates” to “Specific year,” with the Specific year option now the active control. The checkbox simply loses its focused state but remains checked."
}Accessibility Tree:
<RootWebArea name="Advanced Search | arXiv e-print repository" id="1" focusable="true" focused="true">
<banner id="4">
<link id="5" focusable="true">Skip to main content</link>
<banner id="8">
<link name="" id="10" focusable="true">
<image name="logo" id="11" />
</link>
<generic id="14">We gratefully acknowledge support fromthe Simons Foundation, , and all contributors.<LineBreak name="" id="17">
<InlineTextBox name=" " id="18" />
</LineBreak>
<link id="21" focusable="true">member institutions</link>
<link id="26" focusable="true">Donate</link>
</generic>
</banner>
<link name="arxiv-" id="32" focusable="true">
<image name="logo" id="33" />
</link>
<generic id="35">
<generic id="37">
<textbox name="Search term or terms" id="38" invalid="false" focusable="true" editable="plaintext" settable="true" multiline="false" readonly="false" required="false" />
<paragraph id="41">|<link id="42" focusable="true">Help</link>
<link id="47" focusable="true">Advanced Search</link>
</paragraph>
</generic>
<generic id="50">
<generic id="51">
<combobox name="Field to search" id="52" invalid="false" focusable="true" hasPopup="menu">
<MenuListPopup id="53">
<option name="All fields" id="54" focusable="true" selected="true" />
<option name="Title" id="55" focusable="true" selected="false" />
<option name="Author" id="56" focusable="true" selected="false" />
<option name="Abstract" id="57" focusable="true" selected="false" />
<option name="Comments" id="58" focusable="true" selected="false" />
<option name="Journal reference" id="59" focusable="true" selected="false" />
<option name="ACM classification" id="60" focusable="true" selected="false" />
<option name="MSC classification" id="61" focusable="true" selected="false" />
<option name="Report number" id="62" focusable="true" selected="false" />
<option name="arXiv identifier" id="63" focusable="true" selected="false" />
<option name="DOI" id="64" focusable="true" selected="false" />
<option name="ORCID" id="65" focusable="true" selected="false" />
<option name="arXiv author ID" id="66" focusable="true" selected="false" />
<option name="Help pages" id="67" focusable="true" selected="false" />
<option name="Full text" id="68" focusable="true" selected="false" />
</MenuListPopup>
</combobox>
<generic id="69"> </generic>
</generic>
</generic>
<button id="71" invalid="false" focusable="true">Search</button>
</generic>
<generic id="74">
<navigation name="User menu" id="75">
<link id="76" focusable="true">Login</link>
</navigation>
</generic>
</banner>
<main id="79">
<heading id="82" level="1">Advanced Search</heading>
<link id="87" focusable="true">Search v0.5.6 released 2020-02-24</link>
<generic id="94">
<link id="95" focusable="true">Simple Search</link>
</generic>
<generic id="101">
<generic id="102">
<group name="" id="103" invalid="false" labelledby="">
<Legend id="104">Search term(s)</Legend>
<generic id="116">
<LabelText id="117">Search term</LabelText>
<textbox name="Search term" id="121" invalid="false" focusable="true" editable="plaintext" settable="true" multiline="false" readonly="false" required="false" labelledby="">
<generic id="123" editable="plaintext">autonomous vehicles</generic>
</textbox>
</generic>
<generic id="126">
<LabelText id="127">Field to search</LabelText>
<generic id="132">
<combobox name="Field to search" id="133" invalid="false" focusable="true" hasPopup="menu" labelledby="">
<MenuListPopup id="134">
<option name="Title" id="135" focusable="true" selected="true" />
<option name="Author(s)" id="136" focusable="true" selected="false" />
<option name="Abstract" id="137" focusable="true" selected="false" />
<option name="Comments" id="138" focusable="true" selected="false" />
<option name="Journal reference" id="139" focusable="true" selected="false" />
<option name="ACM classification" id="140" focusable="true" selected="false" />
<option name="MSC classification" id="141" focusable="true" selected="false" />
<option name="Report number" id="142" focusable="true" selected="false" />
<option name="arXiv identifier" id="143" focusable="true" selected="false" />
<option name="Cross-list category" id="144" focusable="true" selected="false" />
<option name="DOI" id="145" focusable="true" selected="false" />
<option name="ORCID" id="146" focusable="true" selected="false" />
<option name="arXiv author ID" id="147" focusable="true" selected="false" />
<option name="All fields" id="148" focusable="true" selected="false" />
</MenuListPopup>
</combobox>
<generic id="149"> </generic>
</generic>
</generic>
<generic id="153">
<button name="Add another term +" id="154" invalid="false" focusable="true">Add another term+</button>
<button id="160" invalid="false" focusable="true">Search</button>
</generic>
</group>
</generic>
<generic id="163">
<group name="" id="164" invalid="false" labelledby="">
<Legend id="165">Subject</Legend>
<generic id="168">All classifications will be included by default.</generic>
<generic id="174">
<generic id="175">
<checkbox name="Computer Science (cs)" id="176" invalid="false" focusable="true" checked="false" labelledby="" />
</generic>
</generic>
<generic id="180">
<generic id="181">
<checkbox name="Economics (econ)" id="182" invalid="false" focusable="true" checked="false" labelledby="" />
</generic>
</generic>
<generic id="186">
<generic id="187">
<checkbox name="Electrical Engineering and Systems Science (eess)" id="188" invalid="false" focusable="true" checked="true" labelledby="" />
</generic>
</generic>
<generic id="192">
<generic id="193">
<checkbox name="Mathematics (math)" id="194" invalid="false" focusable="true" checked="false" labelledby="" />
</generic>
</generic>
<generic id="199">
<generic id="200">
<checkbox name="Physics" id="201" invalid="false" focusable="true" checked="false" labelledby="" />
</generic>
</generic>
<generic id="204">
<generic id="205">
<LabelText id="206">Subtopic within physics</LabelText>
<combobox name="Subtopic within" id="211" invalid="false" focusable="true" hasPopup="menu" labelledby="">
<MenuListPopup id="212">
<option name="all" id="213" focusable="true" selected="true" />
<option name="astro-ph" id="214" focusable="true" selected="false" />
<option name="cond-mat" id="215" focusable="true" selected="false" />
<option name="gr-qc" id="216" focusable="true" selected="false" />
<option name="hep-ex" id="217" focusable="true" selected="false" />
<option name="hep-lat" id="218" focusable="true" selected="false" />
<option name="hep-ph" id="219" focusable="true" selected="false" />
<option name="hep-th" id="220" focusable="true" selected="false" />
<option name="math-ph" id="221" focusable="true" selected="false" />
<option name="nlin" id="222" focusable="true" selected="false" />
<option name="nucl-ex" id="223" focusable="true" selected="false" />
<option name="nucl-th" id="224" focusable="true" selected="false" />
<option name="physics" id="225" focusable="true" selected="false" />
<option name="quant-ph" id="226" focusable="true" selected="false" />
</MenuListPopup>
</combobox>
<generic id="227"> </generic>
</generic>
</generic>
<generic id="230">
<generic id="231">
<checkbox name="Quantitative Biology (q-bio)" id="232" invalid="false" focusable="true" checked="false" labelledby="" />
</generic>
</generic>
<generic id="236">
<generic id="237">
<checkbox name="Quantitative Finance (q-fin)" id="238" invalid="false" focusable="true" checked="false" labelledby="" />
</generic>
</generic>
<generic id="242">
<generic id="243">
<checkbox name="Statistics (stat)" id="244" invalid="false" focusable="true" checked="false" labelledby="" />
</generic>
</generic>
<generic id="248">
<LabelText id="249">
<radio name=" Include cross-listed papers" id="250" invalid="false" focusable="true" checked="true" labelledby="" />
</LabelText>
<LabelText id="253">
<radio name=" Exclude cross-listed papers" id="254" invalid="false" focusable="true" checked="false" labelledby="" />
</LabelText>
</generic>
</group>
<group name="" id="257" invalid="false" labelledby="">
<Legend id="258">Date</Legend>
<generic id="262">
<generic id="263">
<radio name="All dates" id="264" invalid="false" focusable="true" checked="false" labelledby="" />
</generic>
</generic>
<generic id="268">
<generic id="269">
<radio name="Past 12 months" id="270" invalid="false" focusable="true" checked="false" labelledby="" />
</generic>
</generic>
<generic id="274">
<generic id="275">
<radio name="Specific year" id="276" invalid="false" focusable="true" focused="true" checked="true" labelledby="" />
</generic>
</generic>
<generic id="279">
<LabelText id="280">Enter four digit year</LabelText>
<textbox name="Enter four digit year" id="286" invalid="false" focusable="true" editable="plaintext" settable="true" multiline="false" readonly="false" required="false" labelledby="" />
</generic>
<generic id="290">
<generic id="291">
<radio name="Date range" id="292" invalid="false" focusable="true" checked="false" labelledby="" />
</generic>
</generic>
<generic id="296">
<generic id="297">
<LabelText id="298">From</LabelText>
</generic>
<generic id="301">
<textbox name="From" id="302" invalid="false" focusable="true" editable="plaintext" settable="true" multiline="false" readonly="false" required="false" labelledby="" />
</generic>
</generic>
<generic id="305">
<generic id="306">
<LabelText id="307">to</LabelText>
</generic>
<generic id="310">
<textbox name="to" id="311" invalid="false" focusable="true" editable="plaintext" settable="true" multiline="false" readonly="false" required="false" labelledby="" />
</generic>
</generic>
<generic id="314">When limiting by date range, the lower bound of the "from" date and the upper bound of the "to" date are used.For example, searching with and will search for papers submitted from to .<LineBreak name="" id="318">
<InlineTextBox name=" " id="319" />
</LineBreak>
<code id="322">From: 2012-02</code>
<code id="327">To: 2013</code>
<code id="333">2012-02-01</code>
<code id="338">2013-12-31</code>
</generic>
<separator id="343" settable="true" orientation="horizontal" />
<generic id="345">
<LabelText id="346">
<radio name=" Submission date (most recent)" id="347" invalid="false" focusable="true" checked="true" labelledby="" />
</LabelText>
<LabelText id="350">
<radio name=" Submission date (original)" id="351" invalid="false" focusable="true" checked="false" labelledby="" />
</LabelText>
<LabelText id="354">
<radio name=" Announcement date" id="355" invalid="false" focusable="true" checked="false" labelledby="" />
</LabelText>
<paragraph id="358">You may filter on either submission date or announcement date. Note that announcement date supports only year and month granularity.</paragraph>
</generic>
</group>
</generic>
<generic id="363">
<generic id="365">
<LabelText id="366">
<radio name=" Show abstracts" id="367" invalid="false" focusable="true" checked="true" labelledby="" />
</LabelText>
<LabelText id="370">
<radio name=" Hide abstracts" id="371" invalid="false" focusable="true" checked="false" labelledby="" />
</LabelText>
</generic>
<generic id="378">
<combobox name="results per page" id="380" invalid="false" focusable="true" hasPopup="menu" labelledby="">
<MenuListPopup id="381">
<option name="25" id="382" focusable="true" selected="false" />
<option name="50" id="383" focusable="true" selected="true" />
<option name="100" id="384" focusable="true" selected="false" />
<option name="200" id="385" focusable="true" selected="false" />
</MenuListPopup>
</combobox>
<generic id="386"> </generic>
</generic>
<generic id="388">
<LabelText id="389">results per page</LabelText>
</generic>
<generic id="394">
<generic id="395">
<checkbox name="Include older versions of papers" id="396" invalid="false" focusable="true" checked="false" labelledby="" />
</generic>
</generic>
<button id="399" invalid="false" focusable="true">Search</button>
</generic>
</generic>
<article id="403">
<generic id="404">
<heading id="405" level="4">Searching by Author Name</heading>
</generic>
<list id="409">
<listitem id="410" level="1">Using the produces best results for author name searches.<ListMarker name="• " id="411" />
<strong id="415">Author(s) field</strong>
</listitem>
<listitem id="421" level="1">For the most precise name search, follow or pattern: example Hawking, S or Hawking, Stephen<ListMarker name="• " id="422" />
<strong id="426">surname(s), forename(s)</strong>
<strong id="432">surname(s), initial(s)</strong>
</listitem>
<listitem id="438" level="1">For best results on multiple author names, (semicolon). Example: Jin, D S; Ye, J<ListMarker name="• " id="439" />
<strong id="443">separate individuals with a ;</strong>
</listitem>
<listitem id="449" level="1">Author names enclosed in quotes will return only . For example, "Stephen Hawking" will not return matches for Stephen W. Hawking.<ListMarker name="• " id="450" />
<strong id="454">exact matches</strong>
</listitem>
<listitem id="461" level="1">Diacritic character variants are automatically searched in the Author(s) field.<ListMarker name="• " id="462" />
</listitem>
<listitem id="467" level="1">Queries with no punctuation will treat each term independently.<ListMarker name="• " id="468" />
</listitem>
</list>
</article>
<article id="473">
<generic id="474">
<heading id="475" level="4">Searching by subcategory</heading>
</generic>
<list id="479">
<listitem id="480" level="1">To search within a subcategory select .<ListMarker name="• " id="481" />
<strong id="485">All fields</strong>
</listitem>
<listitem id="490" level="1">A subcategory search can be combined with an author or keyword search by clicking on in advanced search.<ListMarker name="• " id="491" />
<strong id="496">add another term</strong>
</listitem>
</list>
</article>
<heading id="502" level="2">Tips</heading>
<paragraph id="505">Wildcards:</paragraph>
<list id="508">
<listitem id="509" level="1">Use ? to replace a single character or * to replace any number of characters.<ListMarker name="• " id="510" />
</listitem>
<listitem id="515" level="1">Can be used in any field, but not in the first character position. See Journal References tips for exceptions.<ListMarker name="• " id="516" />
</listitem>
</list>
<paragraph id="521">Expressions:</paragraph>
<list id="524">
<listitem id="525" level="1">TeX expressions can be searched, enclosed in single $ characters.<ListMarker name="• " id="526" />
</listitem>
</list>
<paragraph id="531">Phrases:</paragraph>
<list id="534">
<listitem id="535" level="1">Enclose phrases in double quotes for exact matches in title, abstract, and comments.<ListMarker name="• " id="536" />
</listitem>
</list>
<paragraph id="541">Dates:</paragraph>
<list id="544">
<listitem id="545" level="1">Sorting by announcement date will use the year and month the (v1) of the paper was announced.<ListMarker name="• " id="546" />
<emphasis id="550">original version</emphasis>
</listitem>
<listitem id="555" level="1">Sorting by submission date will use the year, month and day the of the paper was submitted.<ListMarker name="• " id="556" />
<emphasis id="560">latest version</emphasis>
</listitem>
</list>
<paragraph id="565">Journal References:</paragraph>
<list id="568">
<listitem id="569" level="1">If a journal reference search contains a wildcard, matches will be made using wildcard matching as expected. For example, will match , , .<ListMarker name="• " id="570" />
<strong id="575">math*</strong>
<emphasis id="580">math</emphasis>
<emphasis id="585">maths</emphasis>
<emphasis id="590">mathematics</emphasis>
</listitem>
<listitem id="595" level="1">If a journal reference search does contain a wildcard, only exact phrases entered will be matched. For example, would match or but or .<ListMarker name="• " id="596" />
<strong id="600">not</strong>
<strong id="606">math</strong>
<emphasis id="611">math</emphasis>
<emphasis id="616">math and science</emphasis>
<emphasis id="621">maths</emphasis>
<emphasis id="626">mathematics</emphasis>
</listitem>
<listitem id="631" level="1">All journal reference searches that do not contain a wildcard are literal searches: a search for will match all papers with journal references containing , but a search for will only return the paper with journal reference .<ListMarker name="• " id="632" />
<strong id="637">Physica A</strong>
<emphasis id="643">Physica A</emphasis>
<strong id="648">Physica A, 245 (1997) 181</strong>
<emphasis id="654">Physica A, 245 (1997) 181</emphasis>
</listitem>
</list>
</main>
<contentinfo id="659">
<navigation name="Secondary" id="660">
<list id="664">
<listitem id="665" level="1">
<link id="666" focusable="true">About</link>
</listitem>
<listitem id="669" level="1">
<link id="670" focusable="true">Help</link>
</listitem>
</list>
<list id="674">
<listitem id="675" level="1">
<link id="676" focusable="true">Contact</link>
</listitem>
<listitem id="679" level="1">
<link id="680" focusable="true">Subscribe</link>
</listitem>
</list>
<list id="686">
<listitem id="687" level="1">
<link id="688" focusable="true">Copyright</link>
</listitem>
<listitem id="691" level="1">
<link id="692" focusable="true">Privacy Policy</link>
</listitem>
</list>
<list id="696">
<listitem id="697" level="1">
<link id="698" focusable="true">Web Accessibility Assistance</link>
</listitem>
<listitem id="701" level="1">
<paragraph id="702">Get status notifications via or<link id="703" focusable="true">arXiv Operational Status </link>
<LineBreak name="" id="706">
<InlineTextBox name=" " id="707" />
</LineBreak>
<link id="710" focusable="true">email</link>
<link id="715" focusable="true">slack</link>
</paragraph>
</listitem>
</list>
</navigation>
</contentinfo>
</RootWebArea>{
"explanation": "**Planning actions for form submission**\n\nI need to perform several actions: click on radio button id 292, enter '2026-03-09' in the From field id 302, enter '2026-03-15' in the To field id 311, and set the combo box id 133 to option id 148, which is 'All fields.'. I think we can execute these steps in sequence using function calls. The TypeTool will focus on and clear the fields before typing, which is handy. I’ll use the ClickTool for the radio button. **Implementing combobox selection steps**\n\nI need to select an option from a combobox with id 133 and a popup 134 that has the available options. It seems like we can’t use a select tool but can click the combobox to open it and then click option 148. So the steps are: click 292, type '2026-03-09' into 302, type '2026-03-15' into 311, click 133 to open, and click 148 to select. I’ll use sequential tool calls for this.",
"performed_steps": [
{
"name": "Click the 'Date range' radio button (id 292), then type '2026-03-09' in the From date field (id 302) and '2026-03-15' in the To date field (id 311). Also change the 'Field to search' combobox (id 133) to 'All fields' (id 148)",
"tools": [
"ClickTool(id='292')"
]
}
],
"changes": "URL did not change. User switched the active option from Specific year to Date range within the same selection group. The Specific year radio was previously checked and focused, but is now unchecked and not focused. Simultaneously, the Date range option becomes checked and gains focus. This indicates the focus moved to the newly selected option within the same radio group."
}{
"explanation": "**Typing date into field**\n\nI need to type '2026-03-09' into the From date field, which has the ID 302. First, I decide on the element, and it looks like it’s a textbox. I’ll use the functions.TypeTool with ID 302 to accomplish this. Then, I’ll respond with the result. I want to keep it straightforward, so no extra steps are needed. Let’s go ahead and perform that action!",
"performed_steps": [
{
"name": "Type '2026-03-09' in the From date field (id 302)",
"tools": [
"TypeTool(id='302', text='2026-03-09')"
]
}
],
"changes": "URL did not change. The accessibility tree shows a small focus and value update in a date filter section. The Date range radio is no longer marked as focused, while the From date textbox gains focus and is prefilled with the value 2026-03-09. In addition, the From textbox now contains an embedded value node representing the date, and the focus state remains on the input. The overall change indicates a user action or state where the date field is being edited and a date is pre-populated."
}{
"explanation": "**Clarifying date entry**\n\nI need to type '2026-03-15' in what I initially thought was the To date field with id 311. But looking at the ARIA tree, it shows that the To date field actually has id 313. The user mentioned id 311, so I'm questioning that. I think it might be a mistake. I’ll proceed to type '2026-03-15' into element id 313, ensuring it's focused first, and then I'll respond to confirm. Let's get that done!",
"performed_steps": [
{
"name": "Type '2026-03-15' in the To date field (id 311)",
"tools": [
"TypeTool(id='313', text='2026-03-15')"
]
}
],
"changes": "URL did not change. A date-range input changed from two generic textboxes to prefilled date fields with a focus shift. The “From” field is no longer marked as focused and now no inner value is shown, while the “to” field becomes focused and includes a default date value (2026-03-15) inside it. Overall, the interface now displays prefilled dates for the range, with the focus moved to the upper bound, making it easier to adjust the end date. The bottom explanatory text remains, indicating how the date bounds are used."
}{
"explanation": "**Changing search options**\n\nI need to change the \"Field to search\" combobox in the search term section to \"All fields.\" In the ARIA tree, there are two comboboxes: one is id 52, which has \"All fields\" selected, and the other is id 133, where \"All fields\" isn’t selected. I’ll target combobox id 133 and select option id 148. To do this, I’ll first click on combobox 133, then select option 148. **Performing sequential clicks**\n\nI’m considering whether to use multi_tool_use.parallel, but it seems I don’t need that since my actions need to be sequential. I’ll use standard tool calls to click twice using functions.ClickTool. First, I’ll click on combobox id 133, and then I’ll click on option id 148 afterward. It’s straightforward, so let’s go ahead and make those clicks in sequence!",
"performed_steps": [
{
"name": "Change the 'Field to search' combobox in the search term section to 'All fields'",
"tools": [
"ClickTool(id='133')"
]
}
],
"changes": "URL did not change. The focus moved to the search field region. The combobox for \"Field to search\" is now marked as focused and its popup references an active descendant, indicating the current item in the suggestions is active. In the date input area, the previously focused state on the \"to\" textbox is removed, while the value 2026-03-15 remains displayed. The editable and other attributes stay the same, so the visual content is unchanged but the focus state is no longer attached to that textbox."
}{
"explanation": "**Selecting fields in search**\n\nI need to choose the \"All fields\" option from the Field to search dropdown. There are two similar comboboxes: one in the header with \"All fields\" selected by default, and another in the Advanced Search section that isn't selected. It makes sense to interact with the second combobox to select the option. I should click the combobox to open the menu and choose \"All fields\" from the options. I'll use the click function for this. **Executing tool clicks**\n\nI need to click on combobox id 133 first, followed by option id 148. It seems logical to use sequential calls here, so I should perform two separate clicks. There's no need for navigation in between, just direct clicks using ClickTool for both IDs. I’ll start by clicking on id 133, and then move on to id 148. After that, I can confirm that the task is done and list the IDs used.",
"performed_steps": [
{
"name": "Select 'All fields' option from the Field to search dropdown",
"tools": [
"ClickTool(id='133')"
]
}
],
"changes": "URL did not change. No visible changes occurred in the UI. The accessibility tree diff is empty, so there’s no navigation, content update, or interactive elements added or removed to describe. If you intended to include changes, please provide a non-empty diff."
}Error: Message: element not interactable: [object HTMLOptionElement] has no size and location (Session info: chrome=146.0.7680.80); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x0000000101146a80 cxxbridge1$str$ptr + 3158700 1 chromedriver 0x000000010113eb08 cxxbridge1$str$ptr + 3126068 2 chromedriver 0x0000000100c13724 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 75036 3 chromedriver 0x0000000100c19954 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 100172 4 chromedriver 0x0000000100c1bbd8 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 109008 5 chromedriver 0x0000000100c1bc90 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 109192 6 chromedriver 0x0000000100c609e8 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 391136 7 chromedriver 0x0000000100c600bc _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 388788 8 chromedriver 0x0000000100ca1df0 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 658408 9 chromedriver 0x0000000100c9a2f0 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 626920 10 chromedriver 0x0000000100c50fc8 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 327104 11 chromedriver 0x000000010110529c cxxbridge1$str$ptr + 2890440 12 chromedriver 0x000000010110898c cxxbridge1$str$ptr + 2904504 13 chromedriver 0x00000001010ea648 cxxbridge1$str$ptr + 2780788 14 chromedriver 0x0000000101109210 cxxbridge1$str$ptr + 2906684 15 chromedriver 0x00000001010db04c cxxbridge1$str$ptr + 2717816 16 chromedriver 0x000000010112dc78 cxxbridge1$str$ptr + 3056804 17 chromedriver 0x000000010112ddf4 cxxbridge1$str$ptr + 3057184 18 chromedriver 0x000000010113e760 cxxbridge1$str$ptr + 3125132 19 libsystem_pthread.dylib 0x000000018e78fc08 _pthread_start + 136 20 libsystem_pthread.dylib 0x000000018e78aba8 thread_start + 8
{
"explanation": "**Setting select element with JavaScript**\n\nI need to outline steps for using JavaScript to set the \"Field to search\" select element to the \"All fields\" value. I can use the ExecuteJavascriptTool for executing the code that modifies the select element. There are two similar elements I need to identify: one with id 52 and the other with id 133. The first one might be where I want to set the value to \"All fields.\" Let's make sure to clarify which element to target. **Implementing JavaScript for search field**\n\nI'm looking at the \"Search term\" group, where the \"Field to search\" label has combo id 132. The options include \"All fields\" under MenuListPopup 134. The currently selected option is \"Title\" in the second combo with id 133. To set the value to \"All fields,\" I should focus on id 133 and use JavaScript to locate it using document.querySelector. Since the HTML is pseudo-XML, I'll access the element by its id directly and dispatch events to select the \"All fields\" option. **Creating JavaScript for option selection**\n\nI want to create JavaScript to select the \"All fields\" option under the MenuListPopup and set it as selected. First, I can get the combo box with id 133. Then, I need to check for the MenuListPopup by using querySelector. If I find the option with the name \"All fields,\" I'll set it as selected and dispatch a change event.\n\nI'll include a fallback to simplify things if the popup isn't accessible. Once I've crafted the script, I'll deliver it as a tool call via ExecuteJavascriptTool. **Executing the tool call**\n\nI’m considering whether we might run our process in parallel with the single tool. It seems like a good idea to do that—to increase efficiency. Once I execute the tool call, I’ll ensure to respond with the result confirming that it was executed successfully. It feels important to keep track of this so the user knows everything is working smoothly. Let’s go ahead and perform that tool call now.",
"performed_steps": [
{
"name": "Use JavaScript to set the Field to search select element to 'All fields' value. The select element is in the advanced search form search term section.",
"tools": [
"ExecuteJavascriptTool(script='(function(){\n // Target the advanced search Field to search combobox (id=133 in ARIA tree)\n var cb = document.getElementById('133');\n if(!cb){ cb = document.querySelector('[id=\"133\"]'); }\n if(!cb){ console.warn('Field to search combobox not found'); return; }\n // Try to locate the popup options container and the All fields option\n var opt = null;\n // Common structure: options under an element with id 134 or direct options\n var popup = cb.querySelector('[id=\"134\"]');\n if(popup){ opt = popup.querySelector('option[name=\"All fields\"]'); }\n if(!opt){ opt = cb.querySelector('option[name=\"All fields\"]'); }\n if(opt){\n opt.selected = true;\n // Trigger change to ensure any listeners react\n var ev = new Event('change', { bubbles: true, cancelable: true });\n cb.dispatchEvent(ev);\n } else {\n console.warn('All fields option not found within the combobox');\n }\n})();')"
]
}
],
"changes": "URL did not change. No visible changes occurred in the UI. The accessibility tree diff is empty, so there’s no navigation, content update, or interactive elements added or removed to describe. If you intended to include changes, please provide a non-empty diff."
}{
"explanation": "**Executing JavaScript on page**\n\nI need to execute the provided JavaScript on the webpage. First, I’m identifying the element `select[name=\"searchtype\"]`, but the page uses a custom combobox instead of a standard select. The user's JS is trying to select an element that may not exist. I’ll run the script using the `ExecuteJavascriptTool`, even if it might fail due to no elements being found. I’ll provide the results accordingly, whether it runs successfully or not. Let’s go ahead and do this!",
"performed_steps": [
{
"name": "Execute this JavaScript: var selects = document.querySelectorAll('select[name=\\\"searchtype\\\"]'); if(selects.length > 0){ selects[0].value = 'all'; selects[0].dispatchEvent(new Event('change', {bubbles:true})); }",
"tools": [
"ExecuteJavascriptTool(script='var selects = document.querySelectorAll('select[name=\\\"searchtype\\\"]'); if(selects.length > 0){ selects[0].value = 'all'; selects[0].dispatchEvent(new Event('change', {bubbles:true})); }')"
]
}
],
"changes": "URL did not change. No visible changes occurred in the UI. The accessibility tree diff is empty, so there’s no navigation, content update, or interactive elements added or removed to describe. If you intended to include changes, please provide a non-empty diff."
}{
"explanation": "**Navigating to a URL**\n\nI need to use the NavigateToUrlTool to go to a specific URL. First, I should provide the URL I want to navigate to. Once that’s set, I’ll respond with a confirmation that I’ve done it. I’ll go ahead and perform the action using the function. After that, I’ll send a final message to let the user know everything is taken care of. It seems straightforward, but I want to make sure it all goes smoothly!",
"performed_steps": [
{
"name": "Navigate to this URL: https://arxiv.org/search/?searchtype=all&query=autonomous+vehicles&classification-eess=y&date-filter_by=date_range&date-from_date=2026-03-09&date-to_date=2026-03-15&start=0",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=all&query=autonomous+vehicles&classification-eess=y&date-filter_by=date_range&date-from_date=2026-03-09&date-to_date=2026-03-15&start=0')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=all&query=autonomous+vehicles&classification-eess=y&date-filter_by=date_range&date-from_date=2026-03-09&date-to_date=2026-03-15&start=0. The page shifted from an “Advanced Search” form to a results-driven listing view. The main heading now shows a summary of results (Showing 1–50 of 9,810 results for all: autonomous vehicles) and the detailed multi-field search controls were largely replaced with streamlined inputs for a quick search, sort, and per-page options. Key user-visible changes include: a prominent search term input and a sort-by dropdown, plus a per-page selector with a Go button replacing the previous extensive advanced-filter layout; pagination controls were added to a pagination navigation, and the long list of subcategory and field filters was removed in favor of a simpler, more compact interface. Minor formatting tweaks were also made to a status line’s line break rendering."
}['9,810', 'for all: autonomous vehicles']
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/advanced",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/advanced')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced. The interface moved from a generic results-browsing view to an Advanced Search interface with guided search content. The main heading changes from “Showing 1–50 of 9,810 results for all: autonomous vehicles” to a simple “Advanced Search,” and the previous search controls have been largely replaced by new descriptive sections. Key visible content changes include new instructional articles: “Searching by Author Name” and “Searching by subcategory,” plus a Tips section with guidance on wildcards, phrases, dates, and journal references. The banner text formatting was adjusted to tighten line breaks, and the \"Skip to main content\" path remains, but the overall search UI is simplified to a more tutorial-like layout rather than the old multi-field form."
}{
"explanation": "",
"performed_steps": [
{
"name": "1. Type 'autonomous vehicles' in the Search term input field (id 121). 2. Check the 'Electrical Engineering and Systems Science (eess)' checkbox (id 188). 3. Click the 'Date range' radio button (id 292). 4. Type '2026-03-09' in the From date textbox (id 302). 5. Type '2026-03-15' in the To date textbox. 6. Click the Search button (id 399).",
"tools": [
"TypeTool(id='121', text='autonomous vehicles')"
]
}
],
"changes": "URL did not change. The user moved into the search term input and it becomes focused. The Search term textbox is now pre-filled with the text \"autonomous vehicles\" and receives focus. Additionally, the control’s labelledby attribute is now empty, indicating no assistive label linkage changed, and the content is embedded inside the textbox as editable plaintext."
}{
"explanation": "",
"performed_steps": [
{
"name": "Check the 'Electrical Engineering and Systems Science (eess)' checkbox (id 188)",
"tools": [
"TypeTool(id='121', text='autonomous vehicles')"
]
}
],
"changes": "URL did not change. No visible changes occurred in the UI. The accessibility tree diff is empty, so there’s no navigation, content update, or interactive elements added or removed to describe. If you intended to include changes, please provide a non-empty diff."
}{
"explanation": "**Executing click command**\n\nI need to click the checkbox labeled 'Electrical Engineering and Systems Science (eess)'. I notice there's a checkbox under the ARIA tree with the name \"Electrical Engineering and Systems Science (eess)\" and the ID 188, which is part of a generic group. My plan is to locate that element using its ID and then use the click tool. I'll execute the function call for the click without needing to run anything in parallel. Let's do this!",
"performed_steps": [
{
"name": "Click the checkbox labeled 'Electrical Engineering and Systems Science (eess)'",
"tools": [
"ClickTool(id='188')"
]
}
],
"changes": "URL did not change. A focus state change occurred within the search term input. The Search term textbox no longer has an explicit focused attribute, though it still shows the placeholder value and the content “autonomous vehicles.” Separately, the Electrical Engineering and Systems Science (eess) checkbox is now shown as both focused and checked, indicating it is currently selected and has keyboard focus. Previously it was focusable but not selected."
}{
"explanation": "**Planning actions for form submission**\n\nI need to perform several actions: click on radio button id 292, enter '2026-03-09' in the From field id 302, enter '2026-03-15' in the To field id 311, and set the combo box id 133 to option id 148, which is 'All fields.'. I think we can execute these steps in sequence using function calls. The TypeTool will focus on and clear the fields before typing, which is handy. I’ll use the ClickTool for the radio button. **Implementing combobox selection steps**\n\nI need to select an option from a combobox with id 133 and a popup 134 that has the available options. It seems like we can’t use a select tool but can click the combobox to open it and then click option 148. So the steps are: click 292, type '2026-03-09' into 302, type '2026-03-15' into 311, click 133 to open, and click 148 to select. I’ll use sequential tool calls for this.",
"performed_steps": [
{
"name": "Click the 'Date range' radio button",
"tools": [
"ClickTool(id='292')"
]
}
],
"changes": "URL did not change. A selection focus moved from the general date option to a specific date range. The All dates radio is no longer selected, and Date range becomes the new active choice with focus. Concretely, the Electrical Engineering checkbox loses its focused state (still checked, but no focus flag). The All dates radio changes from checked to unchecked, while the Date range radio becomes checked and retains or gains focus, indicating the new active date filter."
}{
"explanation": "",
"performed_steps": [
{
"name": "Type '2026-03-09' in the From date input field",
"tools": [
"TypeTool(id='121', text='autonomous vehicles')"
]
}
],
"changes": "URL did not change. The changes indicate that the user interface now auto-focuses the search term field. Specifically, the textbox named \"Search term\" gained a focused=\"true\" state, making it ready for immediate typing. Additionally, the previously focused state on the \"Date range\" radio button was removed. The radio remains checked, but is no longer flagged as focused."
}{
"explanation": "**Executing JavaScript**\n\nI need to run a JavaScript code snippet to gather input from forms on a webpage. First, I'll use the `ExecuteJavascriptTool` to execute the command that converts the form inputs and selections into a JSON string. After that, I’ll collect the results and present them to the user. It sounds like a straightforward process, so let’s get started with running the tool!",
"performed_steps": [
{
"name": "Execute JavaScript to get all input names and values in the main search form: JSON.stringify(Array.from(document.querySelectorAll('form input, form select')).map(el => ({name: el.name, type: el.type, value: el.value, checked: el.checked})))",
"tools": [
"ExecuteJavascriptTool(script='JSON.stringify(Array.from(document.querySelectorAll('form input, form select')).map(el => ({name: el.name, type: el.type, value: el.value, checked: el.checked})))')"
]
}
],
"changes": "URL did not change. No visible changes occurred in the UI. The accessibility tree diff is empty, so there’s no navigation, content update, or interactive elements added or removed to describe. If you intended to include changes, please provide a non-empty diff."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/?searchtype=all&query=autonomous+vehicles&classification-eess=on&date-filter_by=date_range&date-from_date=2026-03-09&date-to_date=2026-03-15",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=all&query=autonomous+vehicles&classification-eess=on&date-filter_by=date_range&date-from_date=2026-03-09&date-to_date=2026-03-15')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=all&query=autonomous+vehicles&classification-eess=on&date-filter_by=date_range&date-from_date=2026-03-09&date-to_date=2026-03-15. The page workflow shifted from an “Advanced Search” interface to a more explicit search results view. The main heading updates to show a results summary (Showing 1–50 of 9,810 results for all: autonomous vehicles) and the search controls have been expanded into visible, labeled inputs. Key content changes include a dedicated search term input, a field selector, a results-per-page dropdown, a sort-by control, and a streamlined Go button replacing the old Search button. The layout also relocates pagination into a navigation block, adds multiple result items, and removes several helper tips sections from the previous UI. A minor formatting tweak in the banner line break is also observed."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/advanced",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/advanced')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced. The interface moved from a generic results-browsing view to an Advanced Search interface with guided search content. The main heading changes from “Showing 1–50 of 9,810 results for all: autonomous vehicles” to a simple “Advanced Search,” and the previous search controls have been largely replaced by new descriptive sections. Key visible content changes include new instructional articles: “Searching by Author Name” and “Searching by subcategory,” plus a Tips section with guidance on wildcards, phrases, dates, and journal references. The banner text formatting was adjusted to tighten line breaks, and the \"Skip to main content\" path remains, but the overall search UI is simplified to a more tutorial-like layout rather than the old multi-field form."
}{
"explanation": "**Providing code snippet**\n\nAlright, since I can't execute the code, I'm going to provide the code block as instructed. The guidelines urge avoiding heavy formatting, but since it doesn't explicitly forbid code, I can present the script in a clear snippet. I’ll include the expected result for things like form.action and the serialized input values. I'll also give a brief explanation of the steps involved, so it's understandable. Let's summarize it clearly!",
"performed_steps": [
{
"name": "Execute JavaScript to fill the form and submit it: \n1. Set the search term field value to 'autonomous vehicles'\n2. Check the eess checkbox\n3. Select Date range radio\n4. Set from date to '2026-03-09'\n5. Set to date to '2026-03-15'\nThen get the form's action and all serialized input values to understand the correct URL",
"tools": []
}
],
"changes": "URL did not change. No visible changes occurred in the UI. The accessibility tree diff is empty, so there’s no navigation, content update, or interactive elements added or removed to describe. If you intended to include changes, please provide a non-empty diff."
}{
"explanation": "",
"performed_steps": [
{
"name": "Execute JavaScript: var form = document.querySelector('form#advanced_search_form') || document.querySelector('form'); var inputs = Array.from(form.querySelectorAll('input,select')); return JSON.stringify(inputs.map(i=>({name:i.name,type:i.type,value:i.value})));",
"tools": [
"ExecuteJavascriptTool(script='var form = document.querySelector('form#advanced_search_form') || document.querySelector('form'); var inputs = Array.from(form.querySelectorAll('input,select')); return JSON.stringify(inputs.map(i=>({name:i.name,type:i.type,value:i.value})));')"
]
}
],
"changes": "URL did not change. No visible changes occurred in the UI. The accessibility tree diff is empty, so there’s no navigation, content update, or interactive elements added or removed to describe. If you intended to include changes, please provide a non-empty diff."
}{
"explanation": "**Scrolling to the Date section**\n\nI need to scroll down to the Date section of the advanced search form. So, I’ll issue a scroll action using the ScrollTool, making sure to identify the right element. The Date section has group id 255, nested under the main group id 101. To scroll, I simply need to target element with id 255. I’ll provide a brief reasoning and then make the single tool call to proceed.",
"performed_steps": [
{
"name": "Scroll down to the Date section of the advanced search form",
"tools": [
"ScrollTool(id='255')"
]
}
],
"changes": "URL did not change. No visible changes occurred in the UI. The accessibility tree diff is empty, so there’s no navigation, content update, or interactive elements added or removed to describe. If you intended to include changes, please provide a non-empty diff."
}{
"explanation": "**Executing tool call**\n\nI need to click the 'Date range' radio button in the Date section. In the ARIA tree, I found the element I need to interact with—it's a generic item with the id 288 that contains another generic with id 289, which has the radio button I'm looking for, named \"Date range\" with the id \"290.\" So, I'll use functions.ClickTool with id 290 to execute this action. Let's go ahead and perform the click!",
"performed_steps": [
{
"name": "Click on the 'Date range' radio button in the Date section",
"tools": [
"ClickTool(id='290')"
]
}
],
"changes": "URL did not change. The user moved selection within a date-picker radio group. All dates was deselected, while the Date range option became selected and now has focus. In addition, the focused state moved to the Date range option, indicating the UI focus is on that choice as the selected value. Overall, the date selection shifted from “All dates” to “Date range.”"
}Accessibility Tree:
<RootWebArea name="Advanced Search | arXiv e-print repository" id="1" focusable="true" focused="true">
<banner id="4">
<link id="5" focusable="true">Skip to main content</link>
<banner id="8">
<link name="" id="10" focusable="true">
<image name="logo" id="11" />
</link>
<generic id="14">We gratefully acknowledge support fromthe Simons Foundation, , and all contributors.<LineBreak name="" id="17">
<InlineTextBox name=" " id="18" />
</LineBreak>
<link id="21" focusable="true">member institutions</link>
<link id="26" focusable="true">Donate</link>
</generic>
</banner>
<link name="arxiv-" id="32" focusable="true">
<image name="logo" id="33" />
</link>
<generic id="35">
<generic id="37">
<textbox name="Search term or terms" id="38" invalid="false" focusable="true" editable="plaintext" settable="true" multiline="false" readonly="false" required="false" />
<paragraph id="41">|<link id="42" focusable="true">Help</link>
<link id="47" focusable="true">Advanced Search</link>
</paragraph>
</generic>
<generic id="50">
<generic id="51">
<combobox name="Field to search" id="52" invalid="false" focusable="true" hasPopup="menu">
<MenuListPopup id="53">
<option name="All fields" id="54" focusable="true" selected="true" />
<option name="Title" id="55" focusable="true" selected="false" />
<option name="Author" id="56" focusable="true" selected="false" />
<option name="Abstract" id="57" focusable="true" selected="false" />
<option name="Comments" id="58" focusable="true" selected="false" />
<option name="Journal reference" id="59" focusable="true" selected="false" />
<option name="ACM classification" id="60" focusable="true" selected="false" />
<option name="MSC classification" id="61" focusable="true" selected="false" />
<option name="Report number" id="62" focusable="true" selected="false" />
<option name="arXiv identifier" id="63" focusable="true" selected="false" />
<option name="DOI" id="64" focusable="true" selected="false" />
<option name="ORCID" id="65" focusable="true" selected="false" />
<option name="arXiv author ID" id="66" focusable="true" selected="false" />
<option name="Help pages" id="67" focusable="true" selected="false" />
<option name="Full text" id="68" focusable="true" selected="false" />
</MenuListPopup>
</combobox>
<generic id="69"> </generic>
</generic>
</generic>
<button id="71" invalid="false" focusable="true">Search</button>
</generic>
<generic id="74">
<navigation name="User menu" id="75">
<link id="76" focusable="true">Login</link>
</navigation>
</generic>
</banner>
<main id="79">
<heading id="82" level="1">Advanced Search</heading>
<link id="87" focusable="true">Search v0.5.6 released 2020-02-24</link>
<generic id="94">
<link id="95" focusable="true">Simple Search</link>
</generic>
<generic id="101">
<generic id="102">
<group name="" id="103" invalid="false" labelledby="">
<Legend id="104">Search term(s)</Legend>
<generic id="116">
<LabelText id="117">Search term</LabelText>
<textbox name="Search term" id="121" invalid="false" focusable="true" editable="plaintext" settable="true" multiline="false" readonly="false" required="false" labelledby="" />
</generic>
<generic id="124">
<LabelText id="125">Field to search</LabelText>
<generic id="130">
<combobox name="Field to search" id="131" invalid="false" focusable="true" hasPopup="menu" labelledby="">
<MenuListPopup id="132">
<option name="Title" id="133" focusable="true" selected="true" />
<option name="Author(s)" id="134" focusable="true" selected="false" />
<option name="Abstract" id="135" focusable="true" selected="false" />
<option name="Comments" id="136" focusable="true" selected="false" />
<option name="Journal reference" id="137" focusable="true" selected="false" />
<option name="ACM classification" id="138" focusable="true" selected="false" />
<option name="MSC classification" id="139" focusable="true" selected="false" />
<option name="Report number" id="140" focusable="true" selected="false" />
<option name="arXiv identifier" id="141" focusable="true" selected="false" />
<option name="Cross-list category" id="142" focusable="true" selected="false" />
<option name="DOI" id="143" focusable="true" selected="false" />
<option name="ORCID" id="144" focusable="true" selected="false" />
<option name="arXiv author ID" id="145" focusable="true" selected="false" />
<option name="All fields" id="146" focusable="true" selected="false" />
</MenuListPopup>
</combobox>
<generic id="147"> </generic>
</generic>
</generic>
<generic id="151">
<button name="Add another term +" id="152" invalid="false" focusable="true">Add another term+</button>
<button id="158" invalid="false" focusable="true">Search</button>
</generic>
</group>
</generic>
<generic id="161">
<group name="" id="162" invalid="false" labelledby="">
<Legend id="163">Subject</Legend>
<generic id="166">All classifications will be included by default.</generic>
<generic id="172">
<generic id="173">
<checkbox name="Computer Science (cs)" id="174" invalid="false" focusable="true" checked="false" labelledby="" />
</generic>
</generic>
<generic id="178">
<generic id="179">
<checkbox name="Economics (econ)" id="180" invalid="false" focusable="true" checked="false" labelledby="" />
</generic>
</generic>
<generic id="184">
<generic id="185">
<checkbox name="Electrical Engineering and Systems Science (eess)" id="186" invalid="false" focusable="true" checked="false" labelledby="" />
</generic>
</generic>
<generic id="190">
<generic id="191">
<checkbox name="Mathematics (math)" id="192" invalid="false" focusable="true" checked="false" labelledby="" />
</generic>
</generic>
<generic id="197">
<generic id="198">
<checkbox name="Physics" id="199" invalid="false" focusable="true" checked="false" labelledby="" />
</generic>
</generic>
<generic id="202">
<generic id="203">
<LabelText id="204">Subtopic within physics</LabelText>
<combobox name="Subtopic within" id="209" invalid="false" focusable="true" hasPopup="menu" labelledby="">
<MenuListPopup id="210">
<option name="all" id="211" focusable="true" selected="true" />
<option name="astro-ph" id="212" focusable="true" selected="false" />
<option name="cond-mat" id="213" focusable="true" selected="false" />
<option name="gr-qc" id="214" focusable="true" selected="false" />
<option name="hep-ex" id="215" focusable="true" selected="false" />
<option name="hep-lat" id="216" focusable="true" selected="false" />
<option name="hep-ph" id="217" focusable="true" selected="false" />
<option name="hep-th" id="218" focusable="true" selected="false" />
<option name="math-ph" id="219" focusable="true" selected="false" />
<option name="nlin" id="220" focusable="true" selected="false" />
<option name="nucl-ex" id="221" focusable="true" selected="false" />
<option name="nucl-th" id="222" focusable="true" selected="false" />
<option name="physics" id="223" focusable="true" selected="false" />
<option name="quant-ph" id="224" focusable="true" selected="false" />
</MenuListPopup>
</combobox>
<generic id="225"> </generic>
</generic>
</generic>
<generic id="228">
<generic id="229">
<checkbox name="Quantitative Biology (q-bio)" id="230" invalid="false" focusable="true" checked="false" labelledby="" />
</generic>
</generic>
<generic id="234">
<generic id="235">
<checkbox name="Quantitative Finance (q-fin)" id="236" invalid="false" focusable="true" checked="false" labelledby="" />
</generic>
</generic>
<generic id="240">
<generic id="241">
<checkbox name="Statistics (stat)" id="242" invalid="false" focusable="true" checked="false" labelledby="" />
</generic>
</generic>
<generic id="246">
<LabelText id="247">
<radio name=" Include cross-listed papers" id="248" invalid="false" focusable="true" checked="true" labelledby="" />
</LabelText>
<LabelText id="251">
<radio name=" Exclude cross-listed papers" id="252" invalid="false" focusable="true" checked="false" labelledby="" />
</LabelText>
</generic>
</group>
<group name="" id="255" invalid="false" labelledby="">
<Legend id="256">Date</Legend>
<generic id="260">
<generic id="261">
<radio name="All dates" id="262" invalid="false" focusable="true" checked="false" labelledby="" />
</generic>
</generic>
<generic id="266">
<generic id="267">
<radio name="Past 12 months" id="268" invalid="false" focusable="true" checked="false" labelledby="" />
</generic>
</generic>
<generic id="272">
<generic id="273">
<radio name="Specific year" id="274" invalid="false" focusable="true" checked="false" labelledby="" />
</generic>
</generic>
<generic id="277">
<LabelText id="278">Enter four digit year</LabelText>
<textbox name="Enter four digit year" id="284" invalid="false" focusable="true" editable="plaintext" settable="true" multiline="false" readonly="false" required="false" labelledby="" />
</generic>
<generic id="288">
<generic id="289">
<radio name="Date range" id="290" invalid="false" focusable="true" focused="true" checked="true" labelledby="" />
</generic>
</generic>
<generic id="294">
<generic id="295">
<LabelText id="296">From</LabelText>
</generic>
<generic id="299">
<textbox name="From" id="300" invalid="false" focusable="true" editable="plaintext" settable="true" multiline="false" readonly="false" required="false" labelledby="" />
</generic>
</generic>
<generic id="303">
<generic id="304">
<LabelText id="305">to</LabelText>
</generic>
<generic id="308">
<textbox name="to" id="309" invalid="false" focusable="true" editable="plaintext" settable="true" multiline="false" readonly="false" required="false" labelledby="" />
</generic>
</generic>
<generic id="312">When limiting by date range, the lower bound of the "from" date and the upper bound of the "to" date are used.For example, searching with and will search for papers submitted from to .<LineBreak name="" id="316">
<InlineTextBox name=" " id="317" />
</LineBreak>
<code id="320">From: 2012-02</code>
<code id="325">To: 2013</code>
<code id="331">2012-02-01</code>
<code id="336">2013-12-31</code>
</generic>
<separator id="341" settable="true" orientation="horizontal" />
<generic id="343">
<LabelText id="344">
<radio name=" Submission date (most recent)" id="345" invalid="false" focusable="true" checked="true" labelledby="" />
</LabelText>
<LabelText id="348">
<radio name=" Submission date (original)" id="349" invalid="false" focusable="true" checked="false" labelledby="" />
</LabelText>
<LabelText id="352">
<radio name=" Announcement date" id="353" invalid="false" focusable="true" checked="false" labelledby="" />
</LabelText>
<paragraph id="356">You may filter on either submission date or announcement date. Note that announcement date supports only year and month granularity.</paragraph>
</generic>
</group>
</generic>
<generic id="361">
<generic id="363">
<LabelText id="364">
<radio name=" Show abstracts" id="365" invalid="false" focusable="true" checked="true" labelledby="" />
</LabelText>
<LabelText id="368">
<radio name=" Hide abstracts" id="369" invalid="false" focusable="true" checked="false" labelledby="" />
</LabelText>
</generic>
<generic id="376">
<combobox name="results per page" id="378" invalid="false" focusable="true" hasPopup="menu" labelledby="">
<MenuListPopup id="379">
<option name="25" id="380" focusable="true" selected="false" />
<option name="50" id="381" focusable="true" selected="true" />
<option name="100" id="382" focusable="true" selected="false" />
<option name="200" id="383" focusable="true" selected="false" />
</MenuListPopup>
</combobox>
<generic id="384"> </generic>
</generic>
<generic id="386">
<LabelText id="387">results per page</LabelText>
</generic>
<generic id="392">
<generic id="393">
<checkbox name="Include older versions of papers" id="394" invalid="false" focusable="true" checked="false" labelledby="" />
</generic>
</generic>
<button id="397" invalid="false" focusable="true">Search</button>
</generic>
</generic>
<article id="401">
<generic id="402">
<heading id="403" level="4">Searching by Author Name</heading>
</generic>
<list id="407">
<listitem id="408" level="1">Using the produces best results for author name searches.<ListMarker name="• " id="409" />
<strong id="413">Author(s) field</strong>
</listitem>
<listitem id="419" level="1">For the most precise name search, follow or pattern: example Hawking, S or Hawking, Stephen<ListMarker name="• " id="420" />
<strong id="424">surname(s), forename(s)</strong>
<strong id="430">surname(s), initial(s)</strong>
</listitem>
<listitem id="436" level="1">For best results on multiple author names, (semicolon). Example: Jin, D S; Ye, J<ListMarker name="• " id="437" />
<strong id="441">separate individuals with a ;</strong>
</listitem>
<listitem id="447" level="1">Author names enclosed in quotes will return only . For example, "Stephen Hawking" will not return matches for Stephen W. Hawking.<ListMarker name="• " id="448" />
<strong id="452">exact matches</strong>
</listitem>
<listitem id="459" level="1">Diacritic character variants are automatically searched in the Author(s) field.<ListMarker name="• " id="460" />
</listitem>
<listitem id="465" level="1">Queries with no punctuation will treat each term independently.<ListMarker name="• " id="466" />
</listitem>
</list>
</article>
<article id="471">
<generic id="472">
<heading id="473" level="4">Searching by subcategory</heading>
</generic>
<list id="477">
<listitem id="478" level="1">To search within a subcategory select .<ListMarker name="• " id="479" />
<strong id="483">All fields</strong>
</listitem>
<listitem id="488" level="1">A subcategory search can be combined with an author or keyword search by clicking on in advanced search.<ListMarker name="• " id="489" />
<strong id="494">add another term</strong>
</listitem>
</list>
</article>
<heading id="500" level="2">Tips</heading>
<paragraph id="503">Wildcards:</paragraph>
<list id="506">
<listitem id="507" level="1">Use ? to replace a single character or * to replace any number of characters.<ListMarker name="• " id="508" />
</listitem>
<listitem id="513" level="1">Can be used in any field, but not in the first character position. See Journal References tips for exceptions.<ListMarker name="• " id="514" />
</listitem>
</list>
<paragraph id="519">Expressions:</paragraph>
<list id="522">
<listitem id="523" level="1">TeX expressions can be searched, enclosed in single $ characters.<ListMarker name="• " id="524" />
</listitem>
</list>
<paragraph id="529">Phrases:</paragraph>
<list id="532">
<listitem id="533" level="1">Enclose phrases in double quotes for exact matches in title, abstract, and comments.<ListMarker name="• " id="534" />
</listitem>
</list>
<paragraph id="539">Dates:</paragraph>
<list id="542">
<listitem id="543" level="1">Sorting by announcement date will use the year and month the (v1) of the paper was announced.<ListMarker name="• " id="544" />
<emphasis id="548">original version</emphasis>
</listitem>
<listitem id="553" level="1">Sorting by submission date will use the year, month and day the of the paper was submitted.<ListMarker name="• " id="554" />
<emphasis id="558">latest version</emphasis>
</listitem>
</list>
<paragraph id="563">Journal References:</paragraph>
<list id="566">
<listitem id="567" level="1">If a journal reference search contains a wildcard, matches will be made using wildcard matching as expected. For example, will match , , .<ListMarker name="• " id="568" />
<strong id="573">math*</strong>
<emphasis id="578">math</emphasis>
<emphasis id="583">maths</emphasis>
<emphasis id="588">mathematics</emphasis>
</listitem>
<listitem id="593" level="1">If a journal reference search does contain a wildcard, only exact phrases entered will be matched. For example, would match or but or .<ListMarker name="• " id="594" />
<strong id="598">not</strong>
<strong id="604">math</strong>
<emphasis id="609">math</emphasis>
<emphasis id="614">math and science</emphasis>
<emphasis id="619">maths</emphasis>
<emphasis id="624">mathematics</emphasis>
</listitem>
<listitem id="629" level="1">All journal reference searches that do not contain a wildcard are literal searches: a search for will match all papers with journal references containing , but a search for will only return the paper with journal reference .<ListMarker name="• " id="630" />
<strong id="635">Physica A</strong>
<emphasis id="641">Physica A</emphasis>
<strong id="646">Physica A, 245 (1997) 181</strong>
<emphasis id="652">Physica A, 245 (1997) 181</emphasis>
</listitem>
</list>
</main>
<contentinfo id="657">
<navigation name="Secondary" id="658">
<list id="662">
<listitem id="663" level="1">
<link id="664" focusable="true">About</link>
</listitem>
<listitem id="667" level="1">
<link id="668" focusable="true">Help</link>
</listitem>
</list>
<list id="672">
<listitem id="673" level="1">
<link id="674" focusable="true">Contact</link>
</listitem>
<listitem id="677" level="1">
<link id="678" focusable="true">Subscribe</link>
</listitem>
</list>
<list id="684">
<listitem id="685" level="1">
<link id="686" focusable="true">Copyright</link>
</listitem>
<listitem id="689" level="1">
<link id="690" focusable="true">Privacy Policy</link>
</listitem>
</list>
<list id="694">
<listitem id="695" level="1">
<link id="696" focusable="true">Web Accessibility Assistance</link>
</listitem>
<listitem id="699" level="1">
<paragraph id="700">Get status notifications via or<link id="701" focusable="true">arXiv Operational Status </link>
<LineBreak name="" id="704">
<InlineTextBox name=" " id="705" />
</LineBreak>
<link id="708" focusable="true">email</link>
<link id="713" focusable="true">slack</link>
</paragraph>
</listitem>
</list>
</navigation>
</contentinfo>
</RootWebArea>{
"explanation": "",
"performed_steps": [
{
"name": "Click on textbox id 121 and type 'autonomous vehicles'",
"tools": [
"TypeTool(id='121', text='autonomous vehicles')"
]
}
],
"changes": "URL did not change. A focus change and value prefill were applied in the search area. The Search term textbox is now shown as focused by default and contains a default value \"autonomous vehicles\" inside the control. Additionally, the default focus on the Date range radio was removed while it remains selected. No other label text or accessibility attributes changed aside from removing the focused state on that radio."
}{
"explanation": "**Clarifying Checkbox IDs**\n\nOkay, so I need to click a checkbox based on the ARIA tree. It looks like there's a generic ID 186 that contains another ID, 187, and the actual checkbox I need to click is ID 188. The user is asking for ID 186, but that seems to lead me to click on ID 188 for \"Electrical Engineering and Systems Science (eess).\" I think I'll proceed with the tool call to click the checkbox with ID 188 and confirm that the action was completed!",
"performed_steps": [
{
"name": "Click on the checkbox id 186 to check 'Electrical Engineering and Systems Science (eess)'",
"tools": [
"ClickTool(id='188')"
]
}
],
"changes": "URL did not change. A focus state change occurred within the search term input. The Search term textbox no longer has an explicit focused attribute, though it still shows the placeholder value and the content “autonomous vehicles.” Separately, the Electrical Engineering and Systems Science (eess) checkbox is now shown as both focused and checked, indicating it is currently selected and has keyboard focus. Previously it was focusable but not selected."
}{
"explanation": "I'm analyzing the situation where I notice that \"300\" refers to a container but \"302\" is likely a specific textbox. The instructions mention \"id 300,\" but I can't find that textbox. It seems like 300 could be related to the \"From date\" field group, while I can click on 302 directly. So, I’ll perform a ClickTool action on id 302 and then use TypeTool to enter the date \"2026-03-09.\" Let's keep moving forward with these sequential tool calls!",
"performed_steps": [
{
"name": "Click on the textbox id 300 (the From date field) and type '2026-03-09'",
"tools": [
"ClickTool(id='302')"
]
}
],
"changes": "URL did not change. A focus/navigation change occurred within a form: the user's focus moved away from a previously focused checkbox to the From textbox. The checkbox remains checked, but its focused state was removed. Additionally, the From textbox now receives focus, indicating that the user is about to enter or edit the value there. The rest of the attributes for both controls remain the same."
}{
"explanation": "**Typing in date textbox**\n\nI need to input '2026-03-09' into the focused From date textbox. The ARIA tree indicates that the From textbox has an ID of 302 and is currently focused. So, I’ll type into that specific element using TypeTool with the ID 302. There's no need to perform any parallel actions for this; I’ll simply call functions.TypeTool to get this done! Let's go ahead and execute it.",
"performed_steps": [
{
"name": "Type '2026-03-09' in the currently focused From date textbox",
"tools": [
"TypeTool(id='302', text='2026-03-09')"
]
}
],
"changes": "URL did not change. The user moved from an empty From field to a date-filled input. The From textbox now contains a nested plaintext value, showing 2026-03-09 inside the field, while remaining focused and editable. This adds a visible default/selected date to the form without changing its label or ability to edit."
}{
"explanation": "**Clarifying steps for input**\n\nI'm working through some steps here related to clicking and typing into the “to” date textbox. Initially, there seems to be confusion because the \"to\" textbox is referenced with an ID of 309, but the actual ID for the textbox is 313 according to the ARIA tree.\n\nSo, I'll click on the element with ID 313 and type \"2026-03-15\" in it. I plan to use ClickTool followed by TypeTool in that order. Let’s move forward with these actions!",
"performed_steps": [
{
"name": "Click on the 'to' date textbox id 309 and type '2026-03-15'",
"tools": [
"ClickTool(id='313')"
]
}
],
"changes": "URL did not change. Users are viewing a date-range filter with From and to fields. The focus state of the date inputs changed: the From textbox is no longer set to focused, while the To textbox now has focused=\"true\". Other attributes remain the same, so the inputs’ validation and editability are unchanged; only which field starts with focus has been swapped."
}{
"explanation": "**Typing in date field**\n\nI need to enter '2026-03-15' in the currently focused \"To date\" textbox. I see there's a specific textbox in the ARIA tree with the ID 313 that's currently focused. So, I'll use the TypeTool with this ID and input the date. It seems straightforward and doesn't require any parallel actions. I'll go ahead and perform the tool call now.",
"performed_steps": [
{
"name": "Type '2026-03-15' in the currently focused To date textbox",
"tools": [
"TypeTool(id='313', text='2026-03-15')"
]
}
],
"changes": "URL did not change. A date range UI input was updated to show a prefilled value in the “to” field. The to-date textbox now contains a nested plaintext node with the value 2026-03-15, making the selected date visible to assistive technologies. Other attributes of the input remain the same (focusable, focused, editable plaintext), and the surrounding structure is otherwise unchanged. This change indicates the end date is prefilled or suggested by the form."
}Error: Element with raw_id=131 has no backendDOMNodeId attribute
{
"explanation": "**Assessing element actions**\n\nI need to respond by attempting to click the element with id 397 if it's present. The tool requires the exact id, so if it's not there, I should acknowledge that it wasn’t found. Since the tool doesn't have a find function, I could use JavaScript to check for the id and click it if it exists. If not, I'll let the user know that I can't find it and suggest clicking other visible buttons with ids 403 or 71 instead. **Implementing JavaScript check**\n\nI’m planning to implement a small JavaScript function that checks if an element with id 397 exists. If it does, I'll use the ExecuteJavascriptTool to click it. After that, I’ll report the result back. It seems straightforward, but I need to ensure that it runs smoothly. Being careful with this step is crucial because getting it right will help the user effectively. So, let’s proceed with that!",
"performed_steps": [
{
"name": "Click the Search button with id 397",
"tools": [
"ExecuteJavascriptTool(script='var el=document.getElementById('397'); if(el){ el.click(); 'clicked'; } else { 'not found'; }')"
]
}
],
"changes": "URL did not change. No visible changes occurred in the UI. The accessibility tree diff is empty, so there’s no navigation, content update, or interactive elements added or removed to describe. If you intended to include changes, please provide a non-empty diff."
}{
"explanation": "**Executing search command**\n\nI need to click the Search button at the bottom of the advanced search form. There are multiple buttons, but the one I want is likely the one with id 403, which is at the bottom of the larger section. There's also another button at id 71 near the top, but that doesn't seem to fit the prompt. Okay, I’ll instruct the tool to click the button with id 403 and move forward with the tool call!",
"performed_steps": [
{
"name": "Click the Search button at the bottom of the advanced search form",
"tools": [
"ClickTool(id='403')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced?advanced=1&terms-0-operator=AND&terms-0-term=autonomous+vehicles&terms-0-field=title&classification-eess=y&classification-physics_archives=all&classification-include_cross_list=include&date-year=&date-filter_by=date_range&date-from_date=2026-03-09&date-to_date=2026-03-15&date-date_type=submitted_date&abstracts=show&size=50&order=-announced_date_first. The page transition appears to reflect a shift from a generic “Advanced Search” interface to a results-focused listing view with additional quick actions. The header now shows a results summary (Showing 1–2 of 2 results) and new query controls, including a visible query line, a “Refine query” and “New search” link, plus a short Simple Search prompt. Content-wise, the heavy multi-section advanced search form has been replaced with a compact set of controls: a per-page results dropdown and a single “Go” action, while the previous detailed filters (subject, date, author, etc.) and many descriptive tips have been removed. The results list now includes two example items with arXiv metadata (title, authors, abstract snippet, and links), and a new consolidated line-break representation has replaced empty inline line breaks in a status area."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to the specified URL. To do that, I’ll use the NavigateToUrlTool with the provided link. It’s a straightforward task; I’ll make sure to do it in one tool call. Once I’ve executed the navigation, I’ll respond with confirmation to let the user know it’s been completed. Let’s get started on this!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/advanced?advanced=1&terms-0-operator=AND&terms-0-term=autonomous+vehicles&terms-0-field=all&classification-eess=y&classification-physics_archives=all&classification-include_cross_list=include&date-year=&date-filter_by=date_range&date-from_date=2026-03-09&date-to_date=2026-03-15&date-date_type=submitted_date&abstracts=show&size=200&order=-announced_date_first",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/advanced?advanced=1&terms-0-operator=AND&terms-0-term=autonomous+vehicles&terms-0-field=all&classification-eess=y&classification-physics_archives=all&classification-include_cross_list=include&date-year=&date-filter_by=date_range&date-from_date=2026-03-09&date-to_date=2026-03-15&date-date_type=submitted_date&abstracts=show&size=200&order=-announced_date_first')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced?advanced=1&terms-0-operator=AND&terms-0-term=autonomous+vehicles&terms-0-field=all&classification-eess=y&classification-physics_archives=all&classification-include_cross_list=include&date-year=&date-filter_by=date_range&date-from_date=2026-03-09&date-to_date=2026-03-15&date-date_type=submitted_date&abstracts=show&size=200&order=-announced_date_first. You navigated from a compact results page to a fuller search results view with more items and richer per-item detail. The results list expanded from 2 to 6 items, and each item now includes full metadata blocks (title, authors, abstract, and links) rather than compact placeholders. Key content changes include a larger per-page and sort UI rework (the per-page options now show 25/50/100/200 with 200 selected, and the sort control is presented as its own combobox with the same options as before), an updated query summary showing a larger page size and a changed filter parameter, and a simplified inline line-break representation in the status area."
}Showing 1–6 of 6 results
Driver python-1773939153 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1773939153 Token usage statistics: - Total: 306064 tokens (293832 input, 12232 output) - Cached: 70800 tokens (67226 input, 3574 output)








Chrome driver started successfully (driver_id: python-1772421934) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to a URL**\n\nI need to use the NavigateToUrlTool to get to the specific URL. After that, I'll confirm the action. It seems simple enough, no need to make it more complicated than necessary. I'll keep it straightforward with just one tool call and then follow up with the next steps or a confirmation for clarity. Keeping things simple is the way to go!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/?searchtype=all&query=graph+neural+networks&order=-announced_date_first",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=all&query=graph+neural+networks&order=-announced_date_first')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=all&query=graph+neural+networks&order=-announced_date_first. The interface transitioned from a minimal root frame to a full “Search | arXiv e-print repository” results page, including a header with skip link, branding/logo, and top banner with user menu and helpful links. The main area now exposes an extensive search UI: a query field with term preset, a field chooser (All fields/Title/Author/etc.), search controls (Search button), show abstracts toggles, Advanced Search link, per-page and sort options, and a Go button. Below that, the page renders a paginated results list showing 1–50 of many entries, each with arXiv identifiers, quick actions (pdf/ps/other), subject categories, title, authors, abstract snippet, and submission info. A dedicated pagination navigation (Next and page numbers) and a secondary content info section with About/Help/Contact/Accessibility options were added, completing the site-wide chrome and accessibility structure."
}['Title: Random-Forest-Induced Graph Neural Networks for Tabular Learning', 'Authors: Haozhe Chen', 'Soheila Farokhi', 'Kelvyn Bladen', 'Hamid Karimi', 'Kevin R. Moon', 'Submission date: Submitted 27 February, 2026; originally announced February 2026.']
{
"explanation": "**Planning a click action**\n\nI need to make sure I understand the requirement to click an element. The instructions say to use the element with ID 265, and it seems I need to call the ClickTool for that. The ClickTool requires an integer for the ID, which matches perfectly with what I have. So I'll go ahead and perform a single tool call with functions.ClickTool using ID 265. Let's proceed with that!",
"performed_steps": [
{
"name": "Click on the title \"Random-Forest-Induced Graph Neural Networks for Tabular Learning\" to open the paper page",
"tools": [
"ClickTool(id='265')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "",
"performed_steps": [
{
"name": "Click on the link to the abstract page of the paper \"Random-Forest-Induced Graph Neural Networks for Tabular Learning\"",
"tools": [
"ClickTool(id='240')"
]
}
],
"changes": "URL changed to https://arxiv.org/abs/2602.24224. The interface shifted from a generic search results homepage to a specific paper’s detail view. The main content area was replaced: the previous multi-field search bar and per-page/sort controls are gone, and the page now directly presents the paper title, authors, abstract, metadata table, submission history, and access options (PDF/HTML/TeX, license, and related tools). Other visible changes include branding/content tweaks in the header (logo replaced by a Cornell University image, plus donation/members links introduced) and a concise status section at the bottom where the arXiv Operational Status link appears with a simplified line break, replacing the earlier longer status paragraph. Overall, the page structure focuses on the individual paper rather than search results and navigation controls."
}NOOP
{
"explanation": "",
"performed_steps": [
{
"name": "Click on the HTML link to view the full paper with author affiliations",
"tools": [
"ClickTool(id='208')"
]
}
],
"changes": "URL changed to https://arxiv.org/html/2602.24224v1. Navigating to the paper page now shows a full article-style view instead of a simple abstract. The header expands with new navigation and mode-switch options, and the top banner includes a “Back to arXiv” link plus several quick actions (Report an Issue, Download PDF, Toggle navigation, light/dark mode). The main content is vastly expanded: the abstract area is replaced by a structured article with sections, figures, tables, and appendices (6 Experiments with datasets, graphs of RF-GNN, multiple baselines, and regression analyses). There are new content blocks for Appendix A/B, detailed experimental results, error-reporting instructions, and a contentinfo area guiding error reporting. Overall, the UI shifts from a lightweight paper header to a comprehensive, sectioned document with rich content and interactive elements."
}Utah State University
Driver python-1772421934 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772421934 Token usage statistics: - Total: 198154 tokens (195742 input, 2412 output) - Cached: 686 tokens (503 input, 183 output)



Chrome driver started successfully (driver_id: python-1772422067) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://arxiv.org/",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/')"
]
}
],
"changes": "URL changed to https://arxiv.org/. The page expanded from a minimal focusable RootWebArea to a full arXiv.org e-Print archive landing with a complete header, main content, and footer navigation. The header now includes a skip link, site logo, login, and a prominent search bar with a field selector and a multi-option subject search menu, plus a dedicated “Search” action. The main content introduces broad subject groupings (Physics, Mathematics, Computer Science, Quantitative Biology, Quantitative Finance, Statistics, Electrical Engineering and Systems Science, Economics) with extensive sub-items and a detailed About arXiv section, while a secondary navigation block appears in the contentinfo area for About, Help, Contact, Subscribe, Copyright, Privacy, and Accessibility. Overall, interactive elements like the Skip to main content, Login, and Search controls become central, and the page gains a richly structured, navigable content hierarchy."
}NOOP because no links or sections about merchandise, store, shop, or products are present in the provided webpage content or ARIA tree.
Driver python-1772422067 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772422067 Token usage statistics: - Total: 11046 tokens (10801 input, 245 output) - Cached: 0 tokens (0 input, 0 output)


























Chrome driver started successfully (driver_id: python-1773614253) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/?searchtype=all&query=climate+change+modeling&start=0 to search for papers about climate change modeling",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=all&query=climate+change+modeling&start=0')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=all&query=climate+change+modeling&start=0. A search results interface was introduced in place of the previous empty root. The page now presents a full header area with a Skip link, logo, a search bar with field selectors, and a user/login control, all inside a top banner. The main content switches to a live results view: a heading shows the current results, a search term is pre-filled, and users can adjust results per page, sort order, and abstracts visibility, plus navigate via pagination at the top and bottom. The results list contains numerous items with each entry showing the arXiv identifier, title, authors, abstract snippet, and action links (pdf/ps/other), followed by a footer-like contentinfo section with secondary navigation and contact/status options."
}{
"explanation": "**Planning search parameters**\n\nI need to set up a search for last month, from February to March 2026, focusing on the astro-ph.EP subject area. First, I'll interact with the Advanced Search link, identified with ID 122. I think there’s an implicit date filter there. After I click it, I expect input fields to appear for setting the date range from 2026-02-01 to 2026-03-31. Finally, I’ll select the astro-ph.EP subject from a dropdown. **Simulating search query**\n\nI’m planning to type \"astro-ph.EP\" into the subject area field and set the appropriate date range through the Advanced Search feature. My first step is to navigate to Advanced Search by clicking the link with ID 122. I’m not sure if I have IDs for the specific input fields on that page. Once opened, I’ll see if I can fill in the text box for the date range and subject. However, uncertainties about the ARIA tree elements make this tricky. **Executing search actions**\n\nI need to perform my best effort using the available ID 122 for the Advanced Search. After clicking it, I’ll want to look for input fields for entering my data. I plan to click \"Advanced Search\" first. Since I can't see specific IDs for the input fields, I’ll have to rely on the TypeTool and ask for confirmation afterward. So, I’ll use the functions.ClickTool with ID 122 and then explain what steps I've taken and what the next actions will be. **Requesting input permission**\n\nAfter navigating to the new page, I need to ask for permission to input the date range using the available fields. It’s essential to get confirmation from the user before proceeding, as I want to make sure that I’m following their expectations and using the correct information. This way, I can ensure that everything aligns with what they want. So, I'll plan to ask if they’re ready for me to input the date range now.",
"performed_steps": [
{
"name": "Filter results by selecting the date range to show papers from the last month (February 2026 to March 2026) and filter by subject area astro-ph.EP. Look for advanced search options or filters to narrow down the results.",
"tools": [
"ClickTool(id='122')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced?terms-0-term=climate+change+modeling&terms-0-field=all&size=50&order=-announced_date_first. The page shifted from a broad results/advanced search interface to a more guided, help-focused layout. The main root area title changed to Advanced Search, and the previous large search form and its controls were replaced with instructional sections and examples. Key content changes include new sections titled \"Searching by Author Name\" and \"Searching by subcategory\" that explain best practices with bullet points and examples; a persistent Tips area covering wildcards, expressions, phrases, and date/journal reference behavior; and a Simple Search link replacing the previous primary search controls. Overall, interactive search inputs were replaced by explanatory content and usage guidance."
}{
"explanation": "**Navigating to a URL**\n\nI need to navigate to the specified URL using the NavigateToUrlTool. My plan is to use that tool to confirm the action. After navigating, I might want to wait for the tool to fully load before responding. It seems straightforward—I'll just call the navigate function, and then I can confirm that everything is working as expected! Let's make sure we get this right and keep it clear for the user.",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/advanced?terms-0-operator=AND&terms-0-term=climate+change+modeling&terms-0-field=all&classification-physics_archives=ep&start=0&date-filter_by=date_range&date-year=&date-from_date=2026-02-15&date-to_date=2026-03-15&date-date_type=submitted_date&order=-announced_date_first",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/advanced?terms-0-operator=AND&terms-0-term=climate+change+modeling&terms-0-field=all&classification-physics_archives=ep&start=0&date-filter_by=date_range&date-year=&date-from_date=2026-02-15&date-to_date=2026-03-15&date-date_type=submitted_date&order=-announced_date_first')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced?terms-0-operator=AND&terms-0-term=climate+change+modeling&terms-0-field=all&classification-physics_archives=ep&start=0&date-filter_by=date_range&date-year=&date-from_date=2026-02-15&date-to_date=2026-03-15&date-date_type=submitted_date&order=-announced_date_first. The UI switched the default date filter from “All dates” to a specific “Date range” selection. The All dates radio is now unchecked, while the Date range option is checked, enabling users to specify a custom range by default. In addition, the date inputs for the range were prefilled: From shows 2026-02-15 and To shows 2026-03-15, with the inputs now containing embedded plaintext values inside the textbox elements. The final explanatory text remains, but the date fields themselves are pre-populated."
}{
"explanation": "",
"performed_steps": [
{
"name": "Click the Search button to submit the search form",
"tools": [
"ClickTool(id='61')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?query=&searchtype=all&source=header. The page’s top-level label now reflects a simpler “Search” flow instead of “Advanced Search,” signaling a shift to a streamlined search experience. The main heading changes from “Advanced Search” to “Search,” and the page title updates accordingly. The lengthy, detailed search form was replaced with a concise, single-term input and a richer field selector: a new “Search term or terms” textbox plus a combobox with an expanded list of fields (defaulting to All fields). A dedicated Search button appears, and you can toggle abstract visibility with new Show abstracts / Hide abstracts radios. An “Advanced Search” link is now present, suggesting access to the more detailed options if needed."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/advanced",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/advanced')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced. The interface switched from a compact Search page to a full Advanced Search view. The page title and root area name now reflect Advanced Search, signaling a richer, multi-parameter search experience. Content changes cluster into two big shifts: first, the old single-input search area was replaced with a multi-term search builder (term input, field to search, and an option to add more terms) plus an overall Simple Search link for quick queries; second, a comprehensive set of filters was introduced, including subject classifications, subtopics, date filtering with year/range controls, results per page, abstracts visibility, and an option to include older versions. Overall, the UI moved from a minimal search box to a feature-rich search form with grouped controls."
}['Search term or terms (textbox) id=31', 'Field to search (combobox) id=42', 'All fields (option) id=44', 'Title (option) id=45? (note: not selected) – listed for context', 'Author (option) id=46', 'Abstract (option) id=47', 'Comments (option) id=48', 'Journal reference (option) id=49', 'ACM classification (option) id=50', 'MSC classification (option) id=51', 'Report number (option) id=52', 'arXiv identifier (option) id=53', 'DOI (option) id=54', 'ORCID (option) id=55', 'arXiv author ID (option) id=56', 'Help pages (option) id=57 (not a field, but listed in menu)', 'Full text (option) id=58', 'Search (button) id=61', 'Search term (textbox) id=102', 'Field to search (combobox) id=109', 'Title (option) id=111', 'Author(s) (option) id=112', 'Abstract (option) id=113', 'Comments (option) id=114', 'Journal reference (option) id=115', 'ACM classification (option) id=116', 'MSC classification (option) id=117', 'Report number (option) id=118', 'arXiv identifier (option) id=119', 'Cross-list category (option) id=120', 'DOI (option) id=121', 'ORCID (option) id=122', 'arXiv author ID (option) id=123', 'All fields (option) id=124', 'Add another term+ (button) id=130', 'Search (button) id=134', 'Computer Science (cs) (checkbox) id=147', 'Economics (econ) (checkbox) id=153', 'Electrical Engineering and Systems Science (eess) (checkbox) id=159', 'Mathematics (math) (checkbox) id=165', 'Physics (checkbox) id=172', 'Subtopic within physics (combobox) id=179', 'All (option) id=181', 'astro-ph (option) id=182', 'cond-mat (option) id=183', 'gr-qc (option) id=184', 'hep-ex (option) id=185', 'hep-lat (option) id=186', 'hep-ph (option) id=187', 'hep-th (option) id=188', 'math-ph (option) id=189', 'nlin (option) id=190', 'nucl-ex (option) id=191', 'nucl-th (option) id=192', 'physics (option) id=193', 'quant-ph (option) id=194', 'Quantitative Biology (q-bio) (checkbox) id=200', 'Quantitative Finance (q-fin) (checkbox) id=206', 'Statistics (stat) (checkbox) id=212', 'Include cross-listed papers (radio) id=218', 'Exclude cross-listed papers (radio) id=221', 'All dates (radio) id=229', 'Past 12 months (radio) id=235', 'Specific year (radio) id=241', 'Enter four digit year (textbox) id=247', 'From (textbox) id=262', 'to (textbox) id=270', 'From/To date helper text (paragraph) id=273', 'Submission date (most recent) (radio) id=293', 'Submission date (original) (radio) id=296', 'Announcement date (radio) id=299', 'You may filter on either submission date or announcement date. Note that announcement date supports only year and month granularity. (paragraph) id=301', 'Show abstracts (radio) id=307', 'Hide abstracts (radio) id=310', 'results per page (combobox) id=318', '25 (option) id=320', '50 (option) id=321', '100 (option) id=322', '200 (option) id=323', 'Include older versions of papers (checkbox) id=333', 'Search (button) id=336']
Error: Message: invalid element state (Session info: chrome=146.0.7680.80) Stacktrace: 0 chromedriver 0x0000000103443424 cxxbridge1$str$ptr + 3160724 1 chromedriver 0x000000010343b4b8 cxxbridge1$str$ptr + 3128104 2 chromedriver 0x0000000102f0f728 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74524 3 chromedriver 0x0000000102f50984 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 341368 4 chromedriver 0x0000000102f4e6b8 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332460 5 chromedriver 0x0000000102f964e4 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 626904 6 chromedriver 0x0000000102f4d1b4 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 327080 7 chromedriver 0x0000000103401dc0 cxxbridge1$str$ptr + 2892848 8 chromedriver 0x00000001034054b0 cxxbridge1$str$ptr + 2906912 9 chromedriver 0x00000001033e751c cxxbridge1$str$ptr + 2784140 10 chromedriver 0x0000000103405d34 cxxbridge1$str$ptr + 2909092 11 chromedriver 0x00000001033d7fac cxxbridge1$str$ptr + 2721308 12 chromedriver 0x000000010342a8e8 cxxbridge1$str$ptr + 3059544 13 chromedriver 0x000000010342aa64 cxxbridge1$str$ptr + 3059924 14 chromedriver 0x000000010343b110 cxxbridge1$str$ptr + 3127168 15 libsystem_pthread.dylib 0x000000018e78fc08 _pthread_start + 136 16 libsystem_pthread.dylib 0x000000018e78aba8 thread_start + 8
Error: Message: invalid element state (Session info: chrome=146.0.7680.80) Stacktrace: 0 chromedriver 0x0000000103443424 cxxbridge1$str$ptr + 3160724 1 chromedriver 0x000000010343b4b8 cxxbridge1$str$ptr + 3128104 2 chromedriver 0x0000000102f0f728 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74524 3 chromedriver 0x0000000102f50984 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 341368 4 chromedriver 0x0000000102f4e6b8 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332460 5 chromedriver 0x0000000102f964e4 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 626904 6 chromedriver 0x0000000102f4d1b4 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 327080 7 chromedriver 0x0000000103401dc0 cxxbridge1$str$ptr + 2892848 8 chromedriver 0x00000001034054b0 cxxbridge1$str$ptr + 2906912 9 chromedriver 0x00000001033e751c cxxbridge1$str$ptr + 2784140 10 chromedriver 0x0000000103405d34 cxxbridge1$str$ptr + 2909092 11 chromedriver 0x00000001033d7fac cxxbridge1$str$ptr + 2721308 12 chromedriver 0x000000010342a8e8 cxxbridge1$str$ptr + 3059544 13 chromedriver 0x000000010342aa64 cxxbridge1$str$ptr + 3059924 14 chromedriver 0x000000010343b110 cxxbridge1$str$ptr + 3127168 15 libsystem_pthread.dylib 0x000000018e78fc08 _pthread_start + 136 16 libsystem_pthread.dylib 0x000000018e78aba8 thread_start + 8
Accessibility Tree:
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<banner id="4">
<link id="5" focusable="True">Skip to main content</link>
<banner id="8">
<link name="" id="10" focusable="True">
<image name="logo" id="11" />
</link>
<generic id="14">We gratefully acknowledge support fromthe Simons Foundation, , and all contributors.<LineBreak name="" id="17">
<InlineTextBox name=" " id="18" />
</LineBreak>
<link id="21" focusable="True">member institutions</link>
<link id="26" focusable="True">Donate</link>
</generic>
</banner>
<link name="arxiv-" id="32" focusable="True">
<image name="logo" id="33" />
</link>
<generic id="35">
<generic id="37">
<textbox name="Search term or terms" id="38" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="False" />
<paragraph id="41">|<link id="42" focusable="True">Help</link>
<link id="47" focusable="True">Advanced Search</link>
</paragraph>
</generic>
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<generic id="51">
<combobox name="Field to search" id="52" invalid="false" focusable="True" hasPopup="menu">
<MenuListPopup id="53">
<option name="All fields" id="54" focusable="True" selected="True" />
<option name="Title" id="55" focusable="True" selected="False" />
<option name="Author" id="56" focusable="True" selected="False" />
<option name="Abstract" id="57" focusable="True" selected="False" />
<option name="Comments" id="58" focusable="True" selected="False" />
<option name="Journal reference" id="59" focusable="True" selected="False" />
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<option name="arXiv identifier" id="63" focusable="True" selected="False" />
<option name="DOI" id="64" focusable="True" selected="False" />
<option name="ORCID" id="65" focusable="True" selected="False" />
<option name="arXiv author ID" id="66" focusable="True" selected="False" />
<option name="Help pages" id="67" focusable="True" selected="False" />
<option name="Full text" id="68" focusable="True" selected="False" />
</MenuListPopup>
</combobox>
<generic id="69"> </generic>
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</generic>
<button id="71" invalid="false" focusable="True">Search</button>
</generic>
<generic id="74">
<navigation name="User menu" id="75">
<link id="76" focusable="True">Login</link>
</navigation>
</generic>
</banner>
<main id="79">
<heading id="82" level="1">Advanced Search</heading>
<link id="87" focusable="True">Search v0.5.6 released 2020-02-24</link>
<generic id="94">
<link id="95" focusable="True">Simple Search</link>
</generic>
<generic id="101">
<generic id="102">
<group name="" id="103" invalid="false" labelledby="">
<Legend id="104">Search term(s)</Legend>
<generic id="116">
<LabelText id="117">Search term</LabelText>
<textbox name="Search term" id="121" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="False" labelledby="" />
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<generic id="124">
<LabelText id="125">Field to search</LabelText>
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<option name="Comments" id="136" focusable="True" selected="False" />
<option name="Journal reference" id="137" focusable="True" selected="False" />
<option name="ACM classification" id="138" focusable="True" selected="False" />
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<option name="Cross-list category" id="142" focusable="True" selected="False" />
<option name="DOI" id="143" focusable="True" selected="False" />
<option name="ORCID" id="144" focusable="True" selected="False" />
<option name="arXiv author ID" id="145" focusable="True" selected="False" />
<option name="All fields" id="146" focusable="True" selected="False" />
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<generic id="147"> </generic>
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<generic id="151">
<button name="Add another term +" id="152" invalid="false" focusable="True">Add another term+</button>
<button id="158" invalid="false" focusable="True">Search</button>
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<group name="" id="162" invalid="false" labelledby="">
<Legend id="163">Subject</Legend>
<generic id="166">All classifications will be included by default.</generic>
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<generic id="173">
<checkbox name="Computer Science (cs)" id="174" invalid="false" focusable="True" checked="false" labelledby="" />
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<checkbox name="Electrical Engineering and Systems Science (eess)" id="186" invalid="false" focusable="True" checked="false" labelledby="" />
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<checkbox name="Mathematics (math)" id="192" invalid="false" focusable="True" checked="false" labelledby="" />
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<checkbox name="Physics" id="199" invalid="false" focusable="True" checked="false" labelledby="" />
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<generic id="203">
<LabelText id="204">Subtopic within physics</LabelText>
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<MenuListPopup id="210">
<option name="all" id="211" focusable="True" selected="True" />
<option name="astro-ph" id="212" focusable="True" selected="False" />
<option name="cond-mat" id="213" focusable="True" selected="False" />
<option name="gr-qc" id="214" focusable="True" selected="False" />
<option name="hep-ex" id="215" focusable="True" selected="False" />
<option name="hep-lat" id="216" focusable="True" selected="False" />
<option name="hep-ph" id="217" focusable="True" selected="False" />
<option name="hep-th" id="218" focusable="True" selected="False" />
<option name="math-ph" id="219" focusable="True" selected="False" />
<option name="nlin" id="220" focusable="True" selected="False" />
<option name="nucl-ex" id="221" focusable="True" selected="False" />
<option name="nucl-th" id="222" focusable="True" selected="False" />
<option name="physics" id="223" focusable="True" selected="False" />
<option name="quant-ph" id="224" focusable="True" selected="False" />
</MenuListPopup>
</combobox>
<generic id="225"> </generic>
</generic>
</generic>
<generic id="228">
<generic id="229">
<checkbox name="Quantitative Biology (q-bio)" id="230" invalid="false" focusable="True" checked="false" labelledby="" />
</generic>
</generic>
<generic id="234">
<generic id="235">
<checkbox name="Quantitative Finance (q-fin)" id="236" invalid="false" focusable="True" checked="false" labelledby="" />
</generic>
</generic>
<generic id="240">
<generic id="241">
<checkbox name="Statistics (stat)" id="242" invalid="false" focusable="True" checked="false" labelledby="" />
</generic>
</generic>
<generic id="246">
<LabelText id="247">
<radio name=" Include cross-listed papers" id="248" invalid="false" focusable="True" checked="true" labelledby="" />
</LabelText>
<LabelText id="251">
<radio name=" Exclude cross-listed papers" id="252" invalid="false" focusable="True" checked="false" labelledby="" />
</LabelText>
</generic>
</group>
<group name="" id="255" invalid="false" labelledby="">
<Legend id="256">Date</Legend>
<generic id="260">
<generic id="261">
<radio name="All dates" id="262" invalid="false" focusable="True" checked="true" labelledby="" />
</generic>
</generic>
<generic id="266">
<generic id="267">
<radio name="Past 12 months" id="268" invalid="false" focusable="True" checked="false" labelledby="" />
</generic>
</generic>
<generic id="272">
<generic id="273">
<radio name="Specific year" id="274" invalid="false" focusable="True" checked="false" labelledby="" />
</generic>
</generic>
<generic id="277">
<LabelText id="278">Enter four digit year</LabelText>
<textbox name="Enter four digit year" id="284" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="False" labelledby="" />
</generic>
<generic id="288">
<generic id="289">
<radio name="Date range" id="290" invalid="false" focusable="True" checked="false" labelledby="" />
</generic>
</generic>
<generic id="294">
<generic id="295">
<LabelText id="296">From</LabelText>
</generic>
<generic id="299">
<textbox name="From" id="300" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="False" labelledby="" />
</generic>
</generic>
<generic id="303">
<generic id="304">
<LabelText id="305">to</LabelText>
</generic>
<generic id="308">
<textbox name="to" id="309" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="False" labelledby="" />
</generic>
</generic>
<generic id="312">When limiting by date range, the lower bound of the "from" date and the upper bound of the "to" date are used.For example, searching with and will search for papers submitted from to .<LineBreak name="" id="316">
<InlineTextBox name=" " id="317" />
</LineBreak>
<code id="320">From: 2012-02</code>
<code id="325">To: 2013</code>
<code id="331">2012-02-01</code>
<code id="336">2013-12-31</code>
</generic>
<separator id="341" settable="True" orientation="horizontal" />
<generic id="343">
<LabelText id="344">
<radio name=" Submission date (most recent)" id="345" invalid="false" focusable="True" checked="true" labelledby="" />
</LabelText>
<LabelText id="348">
<radio name=" Submission date (original)" id="349" invalid="false" focusable="True" checked="false" labelledby="" />
</LabelText>
<LabelText id="352">
<radio name=" Announcement date" id="353" invalid="false" focusable="True" checked="false" labelledby="" />
</LabelText>
<paragraph id="356">You may filter on either submission date or announcement date. Note that announcement date supports only year and month granularity.</paragraph>
</generic>
</group>
</generic>
<generic id="361">
<generic id="363">
<LabelText id="364">
<radio name=" Show abstracts" id="365" invalid="false" focusable="True" checked="true" labelledby="" />
</LabelText>
<LabelText id="368">
<radio name=" Hide abstracts" id="369" invalid="false" focusable="True" checked="false" labelledby="" />
</LabelText>
</generic>
<generic id="376">
<combobox name="results per page" id="378" invalid="false" focusable="True" hasPopup="menu" labelledby="">
<MenuListPopup id="379">
<option name="25" id="380" focusable="True" selected="False" />
<option name="50" id="381" focusable="True" selected="True" />
<option name="100" id="382" focusable="True" selected="False" />
<option name="200" id="383" focusable="True" selected="False" />
</MenuListPopup>
</combobox>
<generic id="384"> </generic>
</generic>
<generic id="386">
<LabelText id="387">results per page</LabelText>
</generic>
<generic id="392">
<generic id="393">
<checkbox name="Include older versions of papers" id="394" invalid="false" focusable="True" checked="false" labelledby="" />
</generic>
</generic>
<button id="397" invalid="false" focusable="True">Search</button>
</generic>
</generic>
<article id="401">
<generic id="402">
<heading id="403" level="4">Searching by Author Name</heading>
</generic>
<list id="407">
<listitem id="408" level="1">Using the produces best results for author name searches.<ListMarker name="• " id="409" />
<strong id="413">Author(s) field</strong>
</listitem>
<listitem id="419" level="1">For the most precise name search, follow or pattern: example Hawking, S or Hawking, Stephen<ListMarker name="• " id="420" />
<strong id="424">surname(s), forename(s)</strong>
<strong id="430">surname(s), initial(s)</strong>
</listitem>
<listitem id="436" level="1">For best results on multiple author names, (semicolon). Example: Jin, D S; Ye, J<ListMarker name="• " id="437" />
<strong id="441">separate individuals with a ;</strong>
</listitem>
<listitem id="447" level="1">Author names enclosed in quotes will return only . For example, "Stephen Hawking" will not return matches for Stephen W. Hawking.<ListMarker name="• " id="448" />
<strong id="452">exact matches</strong>
</listitem>
<listitem id="459" level="1">Diacritic character variants are automatically searched in the Author(s) field.<ListMarker name="• " id="460" />
</listitem>
<listitem id="465" level="1">Queries with no punctuation will treat each term independently.<ListMarker name="• " id="466" />
</listitem>
</list>
</article>
<article id="471">
<generic id="472">
<heading id="473" level="4">Searching by subcategory</heading>
</generic>
<list id="477">
<listitem id="478" level="1">To search within a subcategory select .<ListMarker name="• " id="479" />
<strong id="483">All fields</strong>
</listitem>
<listitem id="488" level="1">A subcategory search can be combined with an author or keyword search by clicking on in advanced search.<ListMarker name="• " id="489" />
<strong id="494">add another term</strong>
</listitem>
</list>
</article>
<heading id="500" level="2">Tips</heading>
<paragraph id="503">Wildcards:</paragraph>
<list id="506">
<listitem id="507" level="1">Use ? to replace a single character or * to replace any number of characters.<ListMarker name="• " id="508" />
</listitem>
<listitem id="513" level="1">Can be used in any field, but not in the first character position. See Journal References tips for exceptions.<ListMarker name="• " id="514" />
</listitem>
</list>
<paragraph id="519">Expressions:</paragraph>
<list id="522">
<listitem id="523" level="1">TeX expressions can be searched, enclosed in single $ characters.<ListMarker name="• " id="524" />
</listitem>
</list>
<paragraph id="529">Phrases:</paragraph>
<list id="532">
<listitem id="533" level="1">Enclose phrases in double quotes for exact matches in title, abstract, and comments.<ListMarker name="• " id="534" />
</listitem>
</list>
<paragraph id="539">Dates:</paragraph>
<list id="542">
<listitem id="543" level="1">Sorting by announcement date will use the year and month the (v1) of the paper was announced.<ListMarker name="• " id="544" />
<emphasis id="548">original version</emphasis>
</listitem>
<listitem id="553" level="1">Sorting by submission date will use the year, month and day the of the paper was submitted.<ListMarker name="• " id="554" />
<emphasis id="558">latest version</emphasis>
</listitem>
</list>
<paragraph id="563">Journal References:</paragraph>
<list id="566">
<listitem id="567" level="1">If a journal reference search contains a wildcard, matches will be made using wildcard matching as expected. For example, will match , , .<ListMarker name="• " id="568" />
<strong id="573">math*</strong>
<emphasis id="578">math</emphasis>
<emphasis id="583">maths</emphasis>
<emphasis id="588">mathematics</emphasis>
</listitem>
<listitem id="593" level="1">If a journal reference search does contain a wildcard, only exact phrases entered will be matched. For example, would match or but or .<ListMarker name="• " id="594" />
<strong id="598">not</strong>
<strong id="604">math</strong>
<emphasis id="609">math</emphasis>
<emphasis id="614">math and science</emphasis>
<emphasis id="619">maths</emphasis>
<emphasis id="624">mathematics</emphasis>
</listitem>
<listitem id="629" level="1">All journal reference searches that do not contain a wildcard are literal searches: a search for will match all papers with journal references containing , but a search for will only return the paper with journal reference .<ListMarker name="• " id="630" />
<strong id="635">Physica A</strong>
<emphasis id="641">Physica A</emphasis>
<strong id="646">Physica A, 245 (1997) 181</strong>
<emphasis id="652">Physica A, 245 (1997) 181</emphasis>
</listitem>
</list>
</main>
<contentinfo id="657">
<navigation name="Secondary" id="658">
<list id="662">
<listitem id="663" level="1">
<link id="664" focusable="True">About</link>
</listitem>
<listitem id="667" level="1">
<link id="668" focusable="True">Help</link>
</listitem>
</list>
<list id="672">
<listitem id="673" level="1">
<link id="674" focusable="True">Contact</link>
</listitem>
<listitem id="677" level="1">
<link id="678" focusable="True">Subscribe</link>
</listitem>
</list>
<list id="684">
<listitem id="685" level="1">
<link id="686" focusable="True">Copyright</link>
</listitem>
<listitem id="689" level="1">
<link id="690" focusable="True">Privacy Policy</link>
</listitem>
</list>
<list id="694">
<listitem id="695" level="1">
<link id="696" focusable="True">Web Accessibility Assistance</link>
</listitem>
<listitem id="699" level="1">
<paragraph id="700">Get status notifications via or<link id="701" focusable="True">arXiv Operational Status </link>
<LineBreak name="" id="704">
<InlineTextBox name=" " id="705" />
</LineBreak>
<link id="708" focusable="True">email</link>
<link id="713" focusable="True">slack</link>
</paragraph>
</listitem>
</list>
</navigation>
</contentinfo>
</RootWebArea>{
"explanation": "**Typing into textbox**\n\nI'm focusing on entering text into the textbox with id 121, specifically \"climate change modeling.\" I think it's a good idea to ensure it's in focus before I type, even though the TypeTool usually takes care of that. So I'll proceed with a single tool call to the TypeTool function with the specified id and text. Alright, let's get this done!",
"performed_steps": [
{
"name": "Type \"climate change modeling\" in the Search term textbox (id=121)",
"tools": [
"TypeTool(id='121', text='climate change modeling')"
]
}
],
"changes": "URL did not change. A user interaction focus moved into the Search term field, which now appears focused by default. The search input also now contains an initial value. Specifically, the textbox for \"Search term\" gained a focused state and includes an inner generic element with the text \"climate change modeling\" prefilled. The rest of the attributes remain the same, with the textbox still editable and plaintext, but now it shows a current value and has focus."
}Error: Element with raw_id=131 has no backendDOMNodeId attribute
{
"explanation": "**Clarifying search options**\n\nI need to adjust the dropdown in the advanced search form to select the \"All fields\" option. There are two areas with similar functionality. One is at the top with ID 52 showing \"All fields\" as selected. The other is the main advanced search area with ID 133 where \"All fields\" is not selected. It's a bit confusing. I should determine which area is user-facing to ensure I'm making the right change. **Planning search selection**\n\nIn the advanced search form, I see there's a field labeled \"Field to search.\" In the main area, there's a combobox with various options. We need to select the \"All fields\" option, which has ID 148 and is currently not selected. My plan is to click the combobox with ID 133 to open it and then select option 148. I need to use the ClickTool function in sequence since the selection depends on the first action. Let's move forward with that!",
"performed_steps": [
{
"name": "In the advanced search form, change the \"Field to search\" dropdown to select \"All fields\" option",
"tools": [
"ClickTool(id='133')"
]
}
],
"changes": "URL did not change. A focus shift occurred in the search UI. The initial textbox for “Search term” no longer has focus, while the combobox for “Field to search” is now marked as focused. The options in the combobox remain the same (Title, Author(s), Abstract), but a new activedescendant attribute is added to the popup (empty value)."
}Error: Message: element not interactable: [object HTMLOptionElement] has no size and location (Session info: chrome=146.0.7680.80); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x0000000103443424 cxxbridge1$str$ptr + 3160724 1 chromedriver 0x000000010343b4b8 cxxbridge1$str$ptr + 3128104 2 chromedriver 0x0000000102f0f924 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 75032 3 chromedriver 0x0000000102f15b54 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 100168 4 chromedriver 0x0000000102f17dd8 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 109004 5 chromedriver 0x0000000102f17e90 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 109188 6 chromedriver 0x0000000102f5cbd8 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 391116 7 chromedriver 0x0000000102f5c2ac _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 388768 8 chromedriver 0x0000000102f9dfe8 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 658396 9 chromedriver 0x0000000102f964e4 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 626904 10 chromedriver 0x0000000102f4d1b4 _RNvCskE0kXQ3GIWk_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 327080 11 chromedriver 0x0000000103401dc0 cxxbridge1$str$ptr + 2892848 12 chromedriver 0x00000001034054b0 cxxbridge1$str$ptr + 2906912 13 chromedriver 0x00000001033e751c cxxbridge1$str$ptr + 2784140 14 chromedriver 0x0000000103405d34 cxxbridge1$str$ptr + 2909092 15 chromedriver 0x00000001033d7fac cxxbridge1$str$ptr + 2721308 16 chromedriver 0x000000010342a8e8 cxxbridge1$str$ptr + 3059544 17 chromedriver 0x000000010342aa64 cxxbridge1$str$ptr + 3059924 18 chromedriver 0x000000010343b110 cxxbridge1$str$ptr + 3127168 19 libsystem_pthread.dylib 0x000000018e78fc08 _pthread_start + 136 20 libsystem_pthread.dylib 0x000000018e78aba8 thread_start + 8
{
"explanation": "**Executing tool actions**\n\nI need to perform a series of actions through tools to set various fields. The first step involves configuring the “Field to search” element to “All” and checking the Physics checkbox. After that, I need to select “astro-ph” from the Subtopic dropdown and click the Date range radio button. I’ll also fill in the From and To dates while using ARIA tree IDs to navigate options properly. It seems I’ll be selecting specific IDs to achieve this setup efficiently. **Planning sequential actions**\n\nI need to carry out a series of steps to interact with various components on the interface. The From field has an ID of 302, and the To field has an ID of 311. I’ll utilize functions from ClickTool to execute these tasks, which I'll do in sequence. \n\nThe steps involve clicking on the combobox to select \"All fields,\" checking the Physics checkbox, selecting \"astro-ph,\" and choosing the Date range. Finally, I’ll type specific dates into the From and To textboxes. This should get everything set up correctly! **Executing tool calls**\n\nI’m ready to proceed with a sequence of tool calls using functions.ClickTool and TypeTool, avoiding multi_tool_use for clarity. My plan is to chain the calls for efficiency. \n\nI’ll start by clicking the combobox with ID 133 to open it, then select option ID 148 for \"All fields.\" Next, I’ll check the Physics checkbox (ID 201), open the Subtopic combobox (ID 211), and select \"astro-ph\" (ID 214). After that, I'll click the Date range radio (ID 292) and type the dates into the From (ID 302) and To (ID 311) textboxes. Let's execute this!",
"performed_steps": [
{
"name": "Use JavaScript to set the value of the Field to search select element to \"all\" (All fields), then check the Physics checkbox, select \"astro-ph\" from the Subtopic dropdown, click the Date range radio button, fill the From date with \"2026-02-15\" and To date with \"2026-03-15\"",
"tools": [
"ClickTool(id='133')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "**Implementing combobox selection**\n\nThe combobox for searching should display \"All fields.\" To set it to this option, I'll assume it's either ID 148 or 54, as it has ID 52. The available options include \"All fields,\" which is initially selected. I’m planning to use JavaScript to find the combobox element with querySelector and set its value. Since the API has an ARIA-like structure, I'll employ DOM methods to find the correct option and dispatch a change event. \n\nNext, I need to check the Physics checkbox. **Setting options in a form**\n\nI'll first locate the checkbox for \"Physics\" using its name attribute and set it to checked before dispatching a change event. Next, I need to adjust the Subtopic select element, which has the combobox name \"Subtopic within\" and ID 211. I want to set it to either 'ep' or 'astro-ph,' but it seems 'ep' isn't listed; however, 'astro-ph' is available. I’ll try to implement robust code to select 'ep' if it’s present; otherwise, I’ll select 'astro-ph.' Lastly, I’ll click the Date range radio button, which has ID 292. **Executing JavaScript for date input**\n\nI need to click the radio button with ID 292. Next, I'll set the \"From\" date input to '2026-02-15' and the \"To\" date input to '2026-03-15,' using their respective names and IDs (302 for \"From\" and 311 for \"To\"). My plan is to create a sequence of JavaScript code to accomplish this. Even though the user didn't explicitly request a code block, I believe it's beneficial to provide a single script with comments. I'll utilize the ExecuteJavascriptTool function to run the script and return confirmation of execution. **Composing JavaScript code**\n\nI'm working on some JavaScript code. The main function, `selectOptionByName`, selects an option from a given select element based on the name or text content. Inside this function, I'll loop through the options to see if any match the provided `optionName`. If it finds a match, it will set the select value and dispatch a change event. If not, it looks for a custom MenuListPopup. \n\nFor the first step, I'm focusing on setting the \"Field to search\" to 'all' by selecting the option named \"All fields.\" I'll query for the appropriate combobox. **Finalizing JavaScript execution**\n\nI'm building the JavaScript code to set various input elements in a form. I start by looking for the \"All fields\" option in the combobox and dispatching a change event if found. If not, I set the value to '148'. Then, I check and check the Physics checkbox. \n\nNext, I select the \"Subtopic within\" entry, choosing either 'ep' or 'astro-ph.' I also need to check the Date range radio button. Finally, I’ll update the \"From\" and \"To\" dates. I’ll ensure I have valid selectors in the ARIA tree before sending the entire code as one ExecuteJavascriptTool call.",
"performed_steps": [
{
"name": "Execute JavaScript to: \n1. Set the select element for 'Field to search' (name containing 'field') to value 'all'\n2. Check the Physics checkbox\n3. Set the Subtopic select element to value 'ep' or 'astro-ph'\n4. Click the Date range radio button\n5. Set the From date input to '2026-02-15' and To date input to '2026-03-15'",
"tools": []
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "**Navigating to a URL**\n\nI need to use the NavigateToUrlTool with the provided URL. There's no need to analyze ARIA here, so I can keep it simple. I'll just proceed with calling the appropriate function to navigate. Once that's done, I’ll confirm the action to the user. It seems pretty straightforward, and I’m ready to get this done!",
"performed_steps": [
{
"name": "Navigate to the URL: https://arxiv.org/search/?searchtype=all&query=climate+change+modeling&start=0&classification-physics_archives=ep&date-filter_by=date_range&date-from_date=2026-02-15&date-to_date=2026-03-15&date-date_type=submitted_date",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=all&query=climate+change+modeling&start=0&classification-physics_archives=ep&date-filter_by=date_range&date-from_date=2026-02-15&date-to_date=2026-03-15&date-date_type=submitted_date')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=all&query=climate+change+modeling&start=0&classification-physics_archives=ep&date-filter_by=date_range&date-from_date=2026-02-15&date-to_date=2026-03-15&date-date_type=submitted_date. The user interface shifted from an “Advanced Search” view to a results-centric search results page. The page now shows a heading like “Showing 1–50 of 2,511 results for all: climate change modeling,” and includes a search term input, a sort-by dropdown, and a per-page control, enabling users to refine and paginate results directly on the results screen. Content-wise, the advanced search panel and many complex filters were pared back in favor of a streamlined results list with page-number links and a Next button for pagination. The previous Tips/help sections were removed, and the action button changed from “Search” to a shorter “Go.” Additionally, minor formatting tweaks were made to line breaks and metadata rendering (e.g., a newline line break now explicitly represented)."
}{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/?searchtype=all&query=climate+change+modeling&start=0&classification-physics_archives=astro-ph&date-filter_by=date_range&date-from_date=2026-02-15&date-to_date=2026-03-15&date-date_type=submitted_date",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=all&query=climate+change+modeling&start=0&classification-physics_archives=astro-ph&date-filter_by=date_range&date-from_date=2026-02-15&date-to_date=2026-03-15&date-date_type=submitted_date')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=all&query=climate+change+modeling&start=0&classification-physics_archives=astro-ph&date-filter_by=date_range&date-from_date=2026-02-15&date-to_date=2026-03-15&date-date_type=submitted_date. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}2,511
{
"explanation": "**Navigating to a URL**\n\nI need to use the NavigateToUrlTool to reach the given URL. This seems like a straightforward task, so I'll keep it simple and use just this one tool. After successfully navigating, I’ll confirm that the action was successful. I won't need to take any additional steps beyond this navigation. It’s all about making sure I’m clear and concise while accomplishing the task!",
"performed_steps": [
{
"name": "Navigate to https://arxiv.org/search/?terms-0-operator=AND&terms-0-term=climate+change+modeling&terms-0-field=all&terms-1-operator=AND&terms-1-term=astro-ph.EP&terms-1-field=cross_list_category&date-filter_by=date_range&date-from_date=2026-02-15&date-to_date=2026-03-15&date-date_type=submitted_date&order=-announced_date_first",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?terms-0-operator=AND&terms-0-term=climate+change+modeling&terms-0-field=all&terms-1-operator=AND&terms-1-term=astro-ph.EP&terms-1-field=cross_list_category&date-filter_by=date_range&date-from_date=2026-02-15&date-to_date=2026-03-15&date-date_type=submitted_date&order=-announced_date_first')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?terms-0-operator=AND&terms-0-term=climate+change+modeling&terms-0-field=all&terms-1-operator=AND&terms-1-term=astro-ph.EP&terms-1-field=cross_list_category&date-filter_by=date_range&date-from_date=2026-02-15&date-to_date=2026-03-15&date-date_type=submitted_date&order=-announced_date_first. A page that previously showed a long results list was updated to present a guided search/help interface. The top heading and search controls have been simplified and the detailed results/pagination UI was removed in favor of instructional content. Key changes include replacing the \"Showing 1–50 of 2,511 results...\" heading with a generic \"Search\" heading, removing the pre-filled search term textbox (now an empty self-closing control), and swapping the large results list and pagination blocks for structured guidance on searching by author name, subcategory searches, and user tips. A minor formatting tweak also collapses an extra line-break placeholder into a single LineBreak element."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to the given URL, which means using the NavigateToUrlTool. After I perform this tool call, I should confirm the action for the user. They specifically asked me to navigate, so it's essential to follow through. I'll make sure to call the function properly with the URL and then provide a brief confirmation in my response. Let's get this done!",
"performed_steps": [
{
"name": "Navigate to https://export.arxiv.org/api/query?search_query=all:climate+change+modeling+AND+cat:astro-ph.EP&start=0&max_results=1&sortBy=submittedDate&sortOrder=descending",
"tools": [
"NavigateToUrlTool(url='https://export.arxiv.org/api/query?search_query=all:climate+change+modeling+AND+cat:astro-ph.EP&start=0&max_results=1&sortBy=submittedDate&sortOrder=descending')"
]
}
],
"changes": "URL changed to https://export.arxiv.org/api/query?search_query=all:climate+change+modeling+AND+cat:astro-ph.EP&start=0&max_results=1&sortBy=submittedDate&sortOrder=descending. Briefly, the interface moved from a user search page to displaying an API feed. The previous UI shown a full arXiv search portal with input fields, filters, and a user menu; the new UI presents a RootWebArea that renders an Atom/RSS style feed. Key content changes: the detailed search form and navigation chrome are removed, and the page now contains a generic block with an XML feed snippet. The feed includes metadata (id, title, updated, links, summary, categories, authors) and shows a single entry for a paper, indicating the interface now surfaces raw API results rather than a rendered search results list or help content."
}[193901, 193901]
<RootWebArea id=\"1\" focusable=\"True\" focused=\"True\">
<generic id=\"4\"><?xml version='1.0' encoding='UTF-8'?>
<feed xmlns:opensearch=\"http://a9.com/-/spec/opensearch/1.1/\" xmlns:arxiv=\"http://arxiv.org/schemas/atom\" xmlns=\"http://www.w3.org/2005/Atom\">
<id>https://arxiv.org/api/query?search_query=all:climate+OR+(all:change+OR+(all:modeling+AND+cat:astro-ph.EP))&amp;start=0&amp;max_results=1&amp;id_list=" type="application/atom+xml"/>
<opensearch:itemsPerPage>1</opensearch:itemsPerPage>
<opensearch:totalResults>193901</opensearch:totalResults>
<opensearch:startIndex>0</opensearch:startIndex>
<entry>
<id>http://arxiv.org/abs/2603.12230v1</id>
<title>Security Considerations for Artificial Intelligence Agents</title>
<updated>2026-03-12T17:49:39Z</updated>
<link href=\"https://arxiv.org/abs/2603.12230v1\" rel=\"alternate\" type=\"text/html\"/>
<link href=\"https://arxiv.org/pdf/2603.12230v1\" rel=\"related\" type=\"application/pdf\" title=\"pdf\"/>
<summary>This article, a lightly adapted version of Perplexity's response to NIST/CAISI Request for Information 2025-0035, details our observations and recommendations concerning the security of frontier AI agents. These insights are informed by Perplexity's experience operating general-purpose agentic systems used by millions of users and thousands of enterprises in both controlled and open-world environments. Agent architectures change core assumptions around code-data separation, authority boundaries, and execution predictability, creating new confidentiality, integrity, and availability failure modes. We map principal attack surfaces across tools, connectors, hosting boundaries, and multi-agent coordination, with particular emphasis on indirect prompt injection, confused-deputy behavior, and cascading failures in long-running workflows. We then assess current defenses as a layered stack: input-level and model-level mitigations, sandboxed execution, and deterministic policy enforcement for high-consequence actions. Finally, we identify standards and research gaps, including adaptive security benchmarks, policy models for delegation and privilege control, and guidance for secure multi-agent system design aligned with NIST risk management principles.</summary>
<category term=\"cs.LG\" scheme=\"http://arxiv.org/schemas/atom\"/>
<category term=\"cs.AI\" scheme=\"http://arxiv.org/schemas/atom\"/>
<category term=\"cs.CR\" scheme=\"http://arxiv.org/schemas/atom\"/>
<published>2026-03-12T17:49:39Z</published>
<arxiv:comment>Perplexity Response to NIST/CAISI Request for Information 2025-0035. 91 Fed. Reg. 698 (Jan. 8, 2026)</arxiv:comment>
<arxiv:primary_category term=\"cs.LG\"/>
<author>
<name>Ninghui Li</name>
</author>
<author>
<name>Kaiyuan Zhang</name>
</author>
<author>
<name>Kyle Polley</name>
</author>
<author>
<name>Jerry Ma</name>
</author>
</entry>
</feed>
</generic>
</RootWebArea>{
"explanation": "",
"performed_steps": [
{
"name": "Navigate to https://export.arxiv.org/api/query?search_query=all:%22climate+change+modeling%22+AND+cat:astro-ph.EP&start=0&max_results=1&sortBy=submittedDate&sortOrder=descending",
"tools": [
"NavigateToUrlTool(url='https://export.arxiv.org/api/query?search_query=all:%22climate+change+modeling%22+AND+cat:astro-ph.EP&start=0&max_results=1&sortBy=submittedDate&sortOrder=descending')"
]
}
],
"changes": "URL changed to https://export.arxiv.org/api/query?search_query=all:%22climate+change+modeling%22+AND+cat:astro-ph.EP&start=0&max_results=1&sortBy=submittedDate&sortOrder=descending. A new search query is returned and the feed content is drastically simplified. The feed now shows a different query string and updated metadata, and the detailed article entry that previously appeared is removed. Key changes include: the id, title, updated time, and link of the feed header are replaced with values for a new search (\"climate change modeling\"), totalResults drops from 193,901 to 0, and the entire article entry block (id, title, updated, links, summary, categories, authors) is removed, leaving only the opening feed container. In short, the search results have been redefined to reflect zero results for a new query, with no article entries shown."
}<?xml version='1.0' encoding='UTF-8'?> <feed xmlns:opensearch="http://a9.com/-/spec/opensearch/1.1/" xmlns:arxiv="http://arxiv.org/schemas/atom" xmlns="http://www.w3.org/2005/Atom"> <id>https://arxiv.org/api/S/kilBIH9zq6ji+2P7iLXtjRjKU</id> <title>arXiv Query: search_query=all:"climate change modeling" AND cat:astro-ph.EP&amp;id_list=&amp;start=0&amp;max_results=1</title> <updated>2026-03-15T22:43:55Z</updated> <link href="https://arxiv.org/api/query?search_query=all:%22climate+change+modeling%22+AND+cat:astro-ph.EP&amp;start=0&amp;max_results=1&amp;id_list=" type="application/atom+xml"/> <opensearch:itemsPerPage>1</opensearch:itemsPerPage> <opensearch:totalResults>0</opensearch:totalResults> <opensearch:startIndex>0</opensearch:startIndex> </feed>
{
"explanation": "**Navigating to a URL**\n\nI need to respond with steps for navigating to a URL. I should simulate visiting it without needing a separate tool call. Instead, I'll use the NavigateToUrlTool to open the URL directly. There's no need to overthink—I just need to confirm afterwards. So, I'll call the NavigateToUrlTool with the URL and then provide a response confirming that navigation was successful. Let’s make this happen!",
"performed_steps": [
{
"name": "Navigate to https://export.arxiv.org/api/query?search_query=all:climate+AND+cat:astro-ph.EP&start=0&max_results=1&sortBy=submittedDate&sortOrder=descending",
"tools": [
"NavigateToUrlTool(url='https://export.arxiv.org/api/query?search_query=all:climate+AND+cat:astro-ph.EP&start=0&max_results=1&sortBy=submittedDate&sortOrder=descending')"
]
}
],
"changes": "URL changed to https://export.arxiv.org/api/query?search_query=all:climate+AND+cat:astro-ph.EP&start=0&max_results=1&sortBy=submittedDate&sortOrder=descending. The feed view updated from an empty/zero-result feed to a populated arXiv query results view. The total results count jumped from 0 to 991 and a full result entry is now included in the feed. Content changes focus on a new search result: the feed now provides a concrete entry with an abstract, multiple metadata fields (id, title, updated, published, links to HTML and PDF, summary, categories, authors, and arXiv metadata). The top-level identifiers and title of the query were also adjusted, and the new entry represents a specific paper: \"Atmospheric Collapse and Habitability on Tidally-Locked Exoplanets\" with authors and a detailed abstract."
}{
"explanation": "**Navigating to URL**\n\nI see that I need to navigate to a specific URL. I'll use the NavigateToUrlTool for this task. It makes sense to just perform the navigation directly without any extra steps like confirmations or using multiple tools. So, I'll call the NavigateToUrlTool with the provided URL and then follow up with a brief message to confirm the action. Let’s go ahead and execute this!",
"performed_steps": [
{
"name": "Navigate to https://export.arxiv.org/api/query?search_query=all:climate+AND+all:change+AND+all:modeling+AND+cat:astro-ph.EP&start=0&max_results=1&sortBy=submittedDate&sortOrder=descending",
"tools": [
"NavigateToUrlTool(url='https://export.arxiv.org/api/query?search_query=all:climate+AND+all:change+AND+all:modeling+AND+cat:astro-ph.EP&start=0&max_results=1&sortBy=submittedDate&sortOrder=descending')"
]
}
],
"changes": "URL changed to https://export.arxiv.org/api/query?search_query=all:climate+AND+all:change+AND+all:modeling+AND+cat:astro-ph.EP&start=0&max_results=1&sortBy=submittedDate&sortOrder=descending. A user interface change pulled in a different arXiv API feed result set, replacing the previous search results with a new, smaller result set. The feed now shows 160 total results instead of 991 and presents a different first entry. Key content changes include a complete replacement of the first entry (new id, title, updated date, and links), addition of publication metadata (published date, arxiv:journal_ref, and arxiv:doi with a DOI link), and a full author list swap to a new set of names. The summary and category remain, but the new entry emphasizes a different paper, and the overall result metadata reflects the updated query."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to a given URL, and it looks like I should use the NavigateToUrlTool for this. I’ll follow the steps required, which includes confirming the action after calling the tool. I just need to provide the URL string, then respond with a confirmation and any next steps for the user. Alright, I'll focus on making this clear and straightforward!",
"performed_steps": [
{
"name": "Navigate to https://export.arxiv.org/api/query?search_query=all:climate+AND+all:change+AND+all:modeling+AND+cat:astro-ph.EP+AND+submittedDate:%5B20260215000000+TO+20260315000000%5D&start=0&max_results=1",
"tools": [
"NavigateToUrlTool(url='https://export.arxiv.org/api/query?search_query=all:climate+AND+all:change+AND+all:modeling+AND+cat:astro-ph.EP+AND+submittedDate:%5B20260215000000+TO+20260315000000%5D&start=0&max_results=1')"
]
}
],
"changes": "URL changed to https://export.arxiv.org/api/query?search_query=all:climate+AND+all:change+AND+all:modeling+AND+cat:astro-ph.EP+AND+submittedDate:%5B20260215000000+TO+20260315000000%5D&start=0&max_results=1. A user-facing change narrows the feed to a date-filtered arXiv query. The search now includes a submittedDate range, replacing the previous broader query. Key content updates include a new id and title that reflect the date-filtered query, a new updated timestamp, and a link that encodes the submittedDate window. As a result, the total number of results drops from 160 to 2, while the initial entry structure remains present (the first entry id is unchanged in structure)."
}[2, 'The Effect of Planetary Rotation Period on Clouds in a Global Climate Model with a Bin Microphysics Scheme', '2026-03-04T06:24:43Z']
{
"explanation": "**Navigating to URL**\n\nI need to navigate to the given URL using the NavigateToUrlTool. It’s a straightforward process where I just need to perform a single tool call and provide the URL. After that, I can confirm the navigation has been completed. Once I do that, I’ll be sure to ask for the next step! Let's get this navigation going and see where it takes us!",
"performed_steps": [
{
"name": "Navigate to https://export.arxiv.org/api/query?search_query=all:climate+AND+all:change+AND+all:modeling+AND+cat:astro-ph.EP+AND+submittedDate:%5B20260215000000+TO+20260315000000%5D&start=0&max_results=10",
"tools": [
"NavigateToUrlTool(url='https://export.arxiv.org/api/query?search_query=all:climate+AND+all:change+AND+all:modeling+AND+cat:astro-ph.EP+AND+submittedDate:%5B20260215000000+TO+20260315000000%5D&start=0&max_results=10')"
]
}
],
"changes": "URL changed to https://export.arxiv.org/api/query?search_query=all:climate+AND+all:change+AND+all:modeling+AND+cat:astro-ph.EP+AND+submittedDate:%5B20260215000000+TO+20260315000000%5D&start=0&max_results=10. A feed view update expanded from a single-result response to a multi-item results list. The header metadata was changed to show more results per page and a newer timestamp, with the itemsPerPage increasing from 1 to 10 and the updated time advancing. A new arXiv entry was added to the feed, including full bibliographic details: id, title, summary, publication date, categories, authors, and both HTML and PDF links. This new item sits alongside the existing entry, expanding the result set from one to two total items."
}['The Effect of Planetary Rotation Period on Clouds in a Global Climate Model with a Bin Microphysics Scheme | 2026-03-04 | astro-ph.EP', 'Modelling the long-term impacts of artificial warming on the Martian water cycle and surface ice distribution | 2026-03-02 | astro-ph.EP']
Driver python-1773614253 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1773614253 Token usage statistics: - Total: 239433 tokens (222814 input, 16619 output) - Cached: 29015 tokens (26410 input, 2605 output)



Chrome driver started successfully (driver_id: python-1772557537) Model: azure_openai/gpt-5-nano
{
"explanation": "I'm planning to navigate to a URL using the NavigateToUrlTool. I think I just need to call the tool directly and then confirm that I've done so. I don't see a need to use any parallel processes here; it should be straightforward! Once I have called the function, I’ll respond with a confirmation. I just need to provide the URL, and that should be it.",
"performed_steps": [
{
"name": "navigate to https://arxiv.org/archive/econ",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/archive/econ')"
]
}
],
"changes": "URL changed to https://arxiv.org/archive/econ. - You navigated from a generic root to a dedicated Economics hub. The UI now presents a branded Economics page with a prominent header/banner and a fully interactive search area. - Key user-visible content was added: a skip-to-content link, branding with logos, a search bar with field-and-term inputs and help/advanced-search options, and a Go/search button. The main area expands to include Economics-specific sections like an overview paragraph, a multi-level browse list (including “Browse” and “Catch-up” with multiple filters and year/month selectors), category listings, and year-based article stats. Additionally, a secondary content info/navigation region with About, Help, Contact, Subscribe, and other links was introduced to support resources and accessibility."
}['econ.EM - Econometrics', 'econ.GN - General Economics', 'econ.TH - Theoretical Economics']
Driver python-1772557537 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772557537 Token usage statistics: - Total: 5549 tokens (5142 input, 407 output) - Cached: 0 tokens (0 input, 0 output)












Chrome driver started successfully (driver_id: python-1772557582) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to the URL**\n\nI need to use the NavigateToUrlTool to go to the specified URL. There’s no need for any other tools in this case. My response will confirm that I’ve navigated to the URL. I’ll state that I’m navigating and then call the tool using functions.NavigateToUrlTool. After that, once I get the result, I’ll simply say “done.” It feels pretty straightforward, so let's get this done!",
"performed_steps": [
{
"name": "navigate to https://arxiv.org/",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/')"
]
}
],
"changes": "URL changed to https://arxiv.org/. Navigation now loads a full arXiv.org homepage structure instead of an empty root. The page introduces a header banner with skip link, branding, login, and a prominent search bar with a field selector and help/advanced search options, plus a main content region. The main content expands into comprehensive subject sections (Physics, Mathematics, Computer Science, Quantitative Biology, Quantitative Finance, Statistics, Electrical Engineering and Systems Science, Economics) each with long lists of subtopics and quick links. A new About arXiv section and a dedicated secondary contentinfo/navigation area (About, Help, Contact, Subscribe, Copyright, Privacy Policy, accessibility/status) completes the updated, richly populated UI."
}{
"explanation": "**Searching for 'Poly encoder'**\n\nI need to search for \"Poly encoder\" by title using the advanced search. First, I’ll click on the \"Advanced Search\" link and set the field to Title. Then, I’ll enter \"Poly encoder\" into the search term textbox and click Search. After opening the advanced search, I might have to select the Title option from a dropdown menu. Finally, I’ll type into the search textbox and execute the search. Let’s make sure I get this right! **Navigating advanced search**\n\nI see that for the main search, the advanced search might have separate fields, and I want to use it effectively. First, I’ll click on \"Advanced Search,\" which should open a new page. I suspect there’s a title field we need to fill out, but I don't have IDs for that. If ID 32 is the main input, I’ll use it after setting the field to Title with the option from the dropdown. It seems essential to follow the advanced search instructions first. Let’s proceed with that plan! **Executing advanced search steps**\n\nI think I need to ensure I'm using the advanced search correctly based on the user's request. First, I’ll click on the \"Advanced Search\" link, which is ID 39. After that, I need to make sure the field is set to Title by selecting option 46 from the dropdown (ID 43). Then I’ll type \"Poly encoder\" into the textbox (ID 32) and finally click the Search button (ID 60). Since I can’t perform steps in parallel, I’ll sequentially execute each action. Let's go through this smoothly!",
"performed_steps": [
{
"name": "search for 'Poly encoder' by title using the advanced search",
"tools": [
"ClickTool(id='39')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced. The interface moved from a basic arXiv e-Print archive view to a dedicated Advanced Search page. The top area was reorganized into a banner with a skip-to-content link, a logo/link, login, and a full featured search bar with an explicit “Search” button, plus a User menu. In the main content, the old, compact search area was expanded into a full Advanced Search form with labeled groups (Search term, Field to search, Subject classifications, Date options, results-per-page, and additional filters). The page now includes helper text and tips, a richer set of options (including subtopic selections and multiple date controls), and an expanded results/settings area, while the footer/navigation content was simplified to a small contact block (email/slack) replacing many prior sections."
}{
"explanation": "**Planning tool calls**\n\nI’m mapping out the steps I need to take here. First, I’ll click on combobox id 42 to open it, then select option 45. There’s no direct click method for the option, but I can use ClickTool to interact with the IDs. After that, I'll type \"Poly encoder\" into element id 31. Finally, I’ll click id 61. I see that we’re performing a series of sequential tool calls rather than using parallel options. Let’s go ahead with that!",
"performed_steps": [
{
"name": "set the search field to \"Title\" and type \"Poly encoder\" in the search term input, then click Search",
"tools": [
"ClickTool(id='42')"
]
}
],
"changes": "URL did not change. A lot of interactive controls were re-labeled and small accessibility helpers were added to improve focus and reading order. The UI keeps its sections, but some inline break/text handling was moved into InlineTextBox elements instead of plain LineBreak, and several controls now have explicit focus and labeling improvements. Key changes include: the long acknowledgment line now includes an InlineTextBox inside the LineBreak, and the “When limiting by date range” descriptive text also uses a LineBreak with an InlineTextBox for the line break. The search area’s comboboxes gained focused state and explicit labeling, with MenuListPopup now carrying an activedescendant attribute. Radio groups across the filters are wrapped in LabelText elements to clearly associate labels with each option, and the bottom of a notification paragraph also switches to a LineBreak + InlineTextBox pair for line separation."
}{
"explanation": "**Selecting the title option**\n\nI need to select \"Title\" from the field dropdown, and first, I'll identify the combobox that contains the options. In the ARIA tree, there are two instances: one at id 52 named \"Field to search\" and another at id 131 with \"Title.\" Based on the goal, it seems the instance in the main search form is most relevant. So I’ll open the dropdown for combobox id 52 and select \"Title\" from the options. **Executing selection steps**\n\nIn this interface, the plan is to first click the combobox and then click on option 55. So, I need to execute two tool calls: one for clicking on combobox id 52 and another for option id 55. Although I could consider using multi_tool_use.parallel, it seems more straightforward to do these in sequence. I’ll use functions.ClickTool with id 52 followed by id 55. Let's go ahead and proceed with that workflow!",
"performed_steps": [
{
"name": "select \"Title\" from the field dropdown",
"tools": [
"ClickTool(id='52')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}Accessibility Tree:
<RootWebArea name="Advanced Search | arXiv e-print repository" id="1" focusable="True" focused="True">
<banner id="4">
<link id="5" focusable="True">Skip to main content</link>
<banner id="8">
<link name="" id="10" focusable="True">
<image name="logo" id="11" />
</link>
<generic id="14">We gratefully acknowledge support fromthe Simons Foundation, , and all contributors.<LineBreak name="" id="17">
<InlineTextBox name=" " id="18" />
</LineBreak>
<link id="21" focusable="True">member institutions</link>
<link id="26" focusable="True">Donate</link>
</generic>
</banner>
<link name="arxiv-" id="32" focusable="True">
<image name="logo" id="33" />
</link>
<generic id="35">
<generic id="37">
<textbox name="Search term or terms" id="38" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="False" />
<paragraph id="41">|<link id="42" focusable="True">Help</link>
<link id="47" focusable="True">Advanced Search</link>
</paragraph>
</generic>
<generic id="50">
<generic id="51">
<combobox name="Field to search" id="52" invalid="false" focusable="True" focused="True" hasPopup="menu">
<MenuListPopup id="53" activedescendant="">
<option name="All fields" id="54" focusable="True" selected="True" />
<option name="Title" id="55" focusable="True" selected="False" />
<option name="Author" id="56" focusable="True" selected="False" />
<option name="Abstract" id="57" focusable="True" selected="False" />
<option name="Comments" id="58" focusable="True" selected="False" />
<option name="Journal reference" id="59" focusable="True" selected="False" />
<option name="ACM classification" id="60" focusable="True" selected="False" />
<option name="MSC classification" id="61" focusable="True" selected="False" />
<option name="Report number" id="62" focusable="True" selected="False" />
<option name="arXiv identifier" id="63" focusable="True" selected="False" />
<option name="DOI" id="64" focusable="True" selected="False" />
<option name="ORCID" id="65" focusable="True" selected="False" />
<option name="arXiv author ID" id="66" focusable="True" selected="False" />
<option name="Help pages" id="67" focusable="True" selected="False" />
<option name="Full text" id="68" focusable="True" selected="False" />
</MenuListPopup>
</combobox>
<generic id="69"> </generic>
</generic>
</generic>
<button id="71" invalid="false" focusable="True">Search</button>
</generic>
<generic id="74">
<navigation name="User menu" id="75">
<link id="76" focusable="True">Login</link>
</navigation>
</generic>
</banner>
<main id="79">
<heading id="82" level="1">Advanced Search</heading>
<link id="87" focusable="True">Search v0.5.6 released 2020-02-24</link>
<generic id="94">
<link id="95" focusable="True">Simple Search</link>
</generic>
<generic id="101">
<generic id="102">
<group name="" id="103" invalid="false" labelledby="">
<Legend id="104">Search term(s)</Legend>
<generic id="116">
<LabelText id="117">Search term</LabelText>
<textbox name="Search term" id="121" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="False" labelledby="" />
</generic>
<generic id="124">
<LabelText id="125">Field to search</LabelText>
<generic id="130">
<combobox name="Field to search" id="131" invalid="false" focusable="True" hasPopup="menu" labelledby="">
<MenuListPopup id="132">
<option name="Title" id="133" focusable="True" selected="True" />
<option name="Author(s)" id="134" focusable="True" selected="False" />
<option name="Abstract" id="135" focusable="True" selected="False" />
<option name="Comments" id="136" focusable="True" selected="False" />
<option name="Journal reference" id="137" focusable="True" selected="False" />
<option name="ACM classification" id="138" focusable="True" selected="False" />
<option name="MSC classification" id="139" focusable="True" selected="False" />
<option name="Report number" id="140" focusable="True" selected="False" />
<option name="arXiv identifier" id="141" focusable="True" selected="False" />
<option name="Cross-list category" id="142" focusable="True" selected="False" />
<option name="DOI" id="143" focusable="True" selected="False" />
<option name="ORCID" id="144" focusable="True" selected="False" />
<option name="arXiv author ID" id="145" focusable="True" selected="False" />
<option name="All fields" id="146" focusable="True" selected="False" />
</MenuListPopup>
</combobox>
<generic id="147"> </generic>
</generic>
</generic>
<generic id="151">
<button name="Add another term +" id="152" invalid="false" focusable="True">Add another term+</button>
<button id="158" invalid="false" focusable="True">Search</button>
</generic>
</group>
</generic>
<generic id="161">
<group name="" id="162" invalid="false" labelledby="">
<Legend id="163">Subject</Legend>
<generic id="166">All classifications will be included by default.</generic>
<generic id="172">
<generic id="173">
<checkbox name="Computer Science (cs)" id="174" invalid="false" focusable="True" checked="false" labelledby="" />
</generic>
</generic>
<generic id="178">
<generic id="179">
<checkbox name="Economics (econ)" id="180" invalid="false" focusable="True" checked="false" labelledby="" />
</generic>
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<generic id="184">
<generic id="185">
<checkbox name="Electrical Engineering and Systems Science (eess)" id="186" invalid="false" focusable="True" checked="false" labelledby="" />
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<generic id="190">
<generic id="191">
<checkbox name="Mathematics (math)" id="192" invalid="false" focusable="True" checked="false" labelledby="" />
</generic>
</generic>
<generic id="197">
<generic id="198">
<checkbox name="Physics" id="199" invalid="false" focusable="True" checked="false" labelledby="" />
</generic>
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<generic id="202">
<generic id="203">
<LabelText id="204">Subtopic within physics</LabelText>
<combobox name="Subtopic within" id="209" invalid="false" focusable="True" hasPopup="menu" labelledby="">
<MenuListPopup id="210">
<option name="all" id="211" focusable="True" selected="True" />
<option name="astro-ph" id="212" focusable="True" selected="False" />
<option name="cond-mat" id="213" focusable="True" selected="False" />
<option name="gr-qc" id="214" focusable="True" selected="False" />
<option name="hep-ex" id="215" focusable="True" selected="False" />
<option name="hep-lat" id="216" focusable="True" selected="False" />
<option name="hep-ph" id="217" focusable="True" selected="False" />
<option name="hep-th" id="218" focusable="True" selected="False" />
<option name="math-ph" id="219" focusable="True" selected="False" />
<option name="nlin" id="220" focusable="True" selected="False" />
<option name="nucl-ex" id="221" focusable="True" selected="False" />
<option name="nucl-th" id="222" focusable="True" selected="False" />
<option name="physics" id="223" focusable="True" selected="False" />
<option name="quant-ph" id="224" focusable="True" selected="False" />
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<generic id="225"> </generic>
</generic>
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<generic id="229">
<checkbox name="Quantitative Biology (q-bio)" id="230" invalid="false" focusable="True" checked="false" labelledby="" />
</generic>
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<generic id="235">
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<generic id="241">
<checkbox name="Statistics (stat)" id="242" invalid="false" focusable="True" checked="false" labelledby="" />
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<generic id="246">
<LabelText id="247">
<radio name=" Include cross-listed papers" id="248" invalid="false" focusable="True" checked="true" labelledby="" />
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<LabelText id="251">
<radio name=" Exclude cross-listed papers" id="252" invalid="false" focusable="True" checked="false" labelledby="" />
</LabelText>
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</group>
<group name="" id="255" invalid="false" labelledby="">
<Legend id="256">Date</Legend>
<generic id="260">
<generic id="261">
<radio name="All dates" id="262" invalid="false" focusable="True" checked="true" labelledby="" />
</generic>
</generic>
<generic id="266">
<generic id="267">
<radio name="Past 12 months" id="268" invalid="false" focusable="True" checked="false" labelledby="" />
</generic>
</generic>
<generic id="272">
<generic id="273">
<radio name="Specific year" id="274" invalid="false" focusable="True" checked="false" labelledby="" />
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</generic>
<generic id="277">
<LabelText id="278">Enter four digit year</LabelText>
<textbox name="Enter four digit year" id="284" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="False" labelledby="" />
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<generic id="288">
<generic id="289">
<radio name="Date range" id="290" invalid="false" focusable="True" checked="false" labelledby="" />
</generic>
</generic>
<generic id="294">
<generic id="295">
<LabelText id="296">From</LabelText>
</generic>
<generic id="299">
<textbox name="From" id="300" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="False" labelledby="" />
</generic>
</generic>
<generic id="303">
<generic id="304">
<LabelText id="305">to</LabelText>
</generic>
<generic id="308">
<textbox name="to" id="309" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="False" labelledby="" />
</generic>
</generic>
<generic id="312">When limiting by date range, the lower bound of the "from" date and the upper bound of the "to" date are used.For example, searching with and will search for papers submitted from to .<LineBreak name="" id="316">
<InlineTextBox name=" " id="317" />
</LineBreak>
<code id="320">From: 2012-02</code>
<code id="325">To: 2013</code>
<code id="331">2012-02-01</code>
<code id="336">2013-12-31</code>
</generic>
<separator id="341" settable="True" orientation="horizontal" />
<generic id="343">
<LabelText id="344">
<radio name=" Submission date (most recent)" id="345" invalid="false" focusable="True" checked="true" labelledby="" />
</LabelText>
<LabelText id="348">
<radio name=" Submission date (original)" id="349" invalid="false" focusable="True" checked="false" labelledby="" />
</LabelText>
<LabelText id="352">
<radio name=" Announcement date" id="353" invalid="false" focusable="True" checked="false" labelledby="" />
</LabelText>
<paragraph id="356">You may filter on either submission date or announcement date. Note that announcement date supports only year and month granularity.</paragraph>
</generic>
</group>
</generic>
<generic id="361">
<generic id="363">
<LabelText id="364">
<radio name=" Show abstracts" id="365" invalid="false" focusable="True" checked="true" labelledby="" />
</LabelText>
<LabelText id="368">
<radio name=" Hide abstracts" id="369" invalid="false" focusable="True" checked="false" labelledby="" />
</LabelText>
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<generic id="376">
<combobox name="results per page" id="378" invalid="false" focusable="True" hasPopup="menu" labelledby="">
<MenuListPopup id="379">
<option name="25" id="380" focusable="True" selected="False" />
<option name="50" id="381" focusable="True" selected="True" />
<option name="100" id="382" focusable="True" selected="False" />
<option name="200" id="383" focusable="True" selected="False" />
</MenuListPopup>
</combobox>
<generic id="384"> </generic>
</generic>
<generic id="386">
<LabelText id="387">results per page</LabelText>
</generic>
<generic id="392">
<generic id="393">
<checkbox name="Include older versions of papers" id="394" invalid="false" focusable="True" checked="false" labelledby="" />
</generic>
</generic>
<button id="397" invalid="false" focusable="True">Search</button>
</generic>
</generic>
<article id="401">
<generic id="402">
<heading id="403" level="4">Searching by Author Name</heading>
</generic>
<list id="407">
<listitem id="408" level="1">Using the produces best results for author name searches.<ListMarker name="• " id="409" />
<strong id="413">Author(s) field</strong>
</listitem>
<listitem id="419" level="1">For the most precise name search, follow or pattern: example Hawking, S or Hawking, Stephen<ListMarker name="• " id="420" />
<strong id="424">surname(s), forename(s)</strong>
<strong id="430">surname(s), initial(s)</strong>
</listitem>
<listitem id="436" level="1">For best results on multiple author names, (semicolon). Example: Jin, D S; Ye, J<ListMarker name="• " id="437" />
<strong id="441">separate individuals with a ;</strong>
</listitem>
<listitem id="447" level="1">Author names enclosed in quotes will return only . For example, "Stephen Hawking" will not return matches for Stephen W. Hawking.<ListMarker name="• " id="448" />
<strong id="452">exact matches</strong>
</listitem>
<listitem id="459" level="1">Diacritic character variants are automatically searched in the Author(s) field.<ListMarker name="• " id="460" />
</listitem>
<listitem id="465" level="1">Queries with no punctuation will treat each term independently.<ListMarker name="• " id="466" />
</listitem>
</list>
</article>
<article id="471">
<generic id="472">
<heading id="473" level="4">Searching by subcategory</heading>
</generic>
<list id="477">
<listitem id="478" level="1">To search within a subcategory select .<ListMarker name="• " id="479" />
<strong id="483">All fields</strong>
</listitem>
<listitem id="488" level="1">A subcategory search can be combined with an author or keyword search by clicking on in advanced search.<ListMarker name="• " id="489" />
<strong id="494">add another term</strong>
</listitem>
</list>
</article>
<heading id="500" level="2">Tips</heading>
<paragraph id="503">Wildcards:</paragraph>
<list id="506">
<listitem id="507" level="1">Use ? to replace a single character or * to replace any number of characters.<ListMarker name="• " id="508" />
</listitem>
<listitem id="513" level="1">Can be used in any field, but not in the first character position. See Journal References tips for exceptions.<ListMarker name="• " id="514" />
</listitem>
</list>
<paragraph id="519">Expressions:</paragraph>
<list id="522">
<listitem id="523" level="1">TeX expressions can be searched, enclosed in single $ characters.<ListMarker name="• " id="524" />
</listitem>
</list>
<paragraph id="529">Phrases:</paragraph>
<list id="532">
<listitem id="533" level="1">Enclose phrases in double quotes for exact matches in title, abstract, and comments.<ListMarker name="• " id="534" />
</listitem>
</list>
<paragraph id="539">Dates:</paragraph>
<list id="542">
<listitem id="543" level="1">Sorting by announcement date will use the year and month the (v1) of the paper was announced.<ListMarker name="• " id="544" />
<emphasis id="548">original version</emphasis>
</listitem>
<listitem id="553" level="1">Sorting by submission date will use the year, month and day the of the paper was submitted.<ListMarker name="• " id="554" />
<emphasis id="558">latest version</emphasis>
</listitem>
</list>
<paragraph id="563">Journal References:</paragraph>
<list id="566">
<listitem id="567" level="1">If a journal reference search contains a wildcard, matches will be made using wildcard matching as expected. For example, will match , , .<ListMarker name="• " id="568" />
<strong id="573">math*</strong>
<emphasis id="578">math</emphasis>
<emphasis id="583">maths</emphasis>
<emphasis id="588">mathematics</emphasis>
</listitem>
<listitem id="593" level="1">If a journal reference search does contain a wildcard, only exact phrases entered will be matched. For example, would match or but or .<ListMarker name="• " id="594" />
<strong id="598">not</strong>
<strong id="604">math</strong>
<emphasis id="609">math</emphasis>
<emphasis id="614">math and science</emphasis>
<emphasis id="619">maths</emphasis>
<emphasis id="624">mathematics</emphasis>
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<listitem id="629" level="1">All journal reference searches that do not contain a wildcard are literal searches: a search for will match all papers with journal references containing , but a search for will only return the paper with journal reference .<ListMarker name="• " id="630" />
<strong id="635">Physica A</strong>
<emphasis id="641">Physica A</emphasis>
<strong id="646">Physica A, 245 (1997) 181</strong>
<emphasis id="652">Physica A, 245 (1997) 181</emphasis>
</listitem>
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</main>
<contentinfo id="657">
<navigation name="Secondary" id="658">
<list id="662">
<listitem id="663" level="1">
<link id="664" focusable="True">About</link>
</listitem>
<listitem id="667" level="1">
<link id="668" focusable="True">Help</link>
</listitem>
</list>
<list id="672">
<listitem id="673" level="1">
<link id="674" focusable="True">Contact</link>
</listitem>
<listitem id="677" level="1">
<link id="678" focusable="True">Subscribe</link>
</listitem>
</list>
<list id="684">
<listitem id="685" level="1">
<link id="686" focusable="True">Copyright</link>
</listitem>
<listitem id="689" level="1">
<link id="690" focusable="True">Privacy Policy</link>
</listitem>
</list>
<list id="694">
<listitem id="695" level="1">
<link id="696" focusable="True">Web Accessibility Assistance</link>
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<listitem id="699" level="1">
<paragraph id="700">Get status notifications via or<link id="701" focusable="True">arXiv Operational Status </link>
<LineBreak name="" id="704">
<InlineTextBox name=" " id="705" />
</LineBreak>
<link id="708" focusable="True">email</link>
<link id="713" focusable="True">slack</link>
</paragraph>
</listitem>
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</RootWebArea>{
"explanation": "**Typing search term**\n\nI need to type \"Poly encoder\" into the Search term textbox. First, I must identify the element ID for that textbox. In the ARIA tree, I notice there are multiple textboxes, but the one I need is located in the Advanced Search, with an ID of \"121\" and labeled as \"Search term.\" So, I’ll use the TypeTool with ID 121 and enter \"Poly encoder.\" It looks straightforward, so let's proceed without any parallel calls!",
"performed_steps": [
{
"name": "type \"Poly encoder\" in the Search term textbox",
"tools": [
"TypeTool(id='121', text='Poly encoder')"
]
}
],
"changes": "URL did not change. A focus and content update occurred in the search UI. The field to search combobox no longer exposes an active descendant and the popup, while the search term textbox now gains focus and shows a preset value. Specifically, the MenuListPopup lost its activedescendant attribute, and the combobox’s internal popup is now defined without that extra state. The “Search term” textbox is now focused and contains a new child label value of “Poly encoder,” effectively pre-filling the field with that text."
}{
"explanation": "**Executing Search Action**\n\nI need to click the Search button in the main advanced search form. In the ARIA tree, there are two Search buttons: the first one has id 71, and the second has id 399. It makes sense that the main advanced search form is the first one, so I’ll click the Search button with id 71. I’ll locate the element and use the ClickTool with id 71 for the action. No need for parallel calls, just one straightforward tool call!",
"performed_steps": [
{
"name": "click the Search button in the main advanced search form",
"tools": [
"ClickTool(id='71')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?query=&searchtype=all&source=header. Navigation updated from an Advanced Search page to a simpler Search page. The large multi-section Advanced Search form was replaced with a streamlined interface that now presents a single “Search term or terms” textbox and a broader Field to search combobox with All fields selected by default. Other visible tweaks include minor banner line-break formatting, the addition of a brief Show/Hide abstracts option, and a new Advanced Search link in the content area. In the status area of notifications, an extra empty line was removed by changing a LineBreak to a self-contained break."
}{
"explanation": "**Navigating back**\n\nI need to think about how to navigate back to the previous page. I should perform a back navigation action without needing to interact with the user interface directly. Instead, I’ll use the NavigateBackTool to simulate going back. There’s no need to provide any parameters for this, so I'll simply call functions.NavigateBackTool. Alright, let's proceed with that!",
"performed_steps": [
{
"name": "navigate back to the previous page",
"tools": [
"NavigateBackTool()"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced. The interface shifted from a simple Search page to a full Advanced Search page. The top area now emphasizes an advanced search form with a dedicated Simple Search link and a much larger set of criteria. Key changes include replacing the single search term input and field selector with a multi-section form: a term input with a term example, a field-to-search dropdown with many options, an ability to add more terms, and a prominent Search button. The page now exposes extensive filters—subject checkboxes with subtopics, date filters (including year input and ranges with explanatory text), options to show abstracts, a per-page results selector, and an option to include older versions—all organized under labeled groups for improved search customization. The main heading also updates from \"Search\" to \"Advanced Search.\""
}Error: Message: invalid element state (Session info: chrome=145.0.7632.117) Stacktrace: 0 chromedriver 0x0000000100fed6b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x0000000100fe5a50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x0000000100ac2370 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 74924 3 chromedriver 0x0000000100b03528 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 341604 4 chromedriver 0x0000000100b0125c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 332696 5 chromedriver 0x0000000100b4a620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 6 chromedriver 0x0000000100affb9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 7 chromedriver 0x0000000100fac680 cxxbridge1$str$ptr + 2861308 8 chromedriver 0x0000000100fafdd4 cxxbridge1$str$ptr + 2875472 9 chromedriver 0x0000000100f91a7c cxxbridge1$str$ptr + 2751736 10 chromedriver 0x0000000100fb0658 cxxbridge1$str$ptr + 2877652 11 chromedriver 0x0000000100f81ffc cxxbridge1$str$ptr + 2687608 12 chromedriver 0x0000000100fd4d78 cxxbridge1$str$ptr + 3026932 13 chromedriver 0x0000000100fd4ef4 cxxbridge1$str$ptr + 3027312 14 chromedriver 0x0000000100fe56a8 cxxbridge1$str$ptr + 3094820 15 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 16 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "**Preparing to execute a search**\n\nI need to click on the \"Search term\" input field in the advanced search form. There's a textbox with the ID 102 that I can use. It’s part of the main content, so I’ll apply the click tool to that element. It’s important to think through the tool call before I execute it. I’ll use functions.ClickTool with the ID 102 and provide the necessary channel for the operation.",
"performed_steps": [
{
"name": "click on the Search term input field in the advanced search form",
"tools": [
"ClickTool(id='102')"
]
}
],
"changes": "URL did not change. A page-wide edit adds more explicit accessibility labeling and focus handling for form controls, and slightly restructures some option groups. The “Search term” field now gains focus state (focused=\"True\"), and a surrounding generic block is added, while the subsequent Field to search control is now wrapped in a generic that contains a full MenuListPopup inside a combobox. Key content changes group related controls with new label containers: radio options are now wrapped in LabelText elements to pair each option with its label, and the Show/Hide abstracts switches are similarly labeled. There are also changes to date/limit help text where a LineBreak is now followed by an InlineTextBox for the newline, and the multi-line explanatory text blocks are reflowed accordingly. Lastly, a status line block replacing a standalone LineBreak with a LineBreak that includes an InlineTextBox improves newline rendering in the final paragraph."
}{
"explanation": "",
"performed_steps": [
{
"name": "type \"Poly encoder\" in the focused search term input",
"tools": [
"TypeTool(id='121', text='Poly encoder')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "",
"performed_steps": [
{
"name": "click the Search button that is inside the search term group (not the header search button)",
"tools": [
"ClickTool(id='160')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced?advanced=1&terms-0-operator=AND&terms-0-term=Poly+encoder&terms-0-field=title&classification-physics_archives=all&classification-include_cross_list=include&date-filter_by=all_dates&date-year=&date-from_date=&date-to_date=&date-date_type=submitted_date&abstracts=show&size=50&order=-announced_date_first. The UI shifted from an “Advanced Search” view to a results-centric results list. The main heading now shows a summary of results (“Showing 1–3 of 3 results”) and the page introduces a query display with quick actions (Refine query, New search) plus a Simple Search option. Content-wise, the interface gains per-page and sort controls, plus a Go button, and expands into a three-item results list with titles, authors, abstracts, and quick links (arXiv, pdf, ps, etc.). Several dense, explanatory search filters and date/field controls were removed, replacing them with the compact results panel. Additionally, a layout simplification occurs in the status line: a LineBreak is now rendered directly without a preceding empty InlineTextBox."
}['PolyBERT: Fine-Tuned Poly Encoder BERT-Based Model for Word Sense Disambiguation — pdf', 'ps', 'other\nPersona-Coded Poly-Encoder: Persona-Guided Multi-Stream Conversational Sentence Scoring — pdf', 'other\nPoly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring — pdf', 'other']
Check failed! From the accessibility tree, each result item shows links for pdf, ps, and other, and an arXiv identifier; there is no link labeled or corresponding to an HTML access version among the results.
Driver python-1772557582 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772557582 Token usage statistics: - Total: 85233 tokens (80739 input, 4494 output) - Cached: 11838 tokens (10698 input, 1140 output)




















Chrome driver started successfully (driver_id: python-1772557832) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to a URL**\n\nI need to navigate to the specified URL using the NavigateToUrlTool. First, I’ll perform the tool call, and then I’ll confirm that we've reached the correct URL. It's important to make sure I explain clearly when the action is complete. Keeping it simple with a single tool call should work best for this task. Let’s ensure everything flows smoothly!",
"performed_steps": [
{
"name": "navigate to https://arxiv.org/search/?searchtype=ti&query=Neural+Network+Optimization&start=0",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=ti&query=Neural+Network+Optimization&start=0')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=ti&query=Neural+Network+Optimization&start=0. The page now presents a complete search interface for the arXiv e-print repository, replacing the previous minimal root area. A header/banner area was added with a skip-to-content link, logos, support/donation text, and a user login area, followed by a prominent Search region. Inside the main content, the content expands to include a labeled search term input, a field selector with many options, a Search button, and options for showing abstracts. There is also an Advanced Search link and a structured, informational section with two example articles (Searching by Author Name and Searching by subcategory) plus extensive Tips, Dates, and Journal References guidance. A footer-style contentinfo/navigation block was introduced for About, Help, Contact, and accessibility notices."
}{
"explanation": "**Navigating to URL**\n\nI need to navigate to the given URL using the NavigateToUrlTool. I’ll go ahead and use that specific tool to get the result. There's no need to simulate UI interactions for this task. I believe a single tool call should suffice, so I’ll stick with that. I'll make the call through commentary and follow up with a final message. Okay, let’s move forward!",
"performed_steps": [
{
"name": "navigate to https://arxiv.org/search/?searchtype=ti&query=Neural+Network+Optimization&start=0&start=0&order=-announced_date_first&date-filter_by=date_range&date-from_date=2023-01-01&date-to_date=2023-12-31",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=ti&query=Neural+Network+Optimization&start=0&start=0&order=-announced_date_first&date-filter_by=date_range&date-from_date=2023-01-01&date-to_date=2023-12-31')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=ti&query=Neural+Network+Optimization&start=0&start=0&order=-announced_date_first&date-filter_by=date_range&date-from_date=2023-01-01&date-to_date=2023-12-31. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}NOOP
Accessibility Tree:
<RootWebArea name="Search | arXiv e-print repository" id="1" focusable="True" focused="True">
<banner id="4">
<link id="5" focusable="True">Skip to main content</link>
<banner id="8">
<link name="" id="10" focusable="True">
<image name="logo" id="11" />
</link>
<generic id="14">We gratefully acknowledge support fromthe Simons Foundation, , and all contributors.<LineBreak name="" id="17">
<InlineTextBox name=" " id="18" />
</LineBreak>
<link id="21" focusable="True">member institutions</link>
<link id="26" focusable="True">Donate</link>
</generic>
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<link name="arxiv-" id="32" focusable="True">
<image name="logo" id="33" />
</link>
<generic id="35">
<generic id="37">
<textbox name="Search term or terms" id="38" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="False" />
<paragraph id="41">|<link id="42" focusable="True">Help</link>
<link id="47" focusable="True">Advanced Search</link>
</paragraph>
</generic>
<generic id="50">
<generic id="51">
<combobox name="Field to search" id="52" invalid="false" focusable="True" hasPopup="menu">
<MenuListPopup id="53">
<option name="All fields" id="54" focusable="True" selected="True" />
<option name="Title" id="55" focusable="True" selected="False" />
<option name="Author" id="56" focusable="True" selected="False" />
<option name="Abstract" id="57" focusable="True" selected="False" />
<option name="Comments" id="58" focusable="True" selected="False" />
<option name="Journal reference" id="59" focusable="True" selected="False" />
<option name="ACM classification" id="60" focusable="True" selected="False" />
<option name="MSC classification" id="61" focusable="True" selected="False" />
<option name="Report number" id="62" focusable="True" selected="False" />
<option name="arXiv identifier" id="63" focusable="True" selected="False" />
<option name="DOI" id="64" focusable="True" selected="False" />
<option name="ORCID" id="65" focusable="True" selected="False" />
<option name="arXiv author ID" id="66" focusable="True" selected="False" />
<option name="Help pages" id="67" focusable="True" selected="False" />
<option name="Full text" id="68" focusable="True" selected="False" />
</MenuListPopup>
</combobox>
<generic id="69"> </generic>
</generic>
</generic>
<button id="71" invalid="false" focusable="True">Search</button>
</generic>
<generic id="74">
<navigation name="User menu" id="75">
<link id="76" focusable="True">Login</link>
</navigation>
</generic>
</banner>
<main id="79">
<heading id="82" level="1">Search</heading>
<link id="87" focusable="True">Search v0.5.6 released 2020-02-24</link>
<generic id="93">
<generic id="95">
<LabelText id="96">Search term or terms</LabelText>
<textbox name="Search term or terms" id="102" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="False" labelledby="">
<generic id="104" editable="plaintext">Neural Network Optimization</generic>
</textbox>
</generic>
<generic id="107">
<combobox id="110" invalid="false" focusable="True" hasPopup="menu" labelledby="">
<MenuListPopup id="111">
<option name="All fields" id="112" focusable="True" selected="True" />
<option name="Title" id="113" focusable="True" selected="False" />
<option name="Author(s)" id="114" focusable="True" selected="False" />
<option name="Abstract" id="115" focusable="True" selected="False" />
<option name="Comments" id="116" focusable="True" selected="False" />
<option name="Journal reference" id="117" focusable="True" selected="False" />
<option name="ACM classification" id="118" focusable="True" selected="False" />
<option name="MSC classification" id="119" focusable="True" selected="False" />
<option name="Report number" id="120" focusable="True" selected="False" />
<option name="arXiv identifier" id="121" focusable="True" selected="False" />
<option name="DOI" id="122" focusable="True" selected="False" />
<option name="ORCID" id="123" focusable="True" selected="False" />
<option name="License (URI)" id="124" focusable="True" selected="False" />
<option name="arXiv author ID" id="125" focusable="True" selected="False" />
<option name="Help pages" id="126" focusable="True" selected="False" />
<option name="Full text" id="127" focusable="True" selected="False" />
</MenuListPopup>
</combobox>
</generic>
<generic id="128">
<button id="129" invalid="false" focusable="True">Search</button>
</generic>
<generic id="133">
<radio name=" Show abstracts" id="135" invalid="false" focusable="True" checked="true" labelledby="" />
<radio name=" Hide abstracts" id="138" invalid="false" focusable="True" checked="false" labelledby="" />
</generic>
<generic id="141">
<link id="142" focusable="True">Advanced Search</link>
</generic>
</generic>
<article id="145">
<generic id="146">
<heading id="147" level="4">Searching by Author Name</heading>
</generic>
<list id="151">
<listitem id="152" level="1">Using the produces best results for author name searches.<ListMarker name="• " id="153" />
<strong id="157">Author(s) field</strong>
</listitem>
<listitem id="162" level="1">For the most precise name search, follow or pattern: example Hawking, S or Hawking, Stephen<ListMarker name="• " id="163" />
<strong id="167">surname(s), forename(s)</strong>
<strong id="172">surname(s), initial(s)</strong>
</listitem>
<listitem id="178" level="1">For best results on multiple author names, (semicolon). Example: Jin, D S; Ye, J<ListMarker name="• " id="179" />
<strong id="183">separate individuals with a ;</strong>
</listitem>
<listitem id="188" level="1">Author names enclosed in quotes will return only . For example, "Stephen Hawking" will not return matches for Stephen W. Hawking.<ListMarker name="• " id="189" />
<strong id="193">exact matches</strong>
</listitem>
<listitem id="199" level="1">Diacritic character variants are automatically searched in the Author(s) field.<ListMarker name="• " id="200" />
</listitem>
<listitem id="204" level="1">Queries with no punctuation will treat each term independently.<ListMarker name="• " id="205" />
</listitem>
</list>
</article>
<article id="209">
<generic id="210">
<heading id="211" level="4">Searching by subcategory</heading>
</generic>
<list id="215">
<listitem id="216" level="1">To search within a subcategory select .<ListMarker name="• " id="217" />
<strong id="221">All fields</strong>
</listitem>
<listitem id="226" level="1">A subcategory search can be combined with an author or keyword search by clicking on in advanced search.<ListMarker name="• " id="227" />
<strong id="231">add another term</strong>
</listitem>
</list>
</article>
<heading id="236" level="2">Tips</heading>
<paragraph id="239">Wildcards:</paragraph>
<list id="242">
<listitem id="243" level="1">Use ? to replace a single character or * to replace any number of characters.<ListMarker name="• " id="244" />
</listitem>
<listitem id="248" level="1">Can be used in any field, but not in the first character position. See Journal References tips for exceptions.<ListMarker name="• " id="249" />
</listitem>
</list>
<paragraph id="253">Expressions:</paragraph>
<list id="256">
<listitem id="257" level="1">TeX expressions can be searched, enclosed in single $ characters.<ListMarker name="• " id="258" />
</listitem>
</list>
<paragraph id="262">Phrases:</paragraph>
<list id="265">
<listitem id="266" level="1">Enclose phrases in double quotes for exact matches in title, abstract, and comments.<ListMarker name="• " id="267" />
</listitem>
</list>
<paragraph id="271">Dates:</paragraph>
<list id="274">
<listitem id="275" level="1">Sorting by announcement date will use the year and month the (v1) of the paper was announced.<ListMarker name="• " id="276" />
<emphasis id="280">original version</emphasis>
</listitem>
<listitem id="285" level="1">Sorting by submission date will use the year, month and day the of the paper was submitted.<ListMarker name="• " id="286" />
<emphasis id="290">latest version</emphasis>
</listitem>
</list>
<paragraph id="295">Journal References:</paragraph>
<list id="298">
<listitem id="299" level="1">If a journal reference search contains a wildcard, matches will be made using wildcard matching as expected. For example, will match , , .<ListMarker name="• " id="300" />
<strong id="304">math*</strong>
<emphasis id="310">math</emphasis>
<emphasis id="315">maths</emphasis>
<emphasis id="320">mathematics</emphasis>
</listitem>
<listitem id="325" level="1">If a journal reference search does contain a wildcard, only exact phrases entered will be matched. For example, would match or but or .<ListMarker name="• " id="326" />
<strong id="330">not</strong>
<strong id="335">math</strong>
<emphasis id="340">math</emphasis>
<emphasis id="345">math and science</emphasis>
<emphasis id="350">maths</emphasis>
<emphasis id="355">mathematics</emphasis>
</listitem>
<listitem id="360" level="1">All journal reference searches that do not contain a wildcard are literal searches: a search for will match all papers with journal references containing , but a search for will only return the paper with journal reference .<ListMarker name="• " id="361" />
<strong id="365">Physica A</strong>
<emphasis id="371">Physica A</emphasis>
<strong id="376">Physica A, 245 (1997) 181</strong>
<emphasis id="381">Physica A, 245 (1997) 181</emphasis>
</listitem>
</list>
</main>
<contentinfo id="386">
<navigation name="Secondary" id="387">
<list id="391">
<listitem id="392" level="1">
<link id="393" focusable="True">About</link>
</listitem>
<listitem id="396" level="1">
<link id="397" focusable="True">Help</link>
</listitem>
</list>
<list id="401">
<listitem id="402" level="1">
<link id="403" focusable="True">Contact</link>
</listitem>
<listitem id="406" level="1">
<link id="407" focusable="True">Subscribe</link>
</listitem>
</list>
<list id="413">
<listitem id="414" level="1">
<link id="415" focusable="True">Copyright</link>
</listitem>
<listitem id="418" level="1">
<link id="419" focusable="True">Privacy Policy</link>
</listitem>
</list>
<list id="423">
<listitem id="424" level="1">
<link id="425" focusable="True">Web Accessibility Assistance</link>
</listitem>
<listitem id="428" level="1">
<paragraph id="429">Get status notifications via or<link id="430" focusable="True">arXiv Operational Status </link>
<LineBreak name="" id="433">
<InlineTextBox name=" " id="434" />
</LineBreak>
<link id="437" focusable="True">email</link>
<link id="442" focusable="True">slack</link>
</paragraph>
</listitem>
</list>
</navigation>
</contentinfo>
</RootWebArea>{
"explanation": "**Navigating to URL**\n\nI need to navigate to a specific URL. I’ll use the NavigateToUrlTool to do that. It’s a straightforward task, and it seems like just one tool call will suffice. After I navigate, I should confirm that the action was successful. Alright, let’s get this done! It should be a simple process, so I’m looking forward to getting it right.",
"performed_steps": [
{
"name": "navigate to https://arxiv.org/search/?searchtype=ti&query=%22Neural+Network+Optimization%22&start=0&date-filter_by=date_range&date-from_date=2023-01-01&date-to_date=2023-12-31",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=ti&query=%22Neural+Network+Optimization%22&start=0&date-filter_by=date_range&date-from_date=2023-01-01&date-to_date=2023-12-31')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=ti&query=%22Neural+Network+Optimization%22&start=0&date-filter_by=date_range&date-from_date=2023-01-01&date-to_date=2023-12-31. A minor accessibility-tree cleanup and copy-edit occurred, with no page navigation or major feature changes. The changes mainly tidy up line-break constructs and adjust the display text in a search field. Key updates include: the line break elements were simplified from a LineBreak containing an InlineTextBox (for line breaks) to a self-contained LineBreak with a name attribute, and the same pattern was applied in two other spots, preserving the visual break but removing nested inline text. In the search box, the entered example term now appears with quotation marks around it (\"Neural Network Optimization\"), and in the acknowledgement area, the line-break sequence was collapsed to a single LineBreak element."
}NOOP
{
"explanation": "**Selecting the Title option**\n\nI need to select \"Title\" from a dropdown in the search field. First, I see there's a combobox and a pop-up with options, including \"Title.\" The steps seem straightforward: I'll click the combobox to open the menu and then select the \"Title\" option. Since we're in a simulated environment, I'll focus on the element to open it. It makes sense to perform these actions in sequence, so I'll call the ClickTool twice without using parallel processing. Let's move forward!",
"performed_steps": [
{
"name": "select \"Title\" in the search field dropdown",
"tools": [
"ClickTool(id='52')"
]
}
],
"changes": "URL did not change. A UI state change indicates the user is now actively editing or focusing the search field. The combobox for “Field to search” now includes a focused state (focused=\"True\") and the menu popup is ready to track the active descendant (activedescendant=\"\"). Content-wise, the existing options remain the same, but the accessibility tree shows the combobox entering focus and the popup prepared to highlight an item via activedescendant (though currently empty). This likely improves screen reader feedback during keyboard navigation of the search field."
}Error: Message: element not interactable: [object HTMLOptionElement] has no size and location (Session info: chrome=145.0.7632.117); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x000000010519d6b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x0000000105195a50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x0000000104c7256c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 75432 3 chromedriver 0x0000000104c787ac _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 100584 4 chromedriver 0x0000000104c7aa2c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 109416 5 chromedriver 0x0000000104c7aae4 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 109600 6 chromedriver 0x0000000104cc0c84 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 396736 7 chromedriver 0x0000000104cc0358 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 394388 8 chromedriver 0x0000000104d02130 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 664172 9 chromedriver 0x0000000104cfa620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 10 chromedriver 0x0000000104cafb9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 11 chromedriver 0x000000010515c680 cxxbridge1$str$ptr + 2861308 12 chromedriver 0x000000010515fdd4 cxxbridge1$str$ptr + 2875472 13 chromedriver 0x0000000105141a7c cxxbridge1$str$ptr + 2751736 14 chromedriver 0x0000000105160658 cxxbridge1$str$ptr + 2877652 15 chromedriver 0x0000000105131ffc cxxbridge1$str$ptr + 2687608 16 chromedriver 0x0000000105184d78 cxxbridge1$str$ptr + 3026932 17 chromedriver 0x0000000105184ef4 cxxbridge1$str$ptr + 3027312 18 chromedriver 0x00000001051956a8 cxxbridge1$str$ptr + 3094820 19 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 20 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
{
"explanation": "**Deciding on the Search button**\n\nI need to click the Search button by identifying the right element in the ARIA tree. There are two buttons: one with the id 71 at the top and another with id 129 inside the content. My goal is to click the primary search button, which I suspect is the one with id 71. I’ll proceed to click that element using the ClickTool function for id 71, keeping it clear and straightforward!",
"performed_steps": [
{
"name": "click the Search button",
"tools": [
"ClickTool(id='71')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?query=&searchtype=all&source=header. The changes simplify and clarify a few interactive elements without removing content. Specifically, the acknowledgment area now embeds the line break inline inside the generic block, rather than using a separate nested LineBreak with an InlineTextBox, so the line break is preserved but with fewer nested nodes. In the search controls, the combobox is cleaned up by removing the focused state and activedescendant details; the popup structure is simplified to a plain MenuListPopup. The search field also loses the embedded “example” text and instead shows a dedicated validation message below the control, indicating that the field must be at least 1 character long. Additionally, a minor formatting change in the status/notification area replaces a separate LineBreak with an inline, newline-only variant to keep the text flow cleaner."
}{
"explanation": "**Navigating to URL**\n\nI see that I need to navigate to a specific URL using the NavigateToUrlTool. I’ll call the function with the URL provided, and then I’ll just confirm back that the navigation was successful. There’s no need to dig deeper into the ARIA tree or anything beyond that. So, my task is pretty straightforward: just execute the function and provide a clear confirmation. Let’s get this done!",
"performed_steps": [
{
"name": "navigate to https://arxiv.org/search/?searchtype=ti&query=Neural+Network+Optimization&date-filter_by=date_range&date-from_date=2023-01-01&date-to_date=2023-12-31",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?searchtype=ti&query=Neural+Network+Optimization&date-filter_by=date_range&date-from_date=2023-01-01&date-to_date=2023-12-31')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?searchtype=ti&query=Neural+Network+Optimization&date-filter_by=date_range&date-from_date=2023-01-01&date-to_date=2023-12-31. The search input area was updated to show a prefilled value. The textbox for \"Search term or terms\" now contains the text \"Neural Network Optimization\" and no longer displays the previous validation message. In addition, the inline validation message \"Field must be at least 1 character long.\" has been removed, and the prefilled content is now represented as a nested generic inside the textbox. The overall structure of the text box remains focusable and editable, preserving its interactive role."
}NOOP
Accessibility Tree:
<RootWebArea name="Search | arXiv e-print repository" id="1" focusable="True" focused="True">
<banner id="4">
<link id="5" focusable="True">Skip to main content</link>
<banner id="8">
<link name="" id="10" focusable="True">
<image name="logo" id="11" />
</link>
<generic id="14">We gratefully acknowledge support fromthe Simons Foundation, , and all contributors.<LineBreak name="" id="17">
<InlineTextBox name=" " id="18" />
</LineBreak>
<link id="21" focusable="True">member institutions</link>
<link id="26" focusable="True">Donate</link>
</generic>
</banner>
<link name="arxiv-" id="32" focusable="True">
<image name="logo" id="33" />
</link>
<generic id="35">
<generic id="37">
<textbox name="Search term or terms" id="38" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="False" />
<paragraph id="41">|<link id="42" focusable="True">Help</link>
<link id="47" focusable="True">Advanced Search</link>
</paragraph>
</generic>
<generic id="50">
<generic id="51">
<combobox name="Field to search" id="52" invalid="false" focusable="True" hasPopup="menu">
<MenuListPopup id="53">
<option name="All fields" id="54" focusable="True" selected="True" />
<option name="Title" id="55" focusable="True" selected="False" />
<option name="Author" id="56" focusable="True" selected="False" />
<option name="Abstract" id="57" focusable="True" selected="False" />
<option name="Comments" id="58" focusable="True" selected="False" />
<option name="Journal reference" id="59" focusable="True" selected="False" />
<option name="ACM classification" id="60" focusable="True" selected="False" />
<option name="MSC classification" id="61" focusable="True" selected="False" />
<option name="Report number" id="62" focusable="True" selected="False" />
<option name="arXiv identifier" id="63" focusable="True" selected="False" />
<option name="DOI" id="64" focusable="True" selected="False" />
<option name="ORCID" id="65" focusable="True" selected="False" />
<option name="arXiv author ID" id="66" focusable="True" selected="False" />
<option name="Help pages" id="67" focusable="True" selected="False" />
<option name="Full text" id="68" focusable="True" selected="False" />
</MenuListPopup>
</combobox>
<generic id="69"> </generic>
</generic>
</generic>
<button id="71" invalid="false" focusable="True">Search</button>
</generic>
<generic id="74">
<navigation name="User menu" id="75">
<link id="76" focusable="True">Login</link>
</navigation>
</generic>
</banner>
<main id="79">
<heading id="82" level="1">Search</heading>
<link id="87" focusable="True">Search v0.5.6 released 2020-02-24</link>
<generic id="93">
<generic id="95">
<LabelText id="96">Search term or terms</LabelText>
<textbox name="Search term or terms" id="102" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="False" labelledby="">
<generic id="104" editable="plaintext">Neural Network Optimization</generic>
</textbox>
</generic>
<generic id="107">
<combobox id="110" invalid="false" focusable="True" hasPopup="menu" labelledby="">
<MenuListPopup id="111">
<option name="All fields" id="112" focusable="True" selected="True" />
<option name="Title" id="113" focusable="True" selected="False" />
<option name="Author(s)" id="114" focusable="True" selected="False" />
<option name="Abstract" id="115" focusable="True" selected="False" />
<option name="Comments" id="116" focusable="True" selected="False" />
<option name="Journal reference" id="117" focusable="True" selected="False" />
<option name="ACM classification" id="118" focusable="True" selected="False" />
<option name="MSC classification" id="119" focusable="True" selected="False" />
<option name="Report number" id="120" focusable="True" selected="False" />
<option name="arXiv identifier" id="121" focusable="True" selected="False" />
<option name="DOI" id="122" focusable="True" selected="False" />
<option name="ORCID" id="123" focusable="True" selected="False" />
<option name="License (URI)" id="124" focusable="True" selected="False" />
<option name="arXiv author ID" id="125" focusable="True" selected="False" />
<option name="Help pages" id="126" focusable="True" selected="False" />
<option name="Full text" id="127" focusable="True" selected="False" />
</MenuListPopup>
</combobox>
</generic>
<generic id="128">
<button id="129" invalid="false" focusable="True">Search</button>
</generic>
<generic id="133">
<radio name=" Show abstracts" id="135" invalid="false" focusable="True" checked="true" labelledby="" />
<radio name=" Hide abstracts" id="138" invalid="false" focusable="True" checked="false" labelledby="" />
</generic>
<generic id="141">
<link id="142" focusable="True">Advanced Search</link>
</generic>
</generic>
<article id="145">
<generic id="146">
<heading id="147" level="4">Searching by Author Name</heading>
</generic>
<list id="151">
<listitem id="152" level="1">Using the produces best results for author name searches.<ListMarker name="• " id="153" />
<strong id="157">Author(s) field</strong>
</listitem>
<listitem id="162" level="1">For the most precise name search, follow or pattern: example Hawking, S or Hawking, Stephen<ListMarker name="• " id="163" />
<strong id="167">surname(s), forename(s)</strong>
<strong id="172">surname(s), initial(s)</strong>
</listitem>
<listitem id="178" level="1">For best results on multiple author names, (semicolon). Example: Jin, D S; Ye, J<ListMarker name="• " id="179" />
<strong id="183">separate individuals with a ;</strong>
</listitem>
<listitem id="188" level="1">Author names enclosed in quotes will return only . For example, "Stephen Hawking" will not return matches for Stephen W. Hawking.<ListMarker name="• " id="189" />
<strong id="193">exact matches</strong>
</listitem>
<listitem id="199" level="1">Diacritic character variants are automatically searched in the Author(s) field.<ListMarker name="• " id="200" />
</listitem>
<listitem id="204" level="1">Queries with no punctuation will treat each term independently.<ListMarker name="• " id="205" />
</listitem>
</list>
</article>
<article id="209">
<generic id="210">
<heading id="211" level="4">Searching by subcategory</heading>
</generic>
<list id="215">
<listitem id="216" level="1">To search within a subcategory select .<ListMarker name="• " id="217" />
<strong id="221">All fields</strong>
</listitem>
<listitem id="226" level="1">A subcategory search can be combined with an author or keyword search by clicking on in advanced search.<ListMarker name="• " id="227" />
<strong id="231">add another term</strong>
</listitem>
</list>
</article>
<heading id="236" level="2">Tips</heading>
<paragraph id="239">Wildcards:</paragraph>
<list id="242">
<listitem id="243" level="1">Use ? to replace a single character or * to replace any number of characters.<ListMarker name="• " id="244" />
</listitem>
<listitem id="248" level="1">Can be used in any field, but not in the first character position. See Journal References tips for exceptions.<ListMarker name="• " id="249" />
</listitem>
</list>
<paragraph id="253">Expressions:</paragraph>
<list id="256">
<listitem id="257" level="1">TeX expressions can be searched, enclosed in single $ characters.<ListMarker name="• " id="258" />
</listitem>
</list>
<paragraph id="262">Phrases:</paragraph>
<list id="265">
<listitem id="266" level="1">Enclose phrases in double quotes for exact matches in title, abstract, and comments.<ListMarker name="• " id="267" />
</listitem>
</list>
<paragraph id="271">Dates:</paragraph>
<list id="274">
<listitem id="275" level="1">Sorting by announcement date will use the year and month the (v1) of the paper was announced.<ListMarker name="• " id="276" />
<emphasis id="280">original version</emphasis>
</listitem>
<listitem id="285" level="1">Sorting by submission date will use the year, month and day the of the paper was submitted.<ListMarker name="• " id="286" />
<emphasis id="290">latest version</emphasis>
</listitem>
</list>
<paragraph id="295">Journal References:</paragraph>
<list id="298">
<listitem id="299" level="1">If a journal reference search contains a wildcard, matches will be made using wildcard matching as expected. For example, will match , , .<ListMarker name="• " id="300" />
<strong id="304">math*</strong>
<emphasis id="310">math</emphasis>
<emphasis id="315">maths</emphasis>
<emphasis id="320">mathematics</emphasis>
</listitem>
<listitem id="325" level="1">If a journal reference search does contain a wildcard, only exact phrases entered will be matched. For example, would match or but or .<ListMarker name="• " id="326" />
<strong id="330">not</strong>
<strong id="335">math</strong>
<emphasis id="340">math</emphasis>
<emphasis id="345">math and science</emphasis>
<emphasis id="350">maths</emphasis>
<emphasis id="355">mathematics</emphasis>
</listitem>
<listitem id="360" level="1">All journal reference searches that do not contain a wildcard are literal searches: a search for will match all papers with journal references containing , but a search for will only return the paper with journal reference .<ListMarker name="• " id="361" />
<strong id="365">Physica A</strong>
<emphasis id="371">Physica A</emphasis>
<strong id="376">Physica A, 245 (1997) 181</strong>
<emphasis id="381">Physica A, 245 (1997) 181</emphasis>
</listitem>
</list>
</main>
<contentinfo id="386">
<navigation name="Secondary" id="387">
<list id="391">
<listitem id="392" level="1">
<link id="393" focusable="True">About</link>
</listitem>
<listitem id="396" level="1">
<link id="397" focusable="True">Help</link>
</listitem>
</list>
<list id="401">
<listitem id="402" level="1">
<link id="403" focusable="True">Contact</link>
</listitem>
<listitem id="406" level="1">
<link id="407" focusable="True">Subscribe</link>
</listitem>
</list>
<list id="413">
<listitem id="414" level="1">
<link id="415" focusable="True">Copyright</link>
</listitem>
<listitem id="418" level="1">
<link id="419" focusable="True">Privacy Policy</link>
</listitem>
</list>
<list id="423">
<listitem id="424" level="1">
<link id="425" focusable="True">Web Accessibility Assistance</link>
</listitem>
<listitem id="428" level="1">
<paragraph id="429">Get status notifications via or<link id="430" focusable="True">arXiv Operational Status </link>
<LineBreak name="" id="433">
<InlineTextBox name=" " id="434" />
</LineBreak>
<link id="437" focusable="True">email</link>
<link id="442" focusable="True">slack</link>
</paragraph>
</listitem>
</list>
</navigation>
</contentinfo>
</RootWebArea>{
"explanation": "**Executing JavaScript interaction**\n\nI need to run a JavaScript function to interact with a webpage. The specific task is to set the select search type value to 'ti' and then submit the form. I'll utilize the ExecuteJavascriptTool to run this script in one go. There's no need for multiple steps here; I'll just provide the script string within the tool call. After executing, I'll confirm that it’s done.",
"performed_steps": [
{
"name": "execute javascript: document.querySelector('select[name=\"searchtype\"]').value = 'ti'; document.querySelector('form').submit();",
"tools": [
"ExecuteJavascriptTool(script='document.querySelector('select[name=\"searchtype\"]').value = 'ti'; document.querySelector('form').submit();')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?query=&source=header. A few small content simplifications were made in the accessibility tree, removing nested text nodes and tightening line-break handling. The embedded line-break with an InlineTextBox beneath it was replaced by a single LineBreak element that carries the newline as its name attribute, and a similar change occurs in the status notification paragraph. Additionally, the Search term input was simplified by removing the inner generic containing the placeholder text, making the textbox element self-closing rather than containing a child node. Overall, these changes reduce the number of nested text nodes without altering visible labels or controls."
}{
"explanation": "**Executing JavaScript on page**\n\nI need to execute the given JavaScript on the page. The instruction is clear: I should run a specific script. It looks like I can use the ExecuteJavascriptTool for this with the provided script string. The goal is to keep things minimal with just one tool call. Alright, let’s go ahead and do this to make sure everything works smoothly!",
"performed_steps": [
{
"name": "execute javascript: var forms = document.querySelectorAll('form'); var mainForm = forms[forms.length-1]; mainForm.querySelector('input[name=\"query\"]').value = 'Neural Network Optimization'; mainForm.querySelector('select[name=\"searchtype\"]').value = 'ti'; mainForm.submit();",
"tools": [
"ExecuteJavascriptTool(script='var forms = document.querySelectorAll('form'); var mainForm = forms[forms.length-1]; mainForm.querySelector('input[name=\"query\"]').value = 'Neural Network Optimization'; mainForm.querySelector('select[name=\"searchtype\"]').value = 'ti'; mainForm.submit();')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?query=Neural+Network+Optimization&abstracts=show&order=-announced_date_first&size=50. User interface now shows a pre-filled example inside the search input. The textbox labeled \"Search term or terms\" gained an inner text node containing \"Neural Network Optimization,\" turning the input into a plaintext, editable field with default content. Apart from that addition, the surrounding structure remains the same (the textbox remains focusable and editable, and the neighboring combobox is unchanged). This change simply adds visible default text inside the search term input."
}{
"explanation": "**Navigating to URL**\n\nI'm in the process of navigating to a specific URL, which is an important step. I need to use the NavigateToUrlTool and provide the URL. After that, I should make sure to respond with confirmation once I've reached the URL. There's no need for parallel processing here, so I'll just focus on calling the tool directly. Everything should go smoothly!",
"performed_steps": [
{
"name": "navigate to https://arxiv.org/search/?query=Neural+Network+Optimization&searchtype=ti&abstracts=show&order=-announced_date_first&size=50&date-filter_by=date_range&date-from_date=2023-01-01&date-to_date=2023-12-31",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/?query=Neural+Network+Optimization&searchtype=ti&abstracts=show&order=-announced_date_first&size=50&date-filter_by=date_range&date-from_date=2023-01-01&date-to_date=2023-12-31')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?query=Neural+Network+Optimization&searchtype=ti&abstracts=show&order=-announced_date_first&size=50&date-filter_by=date_range&date-from_date=2023-01-01&date-to_date=2023-12-31. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}Accessibility Tree:
<RootWebArea name="Search | arXiv e-print repository" id="1" focusable="True" focused="True">
<banner id="4">
<link id="5" focusable="True">Skip to main content</link>
<banner id="7">
<link name="" id="9" focusable="True">
<image name="logo" id="10" />
</link>
<generic id="13">We gratefully acknowledge support fromthe Simons Foundation, , and all contributors.<LineBreak name=" " id="15" />
<link id="17" focusable="True">member institutions</link>
<link id="20" focusable="True">Donate</link>
</generic>
</banner>
<link name="arxiv-" id="25" focusable="True">
<image name="logo" id="26" />
</link>
<generic id="28">
<generic id="30">
<textbox name="Search term or terms" id="31" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="False" />
<paragraph id="34">|<link id="35" focusable="True">Help</link>
<link id="38" focusable="True">Advanced Search</link>
</paragraph>
</generic>
<generic id="40">
<generic id="41">
<combobox name="Field to search" id="42" invalid="false" focusable="True" hasPopup="menu">
<MenuListPopup id="43">
<option name="All fields" id="44" focusable="True" selected="True" />
<option name="Title" id="45" focusable="True" selected="False" />
<option name="Author" id="46" focusable="True" selected="False" />
<option name="Abstract" id="47" focusable="True" selected="False" />
<option name="Comments" id="48" focusable="True" selected="False" />
<option name="Journal reference" id="49" focusable="True" selected="False" />
<option name="ACM classification" id="50" focusable="True" selected="False" />
<option name="MSC classification" id="51" focusable="True" selected="False" />
<option name="Report number" id="52" focusable="True" selected="False" />
<option name="arXiv identifier" id="53" focusable="True" selected="False" />
<option name="DOI" id="54" focusable="True" selected="False" />
<option name="ORCID" id="55" focusable="True" selected="False" />
<option name="arXiv author ID" id="56" focusable="True" selected="False" />
<option name="Help pages" id="57" focusable="True" selected="False" />
<option name="Full text" id="58" focusable="True" selected="False" />
</MenuListPopup>
</combobox>
<generic id="59"> </generic>
</generic>
</generic>
<button id="61" invalid="false" focusable="True">Search</button>
</generic>
<generic id="63">
<navigation name="User menu" id="64">
<link id="65" focusable="True">Login</link>
</navigation>
</generic>
</banner>
<main id="67">
<heading id="70" level="1">Search</heading>
<link id="74" focusable="True">Search v0.5.6 released 2020-02-24</link>
<generic id="78">
<generic id="80">
<LabelText id="81">Search term or terms</LabelText>
<textbox name="Search term or terms" id="83" invalid="false" focusable="True" editable="plaintext" settable="True" multiline="False" readonly="False" required="False" labelledby="">
<generic id="85" editable="plaintext">Neural Network Optimization</generic>
</textbox>
</generic>
<generic id="87">
<combobox id="90" invalid="false" focusable="True" hasPopup="menu" labelledby="">
<MenuListPopup id="91">
<option name="All fields" id="92" focusable="True" selected="True" />
<option name="Title" id="93" focusable="True" selected="False" />
<option name="Author(s)" id="94" focusable="True" selected="False" />
<option name="Abstract" id="95" focusable="True" selected="False" />
<option name="Comments" id="96" focusable="True" selected="False" />
<option name="Journal reference" id="97" focusable="True" selected="False" />
<option name="ACM classification" id="98" focusable="True" selected="False" />
<option name="MSC classification" id="99" focusable="True" selected="False" />
<option name="Report number" id="100" focusable="True" selected="False" />
<option name="arXiv identifier" id="101" focusable="True" selected="False" />
<option name="DOI" id="102" focusable="True" selected="False" />
<option name="ORCID" id="103" focusable="True" selected="False" />
<option name="License (URI)" id="104" focusable="True" selected="False" />
<option name="arXiv author ID" id="105" focusable="True" selected="False" />
<option name="Help pages" id="106" focusable="True" selected="False" />
<option name="Full text" id="107" focusable="True" selected="False" />
</MenuListPopup>
</combobox>
</generic>
<generic id="108">
<button id="109" invalid="false" focusable="True">Search</button>
</generic>
<generic id="112">
<radio name=" Show abstracts" id="114" invalid="false" focusable="True" checked="true" labelledby="" />
<radio name=" Hide abstracts" id="117" invalid="false" focusable="True" checked="false" labelledby="" />
</generic>
<generic id="120">
<link id="121" focusable="True">Advanced Search</link>
</generic>
</generic>
<article id="123">
<generic id="124">
<heading id="125" level="4">Searching by Author Name</heading>
</generic>
<list id="128">
<listitem id="129" level="1">Using the produces best results for author name searches.<ListMarker name="• " id="130" />
<strong id="133">Author(s) field</strong>
</listitem>
<listitem id="136" level="1">For the most precise name search, follow or pattern: example Hawking, S or Hawking, Stephen<ListMarker name="• " id="137" />
<strong id="140">surname(s), forename(s)</strong>
<strong id="143">surname(s), initial(s)</strong>
</listitem>
<listitem id="146" level="1">For best results on multiple author names, (semicolon). Example: Jin, D S; Ye, J<ListMarker name="• " id="147" />
<strong id="150">separate individuals with a ;</strong>
</listitem>
<listitem id="153" level="1">Author names enclosed in quotes will return only . For example, "Stephen Hawking" will not return matches for Stephen W. Hawking.<ListMarker name="• " id="154" />
<strong id="157">exact matches</strong>
</listitem>
<listitem id="160" level="1">Diacritic character variants are automatically searched in the Author(s) field.<ListMarker name="• " id="161" />
</listitem>
<listitem id="164" level="1">Queries with no punctuation will treat each term independently.<ListMarker name="• " id="165" />
</listitem>
</list>
</article>
<article id="168">
<generic id="169">
<heading id="170" level="4">Searching by subcategory</heading>
</generic>
<list id="173">
<listitem id="174" level="1">To search within a subcategory select .<ListMarker name="• " id="175" />
<strong id="178">All fields</strong>
</listitem>
<listitem id="181" level="1">A subcategory search can be combined with an author or keyword search by clicking on in advanced search.<ListMarker name="• " id="182" />
<strong id="185">add another term</strong>
</listitem>
</list>
</article>
<heading id="188" level="2">Tips</heading>
<paragraph id="190">Wildcards:</paragraph>
<list id="192">
<listitem id="193" level="1">Use ? to replace a single character or * to replace any number of characters.<ListMarker name="• " id="194" />
</listitem>
<listitem id="197" level="1">Can be used in any field, but not in the first character position. See Journal References tips for exceptions.<ListMarker name="• " id="198" />
</listitem>
</list>
<paragraph id="201">Expressions:</paragraph>
<list id="203">
<listitem id="204" level="1">TeX expressions can be searched, enclosed in single $ characters.<ListMarker name="• " id="205" />
</listitem>
</list>
<paragraph id="208">Phrases:</paragraph>
<list id="210">
<listitem id="211" level="1">Enclose phrases in double quotes for exact matches in title, abstract, and comments.<ListMarker name="• " id="212" />
</listitem>
</list>
<paragraph id="215">Dates:</paragraph>
<list id="217">
<listitem id="218" level="1">Sorting by announcement date will use the year and month the (v1) of the paper was announced.<ListMarker name="• " id="219" />
<emphasis id="222">original version</emphasis>
</listitem>
<listitem id="225" level="1">Sorting by submission date will use the year, month and day the of the paper was submitted.<ListMarker name="• " id="226" />
<emphasis id="229">latest version</emphasis>
</listitem>
</list>
<paragraph id="232">Journal References:</paragraph>
<list id="234">
<listitem id="235" level="1">If a journal reference search contains a wildcard, matches will be made using wildcard matching as expected. For example, will match , , .<ListMarker name="• " id="236" />
<strong id="239">math*</strong>
<emphasis id="242">math</emphasis>
<emphasis id="245">maths</emphasis>
<emphasis id="248">mathematics</emphasis>
</listitem>
<listitem id="251" level="1">If a journal reference search does contain a wildcard, only exact phrases entered will be matched. For example, would match or but or .<ListMarker name="• " id="252" />
<strong id="255">not</strong>
<strong id="258">math</strong>
<emphasis id="261">math</emphasis>
<emphasis id="264">math and science</emphasis>
<emphasis id="267">maths</emphasis>
<emphasis id="270">mathematics</emphasis>
</listitem>
<listitem id="273" level="1">All journal reference searches that do not contain a wildcard are literal searches: a search for will match all papers with journal references containing , but a search for will only return the paper with journal reference .<ListMarker name="• " id="274" />
<strong id="277">Physica A</strong>
<emphasis id="280">Physica A</emphasis>
<strong id="283">Physica A, 245 (1997) 181</strong>
<emphasis id="286">Physica A, 245 (1997) 181</emphasis>
</listitem>
</list>
</main>
<contentinfo id="289">
<navigation name="Secondary" id="290">
<list id="294">
<listitem id="295" level="1">
<link id="296" focusable="True">About</link>
</listitem>
<listitem id="298" level="1">
<link id="299" focusable="True">Help</link>
</listitem>
</list>
<list id="302">
<listitem id="303" level="1">
<link id="304" focusable="True">Contact</link>
</listitem>
<listitem id="306" level="1">
<link id="307" focusable="True">Subscribe</link>
</listitem>
</list>
<list id="312">
<listitem id="313" level="1">
<link id="314" focusable="True">Copyright</link>
</listitem>
<listitem id="316" level="1">
<link id="317" focusable="True">Privacy Policy</link>
</listitem>
</list>
<list id="320">
<listitem id="321" level="1">
<link id="322" focusable="True">Web Accessibility Assistance</link>
</listitem>
<listitem id="324" level="1">
<paragraph id="325">Get status notifications via or<link id="326" focusable="True">arXiv Operational Status </link>
<LineBreak name=" " id="328" />
<link id="330" focusable="True">email</link>
<link id="333" focusable="True">slack</link>
</paragraph>
</listitem>
</list>
</navigation>
</contentinfo>
</RootWebArea>{
"explanation": "**Executing JavaScript tool**\n\nI need to run some JavaScript code to get the inner text from elements like '.results-subtotal' or 'h1.title'. I see that the page is from arXiv search but it's not loaded, so I’ll just use the ExecuteJavascriptTool available in functions. There’s no need to run anything in parallel, so I’ll execute this tool with my script. I can’t access the actual page, but I should simulate it. I’ll respond with the result or mention any errors if they come up.",
"performed_steps": [
{
"name": "execute javascript: return document.querySelector('.results-subtotal, h1.title').innerText",
"tools": [
"ExecuteJavascriptTool(script='return document.querySelector('.results-subtotal, h1.title').innerText')"
]
}
],
"changes": "URL did not change. A page edit changed how line breaks are represented in the accessibility tree. In two places, the old LineBreak element that carried a newline marker (name=\" \") was replaced with a LineBreak that has an empty name and now contains an InlineTextBox holding the newline value. In practical terms, these changes introduce an explicit text box node for the line break content, which may alter how screen readers announce the line breaks after the related text (and zero out the direct newline marker on the LineBreak itself). The surrounding visible content remains the same, but the markup for line breaks is now more granular."
}{
"explanation": "**Executing JavaScript code**\n\nI need to execute some JavaScript to retrieve the first 500 characters of text from the document's body. I’ll use the tool to call the function for executing JavaScript and provide the appropriate code string for that. After running the script, I’ll return the result. Okay, let's get started on this! I just want to make sure I get the text correctly.",
"performed_steps": [
{
"name": "execute javascript: return document.body.innerText.substring(0, 500)",
"tools": [
"ExecuteJavascriptTool(script='return document.body.innerText.substring(0, 500)')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}{
"explanation": "",
"performed_steps": [
{
"name": "execute javascript: var el = document.querySelector('h1.title, .results-subtotal, #main-container'); return el ? el.outerHTML.substring(0, 1000) : 'not found'",
"tools": [
"ExecuteJavascriptTool(script='var el = document.querySelector('h1.title, .results-subtotal, #main-container'); return el ? el.outerHTML.substring(0, 1000) : 'not found'')"
]
}
],
"changes": "URL did not change. There are no changes detected in the accessibility tree diff, so no user-facing navigation or content updates occurred. Since the diff is empty, the UI state appears unchanged with no added or removed elements or interactions. In short, nothing visible was modified."
}Check failed! The accessibility tree shows a page titled 'Search' with input fields and guidance, but no list of paper results. It contains search UI and tips sections (e.g., 'Search term or terms', 'Tips', 'Searching by Author Name'), not actual search results. Therefore, the page does not show search results for papers.
{
"explanation": "**Navigating to a URL**\n\nI need to open the URL, so I'll simulate the steps to do that. I’ll use the NavigateToUrlTool and provide the URL. Then, I'll confirm if the page has loaded successfully. Since we only need one tool call for this, it seems straightforward. I'll execute the function to make sure everything works as expected. Keeping it simple helps ensure I get the right result for the user!",
"performed_steps": [
{
"name": "navigate to https://arxiv.org/search/advanced?terms-0-operator=AND&terms-0-term=Neural+Network+Optimization&terms-0-field=title&date-filter_by=date_range&date-from_date=2023-01-01&date-to_date=2023-12-31&order=-announced_date_first",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/advanced?terms-0-operator=AND&terms-0-term=Neural+Network+Optimization&terms-0-field=title&date-filter_by=date_range&date-from_date=2023-01-01&date-to_date=2023-12-31&order=-announced_date_first')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced?terms-0-operator=AND&terms-0-term=Neural+Network+Optimization&terms-0-field=title&date-filter_by=date_range&date-from_date=2023-01-01&date-to_date=2023-12-31&order=-announced_date_first. The page was updated to present an Advanced Search interface instead of the previous basic search. The main header now reads Advanced Search, and the top of the page shows a new Simple Search link alongside a significantly expanded search form. Key content changes include a large, multi-section form with detailed filters: a term field with a selectable field-to-search, subject classifications with multiple checkboxes and subtopics, a comprehensive date filter (including specific year and date range inputs), options to show abstracts, and a per-page results selector plus an option to include older versions. Minor UI text refinements were also made to the acknowledgment banner and to the line-break behavior in the status area."
}Check failed! The provided materials include the Advanced Search page structure and form fields, but there is no content indicating search results or a count of papers found. Therefore, we cannot determine a true/false answer from the given information.
{
"explanation": "**Deciding on the search button**\n\nI need to submit an advanced search form, but there are multiple Search buttons. The one with id 71 is at the top and likely the main button I should click. The ARIA tree indicates that this is the \"Advanced Search\" form. It seems the correct choice is indeed the top button (id 71) for submitting my search. I’ll perform a click on the element with id 71 using the ClickTool.",
"performed_steps": [
{
"name": "click the Search button to submit the advanced search form",
"tools": [
"ClickTool(id='71')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/?query=&searchtype=all&source=header. The interface migrated from an “Advanced Search” page to a simplified “Search” page, streamlining the search experience. The page title changed accordingly, and the heavy multi-section form was replaced with a compact set of controls for a single search term. Key content and controls were updated: a new “Search term or terms” input with a minimal validation hint, a expanded field-to-search combobox with many options (defaulting to All fields), and a dedicated Search button. The layout now also includes Show abstracts / Hide abstracts radios and an Advanced Search link, reducing the previous complexity of the advanced search form. Additionally, a minor formatting tweak in the banner and a simpler LineBreak element were applied."
}{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://arxiv.org/search/advanced?terms-0-operator=AND&terms-0-term=Neural+Network+Optimization&terms-0-field=title&date-filter_by=date_range&date-from_date=2023-01-01&date-to_date=2023-12-31&order=-announced_date_first",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/advanced?terms-0-operator=AND&terms-0-term=Neural+Network+Optimization&terms-0-field=title&date-filter_by=date_range&date-from_date=2023-01-01&date-to_date=2023-12-31&order=-announced_date_first')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced?terms-0-operator=AND&terms-0-term=Neural+Network+Optimization&terms-0-field=title&date-filter_by=date_range&date-from_date=2023-01-01&date-to_date=2023-12-31&order=-announced_date_first. You navigated from a basic search page to an Advanced Search page. The main heading changed from “Search” to “Advanced Search,” and the UI now presents a richer, multi-section search form. Key content changes include a new Simple Search link and a comprehensive set of controls: a labeled term input with an example value, a field-to-search dropdown, an option to add additional terms, and a large Subject section with multiple classifications and subtopics. The Date section now supports detailed date range filtering with year input, presets for all/past dates, and a note explaining how the bounds are applied, along with a Show/Hide abstracts toggle and results-per-page choices. Overall, the interface has transformed from a single-term input to a full-featured, multi-criteria search experience."
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Chrome driver started successfully (driver_id: python-1772558290) Model: azure_openai/gpt-5-nano
{
"explanation": "**Navigating to URL**\n\nI see that I need to navigate to a specific URL using the NavigateToUrlTool. After I execute that call, I'll make sure to confirm back to the user that I've successfully navigated to the site. I don't need to run any tools in parallel since this is straightforward. So, let's perform this task one step at a time and get it done!",
"performed_steps": [
{
"name": "navigate to https://arxiv.org/help/submit",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/help/submit')"
]
}
],
"changes": "URL changed to https://info.arxiv.org/help/submit/index.html. You navigated from a minimal page placeholder to a full, content-rich Submission Guidelines page for arXiv info. The UI now includes a complete header with logos, a header navigation, a theme switch, and a searchable dialog, plus a prominent main area containing a table of contents and an extensive article body. Key content changes include a detailed Submission Guidelines article with sections on submission preparation, accepted formats for text and figures, file naming rules, ancillary files, uploading steps, verification, and correction workflows. A secondary navigation area with About, Help, Privacy, Contact, and accessibility/status options was added, along with a comprehensive header-driven navigation tree and TOC that reflect and organize the guidelines."
}['Accepted figure formats: PostScript (PS, EPS) — requires LaTeX processing', 'JPEG, GIF, PNG or PDF figures — requires PDFLaTeX processing', 'Guidelines: We do not accept submissions with omitted figures, even if you provide links to view figures externally.', 'If you submit figures with your (La)TeX source, use standard macro packages (e.g., the graphics and graphicx packages) to have figures appear in the document. arXiv administration cannot provide help with TeX-related issues.']
Driver python-1772558290 closed. Artifacts saved to: /Users/p0deje/Development/alumnium/packages/python/tmp/alumnium/python-1772558290 Token usage statistics: - Total: 13104 tokens (12360 input, 744 output) - Cached: 0 tokens (0 input, 0 output)






















Chrome driver started successfully (driver_id: python-1772597077) Model: azure_openai/gpt-5-nano
{
"explanation": "",
"performed_steps": [
{
"name": "navigate to https://arxiv.org/search/advanced",
"tools": [
"NavigateToUrlTool(url='https://arxiv.org/search/advanced')"
]
}
],
"changes": "URL changed to https://arxiv.org/search/advanced. User opened the Advanced Search page on the arXiv site, replacing the previous minimal root with a full search interface. The UI now presents a branded header and banner with skip-to-content, logo, and support/donate links, plus a comprehensive search panel featuring a term input, a field-to-search combo box with many options, and a large, multi-group form for terms, subjects, and date filters. Additional content includes an up-to-date “Advanced Search” main heading, helpful tips and examples, per-page results controls, and a complete secondary navigation/footer area (About, Help, Contact, etc.)."
}{
"explanation": "**Setting up search for GNNs**\n\nI need to input \"Graph Neural Networks\" in the search term field. It looks like the main advanced search has a textbox with id 102, which is specifically for the search term. So I’ll use the TypeTool with that id to input my text. \n\nSince I only need to make one tool call, there's no need for parallel processing. I’ll keep the user informed by confirming that I’ve entered the search term before finalizing the action.",
"performed_steps": [
{
"name": "Type 'Graph Neural Networks' in the search term input field",
"tools": [
"TypeTool(id='102', text='Graph Neural Networks')"
]
}
],
"changes": "URL did not change. The UI body was refined to improve accessibility labeling and focus handling, with several controls gaining explicit focus state and clearer grouping. The search and filter area now includes inline text content and better-labeled options, making the current selections easier to announce to screen readers. Key content changes include: inside the acknowledgement area, a LineBreak now contains an InlineTextBox, and the Search term textbox shows content as a generic plaintext block; the Field to search combobox is wrapped in a generic with its MenuListPopup and all options preserved; several radio groups are now paired with LabelText wrappers for clearer labeling; and a date-range explanatory block uses an InlineTextBox within the LineBreak to carry the line break content."
}{
"explanation": "**Selecting Abstract option**\n\nI need to choose \"Abstract\" from the dropdown menu for a search. There's an ARIA tree with options in a MenuListPopup, where \"Abstract\" is an option but not selected yet. I should open the combobox element with id 133 to display the options, and then click on \"Abstract\" which has id 137. Since I'll be performing two tool calls, they need to be sequential rather than parallel. I'll provide my reasoning first, then execute the clicks. **Executing tool calls**\n\nI’m ready to perform the actions. First, I’ll use ClickTool on element id 133 to open the combobox. After that, I’ll call ClickTool again on id 137 to select the \"Abstract\" option. It’s straightforward, but I want to make sure I do it in the right order to ensure the selection happens smoothly. Let’s proceed with these steps!",
"performed_steps": [
{
"name": "Select 'Abstract' from the 'Field to search' dropdown",
"tools": [
"ClickTool(id='133')"
]
}
],
"changes": "URL did not change. A focus moved from the search term textbox to the field-to-search combobox in the UI. The search term input no longer lists itself as focused, while the combobox now has a focused state. Additionally, the combobox now signals an active descendant relationship by including activedescendant on its popup and marks the combobox itself as focused. The popup also gains an empty activedescendant attribute, indicating a placeholder for which option is currently active."
}Error: Message: element not interactable: [object HTMLOptionElement] has no size and location (Session info: chrome=145.0.7632.117); For documentation on this error, please visit: https://www.selenium.dev/documentation/webdriver/troubleshooting/errors#elementnotinteractableexception Stacktrace: 0 chromedriver 0x00000001028396b4 cxxbridge1$str$ptr + 3127600 1 chromedriver 0x0000000102831a50 cxxbridge1$str$ptr + 3095756 2 chromedriver 0x000000010230e56c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 75432 3 chromedriver 0x00000001023147ac _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 100584 4 chromedriver 0x0000000102316a2c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 109416 5 chromedriver 0x0000000102316ae4 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 109600 6 chromedriver 0x000000010235cc84 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 396736 7 chromedriver 0x000000010235c358 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 394388 8 chromedriver 0x000000010239e130 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 664172 9 chromedriver 0x0000000102396620 _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 632668 10 chromedriver 0x000000010234bb9c _RNvCsdExgN8vFLbb_7___rustc35___rust_no_alloc_shim_is_unstable_v2 + 326872 11 chromedriver 0x00000001027f8680 cxxbridge1$str$ptr + 2861308 12 chromedriver 0x00000001027fbdd4 cxxbridge1$str$ptr + 2875472 13 chromedriver 0x00000001027dda7c cxxbridge1$str$ptr + 2751736 14 chromedriver 0x00000001027fc658 cxxbridge1$str$ptr + 2877652 15 chromedriver 0x00000001027cdffc cxxbridge1$str$ptr + 2687608 16 chromedriver 0x0000000102820d78 cxxbridge1$str$ptr + 3026932 17 chromedriver 0x0000000102820ef4 cxxbridge1$str$ptr + 3027312 18 chromedriver 0x00000001028316a8 cxxbridge1$str$ptr + 3094820 19 libsystem_pthread.dylib 0x000000018534fc08 _pthread_start + 136 20 libsystem_pthread.dylib 0x000000018534aba8 thread_start + 8
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