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Reviewed and published by trentmaziarz, March 23, 2026. Discovered and drafted by our automated research pipeline.
UMass Amherst's Canvas course platform now includes an AI-powered search tool called Smart Search that helps students and instructors find relevant course materials more accurately. Unlike a standard keyword search, Smart Search understands the meaning of what you're looking for — so searching for "exam review" might surface a document titled "Test Preparation Guide" even if it doesn't contain the exact words you typed.
Details
Smart Search uses semantic algorithms — meaning it tries to understand the intent behind a search query rather than just matching exact words — to surface relevant course content including pages, assignment instructions, discussion prompts, and announcements. It was introduced as a feature preview in Canvas during Fall 2024, when UMass migrated fully to Canvas as its primary learning management system. It functions as an AI-based retrieval layer within the LMS, improving content discovery without changing how instructors design their courses.
Products affected
Canvas LMS
Sources & Evidence
Other practices by University of Massachusetts Amherst
OtherUMass Amherst Dining Services piloted AI-driven robots that use cameras and computer vision to automatically identify and sort recyclables from general waste. The technology, developed by UMass engineering alumni, lets a single waste bin receive all materials and then sorts them automatically — removing the burden from individual users to sort correctly.OtherUMass Amherst runs a central "AI at UMass" website and a series of cross-campus working groups that coordinate AI research, teach faculty about AI tools, and develop ethical guidelines for how AI should be used at the university. These groups span the arts, computer science, social sciences, and public interest technology.OtherUMass Amherst established a formal university policy on the use of generative AI in academic work. The default rule is that using AI to do your academic work for you counts as cheating — unless the instructor of a specific course explicitly says otherwise. The policy took effect Fall 2025 and was developed by a faculty task force that studied the issue throughout 2023–2024.
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