Scholia: an AI study partner that answers from course knowledgebase

This is a submission for the Sanity Challenge: Path One, Ship an Agent That Queries Real Content. Scholia is a study partner for one course. You ask it something, and it answers from that course's own material: the lecture recordings, the slide decks, the textbook, the problem sets and their rubrics, and your own graded work. Every claim comes with a chip you can click. A lecture chip opens the YouTube recording at that second.
This is an AI-generated summary. ShortSingh links to the original source for the complete article.
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