Tutor Loop
AI Engineer World's Fair Hackathon 2026Most AI tutors reset every session. They don't remember that you struggled with derivatives, or that a human tutor's graph-first explanation actually worked. TutorLoop fixes that: human tutoring teaches the AI tutor to get better. TutorLoop is an education marketplace. Students search and buy notes and textbooks, book human tutors on a calendar, and join live AI voice lectures where they can interrupt and ask questions.
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