Lecture Studio
Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

Lecture Studio turns a lesson a teacher actually taught into ready-to-use classroom materials; for absent students, accommodations, and review days. A teacher records or uploads their class (audio or video) and gets guided notes, a check-for-understanding quiz, an exit ticket, a bell ringer, and private pacing-and-gaps feedback; all grounded in what was really said, not a generic topic. It even finds the whiteboard moments in a class video, lifts the drawings off the board on-device, and pairs them with the matching notes. Five Meta models drive the pipeline: Muse Voice Transcribe for speech, Muse Wonder (with Muse Spark as a tested fallback) for materials and board labels, SAM 3.1 for image labeling, and an open-weight Muse Spark Open option on Baseten; with every generation strictly validated before it ever reaches a teacher. The class video never leaves the browser, and a one-click sample lets anyone try it with no account or keys.