YouTubeLM
Human-curated videos. AI-built courses.
YouTubeLM keeps one decision firmly human — choosing the single best video that explains a concept — and lets AI do everything else. A person builds the course tree and hand-picks each video; AI then reads that video and generates the summary, quiz, final exam, and chat tutor. In an era flooded with AI-generated content, the human touch is the feature.
Pitch deck
Six slides on the idea, the market, and what's next. Use your arrow keys or click to advance.
Demo video
A three-minute walkthrough — problem, product, payoff — from build to AI study tools.
How we stack up
Originality
Most tools race to automate everything. We do the opposite: the one high-judgment step — choosing the best video for a concept — is deliberately kept human, and AI builds the course around that choice. Human-curated, AI-amplified.
Impact
Anyone learning from YouTube feels the pain: great videos, no path, no retention. Creators and teams get a way to package what they already know into a course in minutes.
AI fluency
Gemini watches each human-chosen video, transcribes once, and every tool reads from that source: summaries, quizzes, a final exam, and a tutor grounded in the actual content. The model is used with intent — to amplify a human's pick, not to replace their judgment.
Prototype
A live product you can poke today: sign in with Google, build a course from real YouTube videos, generate AI study tools, publish, and learn — end to end.
Creativity
A deliberate design philosophy — human curation at the core, AI as the amplifier — expressed through an editorial, distraction-free interface, a snapshot publishing model, and answer-safe quizzes graded on the server.