~/talk

Building an AI-Powered Learning Platform Using AI

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Demo of an actual product called Context shows course creation collapsing from weeks to minutes by ingesting slides, notes and papers and using RAG with Anthropic/OpenAI calls to draft modules, assessments and explanations. Professors keep final approval and three switches (course creation, grading, personalization) stay human‑controlled, yielding a closed feedback loop that records every learner action and improves models so a 100‑student class becomes effectively 100 one-to-one courses.

AI-written summary · about

  1. 0:00AI-powered learning platforms
  2. 1:02Building Context AI startup
  3. 3:29Start with the real problem
  4. 7:38Close feedback loops with data
  5. 13:55Systems over prompts
  6. 18:07Reliable AI coding habits
  7. 20:58AI development traps
  8. 22:02AI as co-pilot
  9. 22:46Q&A
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