Lumina

We generate a fully personalized course for each user based on their goal, level, and time.

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Inspiration

  • Learning today feels overwhelming: too much content, not enough direction
  • AI capabilities influence how we approach new information and learn
  • Each learner has different goals, levels, and pace
  • We believe learning should feel guided and personal, not like searching through endless options

What It Does

  • Generates a personalized course based on:
    • Goal
    • Current level
    • User previous knowledge
  • Builds a structured path with modules, lessons, and exercises
  • Shifts learning from choosing courses → having courses built for you

How We Built It

  • Pre-assessment chat to understand the user’s current knowledge, goals, and learning style before generating anything
  • AI-generated lessons tailored to each user’s level, preferences, and interests
  • From a single topic, the system creates videos, slides, quizzes, and flashcards automatically
  • An AI chat tutor that provides real-time, conversational guidance grounded in the lesson content
  • Animated video generation (with Grok), turning static visuals into short, engaging clips
  • A knowledge graph that tracks concepts learned and connects them across sessions

This approach lets us move from static content delivery to a system that continuously builds and adapts around the learner.

What We Learned

  • Personalization is not a feature—it’s a different way of thinking about learning
  • Users want clarity and direction, not more content
  • Static learning paths become outdated quickly
  • Real learning systems must adapt continuously

What’s Next

  • Build a real-time feedback loop:
    • Adjust learning path instantly based on performance
  • Improve adaptive quizzes:
    • Better measure true understanding, not just completion
  • Move toward a system that feels like a learning companion, not just a tool

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