Me, Myself, and AI

Learning From and With AI: Duolingo’s Zan Gilani

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Aug 1, 2023
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INSIGHT

Scale And Mission Drive AI At Duolingo

  • Duolingo teaches 40+ languages to millions, focusing on mobile and accessibility.
  • Zan Gilani leads the experimental AI team to apply generative AI to teaching at scale.
INSIGHT

Motivation Is A Core Pedagogical Problem

  • Duolingo applies ML across growth, notifications, content, and its English test.
  • The app treats motivation as a core pedagogical problem and optimizes signals to keep learners engaged.
INSIGHT

Adaptive Difficulty Keeps Learners Engaged

  • Birdbrain personalizes question difficulty to hit a "Goldilocks" level for each learner.
  • Proper difficulty avoids frustration or boredom and preserves long-term motivation.
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