Me, Myself, and AI

Learning From and With AI: Duolingo’s Zan Gilani

19 snips
Aug 1, 2023
Ask episode
AI Snips
Chapters
Transcript
Episode notes
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.
INSIGHT

Fast Experiments Mirror Learning Principles

  • Duolingo runs hundreds of A/B tests continuously across UX and product features.
  • Fast feedback loops mirror learning principles and accelerate product improvement.
Get the Snipd Podcast app to discover more snips from this episode
Get the app