Education

Khan Academy

Khanmigo: AI Tutor Using Socratic Method at Scale

1M+ students using Khanmigo
Measurable learning gains
Socratic method at scale
150M user base potential

The Problem

One-on-one personalized tutoring dramatically improves student outcomes, but is inaccessible to most students due to cost and availability. Khan Academy had 150M+ registered users who lacked personalized guidance.

The Solution

Built Khanmigo, an AI tutor powered by GPT-4 using a specifically designed Socratic prompt architecture. Rather than giving answers, Khanmigo asks guiding questions to help students discover solutions themselves.

The Outcome

1M+ students using Khanmigo. Measurable learning gains vs. passive video watching. Students who used Khanmigo showed higher mastery completion rates.

Key Metrics

  • 1M+ students using Khanmigo
  • Measurable learning gains
  • Socratic method at scale
  • 150M user base potential
EducationTutoringLLMGPT-4Personalization