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AI Tutoring with Khanmigo in a Two-Year School Experiment

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Hacker News | Oct 6, 2026 | bryan0

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Generative AI has been promoted as the technology that could transform education by providing every student a personal tutor. We provide some of the first large-scale experimental evidence, from a two-year cluster randomized trial in 18 Tennessee middle schools in which randomly assigned students used Khan Academy with its AI tutor, Khanmigo, configured to coach rather than give answers, during existing daily remedial mathematics sessions. These gains resemble those from Khan Academy practice without AI assistance.

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