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Research

Simulated students that make realistic mistakes help AI tutors learn faster.

The DecoderIndependent reporting·
AI brief

Microsoft and the University of Illinois built StudentSim, a system that replicates individual students from limited data to give AI tutors fast, low-cost feedback. In tests covering 60 students in chess, English, and math, it outperformed GPT-5.4.

Why it matters: It offers a cheap way to train and evaluate AI tutoring systems without needing real students.

Written by AI from The Decoder's published text.

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“Microsoft and the University of Illinois built StudentSim to replicate individual students from limited data and give AI tutors fast, low-cost feedback. In tests covering 60 students across chess, English, and math, it outperformed GPT-5.4.”
The Decoder, 20 Sept 2026, 09:50.

Reporting from a publisher outside the organisation being covered.

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