# Microsoft Research — Simulating student learning for better AI tutoring

- Company: Microsoft Research (microsoft.com)
- Announced: 2026-10-12T16:00:00+00:00
- Category: research-paper
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://www.microsoft.com/en-us/research/blog/simulating-student-learning-for-better-ai-tutoring/
- Record: https://forck.live/items/19914-simulating-student-learning-for-better-ai-tutoring
- Subject: Research / Phi

Microsoft Research introduced StudentSim, a system that creates personalized AI student simulators from de-identified learner records to evaluate and improve AI tutors before human testing. The system is evaluated across chess, second-language English writing, and mathematics using a new benchmark called StudentSimEval. StudentSim is a research system, not a product, and is not intended to replace teachers.

## Evidence

Verbatim from https://www.microsoft.com/en-us/research/blog/simulating-student-learning-for-better-ai-tutoring/:

> StudentSim is an AI system that creates personalized simulators of individual students, modeling how they answer questions and how their answers change after receiving a tutor's guidance. The goal is to make student feedback more available during AI tutor development.

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