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#student-simulator

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01 ·Training & Alignment·★ MEMBER·PAPER·12 min read Paper Walkthrough: StudentSim — Training a Simulator That Is Actually *That* Student How to build the practice students an AI tutor needs, by training on real learner records. From the two-axis definition of behavioral fidelity and guidance responsiveness, through the pooled-then-specialized pipeline, to using the simulator as a reward model.