StudentSim tests AI tutors before classroom use

StudentSim is a research system designed to evaluate and improve AI tutoring tools before they are tested with learners. The system models how individuals may engage with tutors, offering a way to study tutoring interactions in advance.

The approach provides feedback intended to improve tutor performance across multiple subjects, including chess, writing, and mathematics. By simulating student learning, StudentSim supports earlier refinement of AI tutoring systems before they reach real learners.