Preprint
Aug 2026
A bottom-up taxonomy of student discourse with a Socratic AI physics tutor
A description of the discourse PER researchers can expect to encounter when students work with an AI tutor of this design, including a striking prevalence of meta-procedural turns in which students cede strategic control to the tutor.
S. Hashmi, N. Rebello
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