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Aubin Mugisha

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#large language models Open access Oct 2026

Strong Solvers, Leaky Tutors: Evaluating Answer Leakage in LLM Math Tutors

Educational digital libraries may grant large language model (LLM) tutors access to worked solutions, but access to repository content should not automatically authorize a model to reveal final answers. This study evaluates whether LLM tutors can leverage private solution context to generate pedagogical hints without d...

Aubin Mugisha, Behrooz Mansouri · 0 citations

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