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Vlassis Mastrantonis

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#artificial intelligence Preprint Aug 2026

MathAdv: What Theorem Provers Know, Reason, Formalize, and Generalize

This work introduces MathAdv, a diagnostic benchmark spanning 13 domains across undergraduate- and graduate-level mathematics, and shows how component-wise evaluation can reveal model capabilities and failure modes that aggregate theorem-proving accuracy obscures.

Jiajie Yuan, Connor Martinez Lockhart, Xiao-Yun Liu et al. · 0 citations

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