# Attention-Graph Curvature for the Verification of Mathematical Reasoning

Source: https://arxiv.org/abs/2610.16709
Published: 2026-10-12
Status: unreviewed source report

## Source excerpt (up to 25 words)

> Language models have recently solved open Erdős problems and achieved gold-medal level performance on International Mathematical Olympiad problems. But their solutions, written in natural language,

## Review question

Inspect the formal statement, imported axioms, admitted lemmas, checker version and correspondence with the informal theorem. A successful compiler exit alone does not prove that the intended question was formalized.

No independent proof check or claim of peer review.