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Preprint Aug 2026

Computer-assisted Proof Under Audit: Typos, Certificate Errors, and Reproducible Exact Checks for a Symbolic Invertibility Proof

We audit the exact-arithmetic certificate in arXiv:2310.19781v2, its 2025 \emph{Communications in Mathematical Physics} version, and their shared MATLAB archive. CMP corrects none of the audited items; we therefore treat both versions together and use the openly accessible arXiv source for exact provenance. We found 11...

Fan Zheng · 0 citations
#artificial intelligence Preprint Dec 2025

Achieving Olympiad-Level Geometry Large Language Model Agent via Complexity Boosting Reinforcement Learning

This work makes the first attempt to build a medalist-level LLM agent for geometry and presents InternGeometry, which solves 44 of 50 IMO geometry problems (2000-2024), exceeding the average gold medalist score, using only 13K training examples, just 0.004% of the data used by AlphaGeometry 2.

Hai-Teng Zhao, Junhao Shen, Yiming Zhang et al. · 7 citations · ⚡1

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