Event ·Multi-source

清华与 Moonshot AI 提出 TCSExam 基准:GPT-6 Astra 定理证明率达 70.0%

清华大学与 Moonshot AI 发布 TCSExam 基准,包含 100 道专家审核任务,覆盖 Lean 定理证明、求解器工程、纪录构造和 30 个理论计算机科学开放猜想四个方向,所有提交由 Lean 内核或任务检查器验证。在无提示引理的条件下,GPT-6 Astra 定理证明成功率为 70.0%,Kimi K3.1 Pro 为 38.3%,其余 6 个智能体均不超过 11.7%。但在 30 个开放猜想上,GPT-6 Astra 一个都未能解决,仅有的几次被接受的提交改编自 OpenAI 已公开的反例与证明。

Current read

清华和 Moonshot AI 搞了个 TCSExam 测试集,GPT-6 Astra 证定理能拿 70.0%,但 30 个开放猜想全挂,差距很直观。

11 sources69° AI heatLast updated 2026/11/8 18:45:52

Evidence

11 sources
Primary sourcerohanpaul_ai
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Related source 1lmarena.ai
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Related source 5Akshay Kothari
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Related source 6shao__meng
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Related source 7Tech in Asia
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Related source 8Andrew Curran
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Related source 9@koltregaskes
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Related source 10TestingCatalog
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