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NewsTopic · OpenAI数学论文争议1 min read·2026-10-07

OpenAI Releases 722 Math Papers

OpenAI publishes internal model's solutions to hundreds of open math problems with compute costs and Lean proofs.

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2026-10-06 20:00 GMT+8

OpenAI released 722 mathematical manuscripts on GitHub on October 6, claiming its internal frontier model solved hundreds of long-standing open problems.

In September, OpenAI only announced solving "more than 100" open problems without details. This release responds to recommendations from the newly formed independent advisory group AGMAI, aiming to alleviate academic concerns about AI racing to publish results.

Each paper used approximately three hours of ChatGPT Pro compute on average. The repository includes reasoning summaries, compute estimates, and Lean formalization code for community verification. OpenAI committed to improving citation and presentation quality in future releases.

The results have not yet undergone full peer review, and the mathematical community is assessing their correctness and ethical implications.

Sources

  • 原始出处openai.com↗
Topic

OpenAI数学论文争议

OpenAI于10月6日在GitHub一次性公开了由内部前沿模型生成的722篇数学手稿,声称解决了包括准黎曼猜想、四维挂谷猜想及纳维-斯托克斯方程在内的数百个难题。这一举动并未如预期般获得欢呼,反而引发了数学界关于“机器生成速度远超人类理解…

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5 steps1 piecesUpdated 2026-10-11 15:24

How it got here

  1. 2026-10-06OpenAI在GitHub发布722篇由内部模型生成的数学手稿,涉及372个结果族,约42%附带Lean形式化证明。
  2. 2026-10-07OpenAI更新仓库历史,因符号错误撤回3篇关于Weil类和Hodge猜想的论文,并修订另外14篇。
  3. 2026-10-08TechCrunch报道,数学界批评OpenAI未遵循AGMAI建议,特别是未提供自然语言与Lean代码的对应元数据,且仅10篇披露推理链。

What is still unsettled

  • OpenAI如何修复自然语言证明与Lean形式化代码之间的逻辑不一致(mistranslation)问题?
  • 大规模撤回和修订是否意味着这批成果中仍有大量未被发现的实质性数学错误?
  • 数学界的抵制行动是否会迫使OpenAI改变其未来科学成果的发布模式或开放模型权重?
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