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English(EN) Cogentic: Multi-Agent Orchestration for Automated Proof Discovery

AI系统推进自动化定理证明和数学发现 · 跟踪2个来源

两篇新研究论文介绍了用于自动化定理证明和数学发现的先进AI系统。第一篇论文详细介绍了一种进化方法,用于设计AI代理与Rocq和Lean等证明助手交互的接口,展示了改进的性能和成本效益。第二篇论文提出了Cogentic,这是一个多智能体系统,它协调Gemini等AI模型来解决数学和理论计算机科学中的开放研究问题,并在几个复杂问题上取得了新颖的结果。 AI

影响 这些进展可以通过自动化复杂的证明过程,显著加速数学和理论计算机科学的发现速度。

排序理由 两篇在arXiv上发表的学术论文,详细介绍了用于数学研究的新型AI系统。

在 arXiv cs.AI 阅读 →

AI 生成摘要 · Google Gemini · 来自 2 个来源。 我们如何撰写摘要 →

AI系统推进自动化定理证明和数学发现 · 跟踪2个来源

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两篇在arXiv上发表的学术论文,详细介绍了用于数学研究的新型AI系统。
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报道来源 [2]

  1. arXiv cs.AI TIER_1 English(EN) · Jules Viennot, Guillaume Baudart, Marc Lelarge ·

    构建Agent/Prover接口:用于Rocq和Lean中成本高效定理证明的进化工具设计

    arXiv:2609.39544v1 Announce Type: new Abstract: Recent achievements in AI-assisted mathematics require intensive interaction of agents with proof assistants to generate machine-checked proof certificates. Agents interact with proof assistants such as Rocq or Lean through an inter…

  2. arXiv cs.AI TIER_1 English(EN) · Yang Cai, Vineet Gupta, Yanchen Jiang, Christopher Liaw, Aranyak Mehta, Grigoris Velegkas, Di Wang ·

    Cogentic:自动化证明发现的多智能体编排

    arXiv:2609.40324v1 Announce Type: new Abstract: We present Cogentic, a multi-agent harness for automated proof discovery on open research problems. While frontier language models can generate strong mathematical ideas in a single shot, single-shot generation is often insufficient…