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English(EN) OEIS Open: How many conjectures can language models turn into theorems?

语言模型在新的OEIS Open基准上证明数学猜想

作者 PulseAugur 编辑部 · [2 个来源] ·

研究人员开发了OEIS Open，这是一个旨在评估语言模型能够证明多少数学猜想的新基准。该基准基于来自整数数列在线百科（On-Line Encyclopedia of Integer Sequences）的492个开放猜想，并已在Lean中形式化，允许通用语言模型自主尝试证明。初步结果表明，语言模型能够以适度的成本解决其中很大一部分猜想，其中一个模型在使用每次200美元的预算时，在一个基准子集上取得了44%的得分。 AI

影响 展示了语言模型自主解决开放研究猜想的潜力，可能加速数学发现。

排序理由 该集群描述了一个新的基准和研究论文，评估语言模型在数学猜想上的表现。

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语言模型在新的OEIS Open基准上证明数学猜想

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该集群描述了一个新的基准和研究论文，评估语言模型在数学猜想上的表现。
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报道来源 [2]

  1. arXiv cs.AI TIER_1 English(EN) · Tom Adamczewski ·

    OEIS公开：语言模型能将多少猜想转化为定理？

    arXiv:2608.11941v1 Announce Type: new Abstract: We construct OEIS Open, a benchmark based on 492 open mathematical conjectures from the OEIS, formalized in Lean by Tsoukalas et al. Whereas these conjectures had previously been attempted only with a bespoke agent, our open-source …

  2. Hugging Face Daily Papers TIER_1 English(EN) ·

    OEIS公开：语言模型能将多少猜想转化为定理？

    We construct OEIS Open, a benchmark based on 492 open mathematical conjectures from the OEIS, formalized in Lean by Tsoukalas et al. Whereas these conjectures had previously been attempted only with a bespoke agent, our open-source evaluation code runs any generic language model …

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