cs.AI updates on arXiv.org 07月25日
In Reverie Together: Ten Years of Mathematical Discovery with a Machine Collaborator
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文章介绍了由自动化猜想系统TxGraffiti生成的四个图论未解猜想,这些猜想基于自然图不变量,并在数百个图中得到验证,邀请数学家和AI系统共同探索。

arXiv:2507.17780v1 Announce Type: cross Abstract: We present four open conjectures in graph theory generated by the automated conjecturing system \texttt{TxGraffiti}. Each conjecture is concise, grounded in natural graph invariants, and empirically validated across hundreds of graphs. Despite extensive effort, these statements remain unresolved--defying both proof and counterexample. They are not only mathematical challenges but creative expressions--born of symbolic pattern recognition and mathematician-defined heuristics, refined through years of human dialogue, and now offered back to the community as collaborative artifacts. These conjectures invite not only formal proof, but also reflection on how machines can evoke wonder, spark curiosity, and contribute to the raw material of discovery. By highlighting these problems, we aim to inspire both human mathematicians and AI systems to engage with them--not only to solve them, but to reflect on what it means when machines participate meaningfully in the creative process of mathematical thought.

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图论 未解猜想 人工智能 数学
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