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《科学》 2026年10月8日 · 中文解读

AI已能攻克研究级数学难题

AI for research mathematics has arrived · J. Avigad and M. Ballard
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《科学》杂志刊文评述,Tsoukalas等人开发的AI智能体已能为研究级数学开放问题给出可被Lean证明助手机械验证的形式化证明,标志着AI应用于数学的里程碑。此前2026年2月的First Proof挑战中,谷歌DeepMind与OpenAI的模型已尝试研究级问题,Math Inc.的证明智能体还自动形式化了8维和24维最优球堆积证明。作者指出,这类通用智能体正取代专门训练的系统,但大规模使用AI也可能削弱数学家探索与理解的动力。
原文开头
Artificial intelligence can now solve research problems in mathematics and verify the answers Jeremy Avigad1 and Matthew Ballard2 Every year, at the International Mathematical Olympiad (IMO), precollege students from around the world compete to solve difficult mathematical problems. In 2019, a team of researchers proposed the IMO Grand Challenge, which encouraged researchers to build artificial intelligence (AI) systems to solve IMO problems at the level of a gold medalist. The challenge required the systems to produce proofs that can be checked by a computational proof assistant such as Lean. In 2024, Google DeepMind’s AI system, AlphaProof, provided Lean with proofs of three of the competition’s problems. A year later, four AI systems performed at the level of a gold medalist. …
摘自《科学》(Science)2026年10月8日,J. Avigad and M. Ballard。仅引用开头一小段供了解文章,版权归原刊所有,全文请阅读原刊。
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