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OpenAI称下一代模型Astra产生10项数学与理论计算机科学新结果

OpenAI员工称,内部版本的下一代模型Astra为10个长期开放问题给出了新结果,并提供了可由Lean检查的证明证书。相关成果涉及群论、冯·诺伊曼代数、球面堆积和理论计算机科学等领域。

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OpenAI研究人员在社交平台上介绍了下一代模型Astra的一组内部测试结果,称该模型在数学与理论计算机科学领域产生了10项新结果。公开提到的方向包括非sofic群、冯·诺伊曼代数、高维球面堆积、密码学、电路复杂度,以及多色图中的单色三角形等问题。

据相关帖子和媒体转述,每项结果都配有Lean形式化证明证书,方便使用机器检查其逻辑有效性。OpenAI高管还称,完成这10项工作的计算成本约为2000美元,按Sol API价格估算。

不过,目前可见证据主要来自OpenAI员工的社交媒体发言和媒体报道。除非正式论文、代码仓库及数学界的独立审查得到核实,否则“解决重大未决问题”仍应视为公司方面的初步声明,而非已经广泛确认的科学结论。

来源证据

OpenAI says its next model, Astra, has solved ten open ...thenextweb.com · supporting

OpenAI says an internal version of its next major model, called Astra, has produced ten new results in mathematics and theoretical computer science. Each of the problems had been open for at least a decade. The company published a 249-page manuscript alongside machine-checkable Lean 4 certificates for every result on GitHub. The headline result is the first-ever explicit construction of a non-sofic group, resolving a central question in group theory that has stood since Mikhail Gromov introduced the concept of soficity in 1999. No mathematician had managed to prove or disprove whether non-sofic groups exist in the 27 years since. [...] OpenAI’s head of mathematics research, Sebastien Bubeck, confirmed the results on X, calling them “beautiful” and noting that each ships with a Lean certificate and a chain-of-thought walkthrough. The total compute cost for all ten solutions was roughly $2,000 at Sol API rates, according to OpenAI. The announcement lands against a backdrop of escalatin

OpenAI Next Major Model Astra Solves Major Math Problemsnextbigfuture.com · supporting

Non-sofic groups exist A group is sofic if finite pieces of its multiplication table can be approximated (in a precise sense) by permutations of finite sets. This notion, introduced by Gromov around 1999 (with the name coined by Weiss), generalizes both amenable and residually finite groups. Gromov asked whether every countable discrete group is sofic. The question remained open for ~27 years. > yes, nonsofic groups exist: this statement is one of many new beautiful results proved by Astra, our next major model. > > We're releasing 10 such Astra proofs, complete with lean certificates and CoT walkthroughs for each of them. The results are wide-ranging, from von Neumann… > > — Sebastien Bubeck (@SebastienBubeck) August 1, 2026 Connes rigidity [...] Skip to content NextBigFuture.com # OpenAI Next Major Model Astra Solves Major Math Problems by Brian Wang Sebastien Bubeck of OpenAI says “yes, nonsofic groups exist”—as an example of “many new beautiful results” from Astra, nex

Techmemetechmeme.com · supporting

Dr Singularity / @dr\_singularity: What insane times we live in. I said a few days ago that the math Singularity is here. Now we have even more proof that it's really happening. OpenAI's upcoming Astra model family cracked 10 major unsolved problems across mathematics, quantum complexity, and theoretical computer science. Dean W. Ball / @deanwball: Everyone in the world will soon be able to use the model that made these breakthroughs for every problem they face in life, no matter how mundane, at a cost that will fall dramatically in a matter of months. I still struggle to get my head around this fact. Tibo / @thsottiaux: The week was for efficiency. The weekend is for 10 major breakthroughs in science. There will be signs. [...] Sebastien Bubeck / @sebastienbubeck: yes, nonsofic groups exist: this statement is one of many new beautiful results proved by Astra, our next major model. … Derya Unutmaz / @deryatr\_: Another major historical milestone in the age of AI has been a

Greg Brockman (@gdb) on Xx.com · supporting

Log inSign up ## Post user avatar Greg Brockman OpenAI @gdb ten significant advances in mathematics and theoretical computer science. solved using an internal version of Astra, our next major model, for a total cost of about $2000 at Sol API prices: user avatar Sebastien Bubeck @SebastienBubeck 23h yes, nonsofic groups exist: this statement is one of many new beautiful results proved by Astra, our next major model. We're releasing 10 such Astra proofs, complete with lean certificates and CoT walkthroughs for each of them. The results are wide-ranging, from von Neumann 7:39 AM · Aug 1, 2026707KViews user avatar 🚨 AI News | TestingCatalog @testingcatalog 22h Will it be a GPT-6 tier? 👀👀👀 7.3K user avatar 🩵BlueBeba🩵 @Blue\_Beba\_ 23h

Sebastien Bubeck (@SebastienBubeck) / Xx.com · supporting

Log inSign up Sebastien Bubeck user avatar Sebastien Bubeck I work on AI at OpenAI. Former VP AI and Distinguished Scientist at Microsoft. Seattle, WA sbubeck.com Joined January 2012 1,483 Following78.8K Followers RepliesRepliesArticlesArticlesMediaMedia Don't miss what's happening People on X are the first to know. Log inSign up Pinned user avatar Sebastien Bubeck @SebastienBubeck Aug 20, 2025 Claim: gpt-5-pro can prove new interesting mathematics. Proof: I took a convex optimization paper with a clean open problem in it and asked gpt-5-pro to work on it. It proved a better bound than what is in the paper, and I checked the proof it's correct. Details below. 7.3M user avatar Sebastien Bubeck @SebastienBubeck Jul 25 [...] 23K user avatar Sebastien Bubeck @SebastienBubeck Jul 21 True story. Very good safety work being done to enable the release of the unit distance model! user avatar Andrew Curran Jul 20 OpenAI h

Tibo on X: "The week was for efficiency. The weekend is for 10 major breakthroughs in science. There will be signs." / Xx.com · supporting

Log inSign up ## Post user avatar Tibo @thsottiaux The week was for efficiency. The weekend is for 10 major breakthroughs in science. There will be signs. user avatar Sebastien Bubeck @SebastienBubeck 23h yes, nonsofic groups exist: this statement is one of many new beautiful results proved by Astra, our next major model. We're releasing 10 such Astra proofs, complete with lean certificates and CoT walkthroughs for each of them. The results are wide-ranging, from von Neumann 2:13 PM · Aug 1, 2026417.3KViews user avatar Abro @br\_huni 15h I know it was a reset only a few hours ago, but I already miss it😭😭 10K user avatar Bren @BrenBuilds 16h Tibo my wife said NO more resets this weekend plz 9.7K user avatar Lisan al Gaib [...] 9.7K user avatar Lisan al Gaib @scaling01 16h and what about next week? 3.8K # Join the conversation Read 336 more replies