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X · Linus Ekenstam·· 3 小时前精选AI 评分58

Axiom 将 Stacks Project 全量转为 Lean 形式化代码

Everyone assumes AI-written code at scale means a giant pile of slop. Me too at times. Axiom just put out the best counterexample I've seen. They took the Stacks Project, the reference every algebraic geometer works from, built up by the math community over two decades, and turned the whole thing into Lean. Millions of lines, and every single one is checked by a computer. It either holds up or it doesn't compile. What gets me isn't even the size, it's the structure. Stacks is this massive web where every result leans on a bunch of others. Axiom compares it to the glass pyramid at the Louvre, all these individual pieces that only make sense once you see how they fit together. They kept all of that intact, just in a form a machine can check. They ran their agents like a software team to do it, with some owning the architecture, some the core definitions, some the individual proofs, and humans at the top. To be clear, the math is still human work. People wrote Stacks. What's new is that i

AI 导读

Axiom 把数学界积累二十余年的代数几何参考项目 Stacks Project 整体转成 Lean,数百万行代码全部由计算机逐行校验,不成立就无法编译。转换保留了原项目各结论相互依赖的结构,Axiom 让多个智能体像软件团队一样分工,分别负责架构、核心定义和单个证明,人类在顶层把关。作者强调数学内容仍是人类成果,新变化在于它成了 AI 智能体可以继续构建新数学的已验证基础。

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Axiom 把数学界二十年积累的 Stacks Project 转成 Lean,可围绕多智能体分工与人工把关讲清这套工程化流程。

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Linus ✦ Ekenstam@LinusEkenstam

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Everything AI + Robotics, deep dives, hottakes. I help business and individuals overcome in the age of AI. Optimist [email protected] for partnerships 🤝

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