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The Starting Point for Reasoning

Joined September 2025
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Most think vibecoding at scale is slop. Here’s a counterexample. Today we release a 16M-line formalization of the entire Stacks Project, critical infra underlying modern math, with optimized code quality and its highly interconnected structure preserved. A mathematical city 🌆
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On math formalization at scale - @axiommathai released a 16M-line Lean formalization of the Stacks Project, the main algebraic geometry reference, built by an AI agent swarm. teapaw.org/axiommathai/status/211…
Most think vibecoding at scale is slop. Here’s a counterexample. Today we release a 16M-line formalization of the entire Stacks Project, critical infra underlying modern math, with optimized code quality and its highly interconnected structure preserved. A mathematical city 🌆
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Axiom retweeted
Replying to @axiommathai
this is pretty incredible
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AI agents now have a formally verified mathematical foundation to build upon: opening the door to discovering and proving new theorems in algebra, number theory, and beyond.
Most think vibecoding at scale is slop. Here’s a counterexample. Today we release a 16M-line formalization of the entire Stacks Project, critical infra underlying modern math, with optimized code quality and its highly interconnected structure preserved. A mathematical city 🌆
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Stacks Project is the prototype… There will be a single journal of mathematics probably which anybody can contribute…
Is math becoming an empirical science?
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In some cases this alone remains extremely valuable like the proof of CFSG by @axiommathai, where we want some initial guarantee about a proof that is unwieldy or where merely correctness is truly a concern. That this sort of work is possible at all remains impressive to me.
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Thanks! Happy proving with Lean!
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Axiom Math announced it has formally verified the Stacks Project, one of the largest bodies of mathematics ever written by humans. A fleet of AI agents translated the library’s roughly 7,654 pages into about 16 million lines of computer-checked code. techcrunch.com/2026/11/05/ax…
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Replying to @axiommathai
Congrats on Stacks, and on closing the 4.35.0 toolchain gap in two days! Genuine question: has anyone pointed this at non-math software, like a lease/lock protocol with a mutual-exclusion goal? Curious whether the core/frontier split survives contact with concurrency.
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🎉 the solution to the moving sofa problem, given by Jineon Baek, is autoformalized in Lean! 66,000 lines of code written in 4 days, passes comparator repo here: github.com/deancureton/Movin… 🧵
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i’m bullish on formalization. so glad @axiomai is doing this. we owe it to math.
Today Axiom formalized the proofs of the celebrated Weil conjectures, foundational pillars of algebraic geometry. This took us less than a day. Had the Stacks project not been formalized with high code quality, this success would've not been possible. What we hope to show is that Stacks is a reusable, foundational library. With the underlying theory built the right way, formalization of acclaimed results naturally fell, just like "a land mass being silently swallowed by the rising sea." This is just the first example of such paradigm shift. From machine-assisted *formal proving* of individual theorems, to autonomous swarms **library building** of entire theories. We are witnessing Grothendieck's vision come to life in Lean. a first-order logic thinker 🤝 a first-order logic programming language
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The Stacks Project, formalized in Lean. stacks.axiommath.ai/ #LeanProver #ITP #AI4Math
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Tune in to hear this Giga Brain talk
Excited to be speaking next week at SGLang Summit by @lmsysorg on how we've built scalable post-training infrastructure to push the frontier of math
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Excited to be speaking next week at SGLang Summit by @lmsysorg on how we've built scalable post-training infrastructure to push the frontier of math
Replying to @lmsysorg
An in-house training stack for mathematical formalization. Tobias Gessler from @axiommathai shares how the team approaches building training infrastructure for this specialized domain.
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Axiom just stress-tested its Stacks Lean library the only way that matters: by building the next proof on it. Weil conjectures -> Lean All four classical statements - including the finite-field Riemann hypothesis - formalized in under a day once the foundations were in place. I'd rather watch a library earn its keep than collect another "AI did math" headline. Via @axiommathai #AI4Science #FormalMath
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Axiom retweeted
Replying to @axiommathai
Didn’t expect this would come true so quickly
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It just keeps getting more insane. These are foundational pillars of algebraic geometry… And they say I took them one day.
We shared our formalization of Stacks. Is it reusable? The true test of a foundational library is what you can build on it. Now, we release the Lean formalization of the proof of the renowned Weil conjectures (I-IV), one of which gives Riemann Hypothesis over finite fields. ✨
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Axiom retweeted
Replying to @axiommathai
Thanks a lot for all of your work, of the entire team - and I also thank all those who contributed on Stacks - Your work is saving us so much trouble... Thank you!
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We need something similar for biology!
Most think vibecoding at scale is slop. Here’s a counterexample. Today we release a 16M-line formalization of the entire Stacks Project, critical infra underlying modern math, with optimized code quality and its highly interconnected structure preserved. A mathematical city 🌆
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Axiom retweeted
Formal-maxxing
Today Axiom formalized the proofs of the celebrated Weil conjectures, foundational pillars of algebraic geometry. This took us less than a day. Had the Stacks project not been formalized with high code quality, this success would've not been possible. What we hope to show is that Stacks is a reusable, foundational library. With the underlying theory built the right way, formalization of acclaimed results naturally fell, just like "a land mass being silently swallowed by the rising sea." This is just the first example of such paradigm shift. From machine-assisted *formal proving* of individual theorems, to autonomous swarms **library building** of entire theories. We are witnessing Grothendieck's vision come to life in Lean. a first-order logic thinker 🤝 a first-order logic programming language
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