Axiom Math wants to keep AI slop out of mathematics

It feels like AI is cracking a new math problem every week. Last month, OpenAI alone released 719 manuscripts claiming solutions to some of the field’s hardest problems. Even the computer checks can slip. After years of AI slop, it’s fair to wonder whether math is next.

AxiomMath is betting math can avoid that fate, not by slowing down, but by standing on firmer ground. The $1.6B startup wants to build a verified foundation that AI agents can rely on to write software and, eventually, do science.

On Wednesday, the company announced it had formally verified the Stacks Project, one of the largest bodies of mathematics ever written by humans. Mathematicians often hold Stacks in rare regard—Columbia mathematician Peter Woit has claimed there’s “nothing else really comparable,” comparing the project to “the famous Bourbaki books,” a series that rebuilt math from its foundations in the 20th century. 

Woit’s Columbia colleague Johan de Jong started the Stacks Project in 2005 as an open-source reference. Mathematicians have contributed to it ever since, building out results from college-level algebra all the way up to the field’s most advanced ideas across algebra, geometry, and number theory.