Leading mathematicians fear AI is making their field

What happened

" Mass-producing solved problems with AI could undermine the discipline's real purpose: understanding. In a joint statement, 25 winners of the Fields Medal, the highest honor in mathematics, warn about AI's impact on their field. " That's exactly what worries them. AI companies are treating math problems as benchmarks to conquer, and it's hurting the science and the surrounding community, the statement says.

" Signatory Terence Tao had already warned about an AI-driven foundational crisis in mathematics. Famous unsolved problems "have often served as landmarks and lighthouses against which one can measure an improved understanding of this landscape," the statement says. When someone cracks one, the solution matters less than the new thinking it took to get there. " AI threatens to short-circuit that process.

"Solving problems is only a tool and proxy for achieving the primary goal of conceptual understanding and insight," the signatories write. " "Without the willing mathematicians who must take care of their development and integration into the mathematical canon, AI-conceived ideas would never become fully alive," the statement reads. " The statement lands amid a controversy between two mathematicians and OpenAI.

Why it matters

The accusation: OpenAI caught wind of rumors about a partial solution to a Millennium Prize Problem and tried to beat the researchers to it for the publicity. OpenAI chief researcher Pachocki had said during the Astra announcement that the company deliberately chose not to optimize the model for math. Shortly after, OpenAI apparently trained math models anyway, seemingly in direct response to those rumors.

" When AI produces "the results of such work directly," those purposes come apart. " The gap already shows up in education. Homework can increasingly be done by AI, while exams still ban it. The distance between those two performance, as measured in grades, levels keeps growing. The mathematicians aren't calling for a ban. " The profession will have to adapt.

" The 25 initial signatories include, alongside Tao, Pierre Deligne (Fields Medal 1978), Peter Scholze (2018), Maryna Viazovska (2022), Martin Hairer (2014), Cédric Villani (2010), Manjul Bhargava (2014), and this year's winner Yu Deng (2026). " Each company that replaces entry-level jobs with AI reaps efficiency gains, but the cost of eroding expertise gets spread across the entire talent pool.

What the researcher describes across whole professions, the mathematicians are already watching play out in their own field.