Mathematicians issue declaration: AI companies' benchmark race misaligned with math community
rao2z · x · 2026-09-12
The Math and AI community site has published a declaration arguing that while LLMs' mathematical capabilities have improved dramatically—now solving major open problems across fields—AI companies' push to use mathematical problems as benchmarks harms the science of mathematics.
Key arguments:
- Famous open problems serve as landmarks: their value lies in the new ideas and methods generated, which the community refines over years into textbook material for students.
- The goals of AI companies are severely misaligned with those of the mathematical community, whose most precious resources are students and ideas.
- The authors frame this as part of broader alignment issues affecting other scientific and creative professions, and society at large.
Quoting commenter rao2z: every technological disruption upends someone's way of life, and those directly affected—even geniuses among them—may not be the most impartial assessors of costs and benefits.
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