MathAdv Benchmark Shows Theorem Provers Fail on Equivalent Rewrites

A University of Maryland team released MathAdv, an open-source diagnostic benchmark spanning 13 math domains that evaluates theorem provers across four dimensions. It reveals that provers solving original problems fail on equivalent reformulations, showing a passed proof does not mean real mathematical understanding.

2026-09-13 ~ 2026-09-13 · 2 related posts