Why a tiny social media post has mathematicians rethinking AI
Jul 22, 2026
As millions of people were coming down from the excitement of the FIFA World Cup final at the start of this week, a different kind of excitement was building within the mathematical community. Levent Alpöge, a mathematician who works at the artificial intelligence (AI) company Anthropic, casually a
nnounced on X ('hello there the jacobian conjecture is false thanx') that he had found a counterexample to the Jacobian conjecture, a very old and well-known problem in a field of mathematics called algebraic geometry. He had done this using Anthropic's large language model Claude Fable 5, released to the general public only a few weeks ago. ...read more read less