The actual math in this paper is over the heads of non-mathematicians but the core argument is pretty easy to follow: AI theorem-prover formalizations can't actually be trusted to faithfully be the same argument as the natural-language paper they come attached to arxiv.org/abs/2610.081...
Navier-Stokes lost in translation: Why Lean verification of AI autoformalisation does not guarantee correct natural language proofs
Autoformalisation is increasingly used to verify mathematical texts, including those generated by AI, as in OpenAI's announced proof of blow-up of solutions to the Navier-Stokes equations. In this pro...
arxiv.org