Physicist Tobias Osborne unveils Alethfeld, an adversarial LLM framework that verifies mathematical proofs using Claude Opus and Lean. This open-source approach counters proprietary AI theorem provers by exploiting prompt engineering to catch hallucinations and errors, demonstrating viability for research-level mathematics.