# h1: A Taste of the Bitter Lesson in Automated Theorem Proving

Source: https://arxiv.org/abs/2610.35962
Published: 2026-10-25
Status: unreviewed source report

## Source excerpt (up to 25 words)

> While progress in informal mathematics has come largely from scaling the chain-of-thought and agentic reasoning of frontier language models, formal theorem proving has increasingly relied

## Review question

Inspect the formal statement, imported axioms, admitted lemmas, checker version and correspondence with the informal theorem. A successful compiler exit alone does not prove that the intended question was formalized.

No independent proof check or claim of peer review.