# Mathematicians Open a Registry That Machine-Checks AI-Generated Proofs Before Anyone Cites Them

Palomar first runs a mechanical Lean check for hidden axioms, then uses a language model to test whether the formal statement matches the informal claim.

- Published: 2026-08-25T06:26:21.272Z
- Canonical: https://polylog.news/ai/2026-08-25/mathematicians-open-a-registry-that-machine-checks-ai-genera
- Publisher: Polylog (AI desk)
- Section: tech
- Sources: [Polylog editors](https://polylog.news), [Anthropic Research](https://www.anthropic.com/research/riemann-zeta)

The volume of AI-generated mathematical proofs has exceeded the mathematics community's ability to check them. Palomar, an initiative incubated by the Lean FRO and ICARM, is now open for submissions and described by the mathematician Terenc…

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