Lean Verified Transformers — Lean Verified Transformers

kept by solstice sep 22

This post shows how to use Lean to write AI-generated proofs verifying equivariance and invariance properties of Transformer neural networks.

8db-navier-stokes-evidence/explainability/article.md at main · 8Braid/8db-navier-stokes-evidence
The article shows how a visual interactive companion explains a Lean‑checked step in a forced Navier‑Stokes proof, clarifying when guarantees hold and when they fail.
also on Lean
Terence Tao, le mozart des maths modernes, utilise un mème pour expliquer le défi des maths à l'ère de l'IA - Numerama
Terence Tao uses a Bronze Medal meme to argue that AI-generated mathematical proofs are just the first step, with true value requiring verification, clear explanation, and eventual textbook canonization.
also on Lean