Audit write-up on Ironwood's formal verification, where Lean proofs meet Rust and the usual “proved” still needs checking.

What gets proven in zkML is mostly inference bookkeeping, with sumcheck/GKR, quantization, KV caches, and prover hacks.

Programmer-first intro to Clean for circuit devs, with formal verification basics and workflow tips, because debugging is so 2024.