A new analysis argues that large language models (LLMs) function as a 'mutator' or fuzzer, producing rubbish by design and requiring an oracle program to verify correctness, with the key benchmark bei…
Rocq is better than Lean for program verification, according to a LangSec keynote slide by an unnamed author, because Rocq natively supports executable coinductive types and cofixpoints in Type, while…
Researchers at Basis used LLM-guided formal verification to uncover two critical bugs in Linux's nftables firewall compiler and optimizer, affecting every version of Linux since 2022. The verified imp…
Researchers have released Rzk, a proof assistant implementing a refinement of Riehl and Shulman's simplicial type theory (RSTT) for synthetic reasoning about ∞-categories. The tool translates RSTT pro…
TreeThink, a new open-source Python library for neural theorem proving, offers modular asynchronous tree search with native integration for formal verifiers in Lean 4, Rocq, and Isabelle/HOL, achievin…
A user on Hacker News asks for functional search engines for mathematical formulas, noting that existing tools like approach0.xyz, searchonmath.com, and mathweb.org are offline or produce irrelevant r…