Cryptographer says frontier LLMs refuted every P=NP trick from his 30-year attack

naval · x · 2026-10-29

naval resurfaces a claim that open-source cryptography experts are quietly using frontier models to attack crypto problems. In the quoted thread, an expert who built SHA-256 as a Boolean circuit says he fed 30 years of P=NP reasoning to frontier LLMs, which "thoroughly and convincingly refuted" every line of his argument; he argues SHA-256 inversion is likely NP-complete.

Related event: Cryptographer Tests Frontier LLMs on SHA-256 and P=NP, Fails but Gains Insight(2 posts)→

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