AlphaProof Code深度验证复杂软件

November 10, 2026 Research

Introducing AlphaProof Code: a breakthrough in verifying complex software at depth

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How Google DeepMind researchers built a new agentic framework that formally verified the code of Signal’s cryptographic protocol — long considered to be a grand security challenge

Today, we’re sharing a milestone in software security long considered to be a grand challenge: Google DeepMind researchers guided AI agents to mathematically prove key security properties of the actual code underlying the Signal protocol, the technology that protects billions of private conversations in apps like Signal and Google Messages.

This breakthrough discovery was made using AlphaProof Code, a novel agentic framework for formal verification at unprecedented depth that combines human expertise with AI agents. Formal verification—mathematically proving code runs correctly without flaws—is the highest standard of security assurance; however, it is difficult and often labor-intensive.

Our work marks the first time AI has been used to formally verify a widely deployed cryptographic protocol at this depth. It's also the first time the implementation of a widely deployed protocol like this has been formally verified by any method, with or without AI.

How we verified Signal

AlphaProof Code is a multi-LLM agentic framework that splits the work of formal verification the way a research team would: human experts work with AI to decide <