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Claude AI generates 180M lines of code proof, finds hundreds of bugs

By PulseAugur Editorial · [1 sources] ·

Anthropic's Claude model, in collaboration with Theorem, has achieved a significant milestone in formal verification by generating approximately 180 million lines of machine-checked proof for 239 entry points across 123 open-source libraries. This extensive verification effort, far exceeding manual capabilities, uncovered hundreds of bugs that traditional fuzzing methods missed. While direct application of this large-scale verification is complex, a simplified one-hour version of the process is available for developers to use on common code elements like signed download links. AI

IMPACT Demonstrates AI's capability to perform large-scale formal verification, potentially improving software security and reliability across many dependent libraries.

RANK_REASON The item details a research paper and its findings on formal verification using an AI model. [lever_c_demoted from research: ic=1 ai=1.0]

Read on dev.to — Claude Code tag →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Claude AI generates 180M lines of code proof, finds hundreds of bugs

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36 / 100
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The item details a research paper and its findings on formal verification using an AI model. [lever_c_demoted from research: ic=1 ai=1.0]
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paper, model release
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COVERAGE [1]

  1. dev.to — Claude Code tag TIER_1 English(EN) · RAXXO Studios ·

    Claude Formal Verification, the 1-Hour Version

    <ul> <li><p>Claude and Theorem proved 239 entry points in 123 OSS-Fuzz libraries never crash on inputs under 64 MB</p></li> <li><p>The proofs total about 180 million lines of Rocq and turned up hundreds of bugs that fuzzing missed</p></li> <li><p>It targets compiled C, C++ and Ru…

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