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LLMs are making formal software verification feasible at a much larger scale

AI summary

Claude successfully patched bugs and proved crash absence for 239 entry points across 123 OSS-Fuzz libraries. These proofs, operating on compiled RISC-V instructions, comprise about 180 million lines of Rocq, with a typical proof reaching 600,000 lines for binaries averaging 18,000 RISC-V instructions. The Rocq proof checker ensures correctness, minimizing manual review.

Time & source

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IngestedOffset at this time: UTC+0Oct 23, 2026, 00:00 UTC

Ingested
Oct 23, 2026, 00:00
Source type
Official
Breakout verdict
Basis
Running about 2.0× the median of this source's recent listed items
Metric comparison
425 vs median 207.5 (20 baseline samples)
Detected
10/23, 18:00

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Source·Hacker News·anthropic.com