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Vitalik Buterin · AI Agent · Ethereum ·

Ethereum Foundation Set AI Agents Loose on Its Code: Here’s What They Actually Flagged

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Ethereum Foundation blog detailing the false positives encountered from its recent tests.

The Ethereum Foundation’s protocol security team ran coordinated artificial intelligence (AI) agents against the code Ethereum depends on, surfacing at least one remotely exploitable bug along with a flood of convincing false positives that humans had to untangle.

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Summary

Ethereum Foundation AI agents uncovered CVE-2026-34219, a remotely-triggerable bug in libp2p’s gossipsub. One agent produced about 1,000 candidate findings, with 86% of top-tier picks surviving expert review. The foundation said July 9 that triage, not bug-finding, is the bottleneck; human validation stays essential. The experiment was detailed published July 9 by Nikos Baxevanis of the foundation’s protocol security team, under a title that doubled as the firm’s thesis, i.e. “The triage is the product.” The findings drew wide attention as the most flagged issues turned out to be false positives (even though there were real bugs in the mix).

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