The Ethereum Foundation says its AI-assisted audits have turned up real, exploitable bugs in smart contracts — not the usual "looks fine, consider refactoring" noise, but actual vulnerabilities that could have drained funds. That distinction matters. For years, AI code review has been a helpful second opinion; this is closer to a first-line reviewer you can run at 3 a.m. without paging a human.
The appeal is brutally practical. Manual audits are slow, expensive, and gated by a small pool of elite reviewers who cannot read every line of every contract. AI auditors do not replace that expertise — they widen the net, catching the obvious-to-a-machine class of flaws before a human ever sees the code. The Foundation's claim that these were genuine bugs, not false positives, is the credibility check the technique needed.
For developers shipping anything with money on the line, the lesson is not "fire your auditors." It is "make the cheap, tireless reviewer read everything first, so the expensive humans spend their attention where it counts." The same logic is already spreading through the coding-agent world, where agents increasingly run their own diff reviews before handing work back.
AI as a security gatekeeper is moving from demo to default.
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