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Applied AI·August 17, 2026·1 min read

An AI agent built a working exploit for this macOS flaw in four hours

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An AI agent generating a working pre-auth root exploit in four hours turns zero-day development into a race you can’t win manually. Security leaders need to assume exploit availability shortly after disclosure — tighten patch SLAs, expand canary and anomaly detection, and treat LLM-accelerated offense as the new baseline.