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Claude Mythos Uncovers 10,000+ Critical Software Flaws in First Month

Summary: Anthropic's Claude Mythos model, deployed under Project Glasswing, scanned more than 1,000 open-source projects in its first month and surfaced over 10,000 high-severity vulnerabilities — with more than 90% confirmed as real.

Key Facts

  • 1,000+ open-source projects scanned → 23,019 issues flagged; 6,202 rated high or critical severity
  • 6 independent security firms reviewed 1,752 of the critical findings; >90% validated as true positives
  • In wolfSSL (a cryptography library on billions of devices), Mythos found a zero-day and generated a working exploit capable of forging certificates for fake bank or email sites
  • Anthropic plans to expand Glasswing with US and allied governments, but will not release Mythos-class models publicly until stronger safeguards are in place

Why It Matters

This is the first large-scale demonstration that frontier AI can outpace traditional security tooling in vulnerability discovery. The same capability that makes Mythos a powerful defender also makes access control critical — underscoring why Anthropic is keeping it tightly gated.

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