Project Glasswing: what Mythos showed us

Mythos Preview demonstrates significant advances in security-focused AI, but reveals challenges in consistent safeguards and managing vulnerability finding noise.

• •Mythos Preview constructs exploit chains from multiple vulnerabilities and generates executable proof-of-concept code to verify exploitability
• •Despite organic guardrails, the model's refusals on security research are inconsistent—identical requests produce different results based on framing
• •AI vulnerability scanners produce high noise with excessive hedged findings; specialized harnesses with narrow scope outperform generic coding agents

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