Anthropic's Claude Mythos Preview identified thousands of high- and critical-severity vulnerabilities across every major operating system and web browser. The model discovered these flaws without explicit training for security auditing. This capability highlights a growing risk as Anthropic and other labs struggle to prevent AI agents from automating complex cyberattacks.