Thousands of high-severity vulnerabilities in major operating systems and web browsers surfaced via Anthropic's Claude Mythos Preview. The model identified these flaws without explicit training for security research. This discovery forces a rethink of how developers secure code. Frontier Red Team findings prove that LLMs now automate critical vulnerability discovery at scale.