Anthropic's Mythos model identified security vulnerabilities within classified US government systems. A federal official confirmed the discovery to the Associated Press on Tuesday. This incident highlights the dual-use risk of advanced LLMs in cybersecurity. Practitioners must now weigh the utility of automated red-teaming against the risk of leaking sensitive infrastructure flaws.