An advanced Anthropic model identified security vulnerabilities within classified U.S. government computer systems during controlled testing. The discovery highlights the dual-use risk of LLMs in offensive cyber operations. This result forces a critical re-evaluation of how federal agencies secure sensitive infrastructure against AI-driven exploits. Security practitioners must now prioritize automated red-teaming.