The Claude Mythos Preview model identified new attack vectors against the HAWK digital signature candidate and a weakened version of AES. These vulnerabilities do not currently threaten production systems. However, the findings suggest LLMs are gaining specialized capabilities in cryptanalysis. Security researchers must now account for AI-driven automated vulnerability discovery.