Claude Mythos 'Discovered' CVE Already Present in Training Data

Analysis reveals Claude Mythos flagged a kernel exploit as a novel CVE, but the vulnerability was a 20-year-old bug already present in training data, exposing a critical evaluation blind spot: AI security tools may pattern-match recycled legacy vulnerabilities rather than discover genuinely new ones. Significant implications for AI-assisted vulnerability research validation.