Anthropic’s Mythos has emerged as a powerful AI-driven tool for identifying security vulnerabilities in open-source software. With a recent evaluation uncovering over 6,000 high-severity bugs across 1,000 projects, it demonstrates its potential in enhancing software security. Still, challenges like false positives necessitate careful triage and human oversight to maximize effectiveness.