Modern generative AI systems, including Anthropic's Claude Mythos Preview and OpenAI's GPT-5.5, demonstrate advanced capabilities in identifying software vulnerabilities. These models can be used by attackers to exploit systems or by defenders to patch vulnerabilities. The article discusses implications for cybersecurity, including increased attack potential and automated defense mechanisms.