Black Hat USA 2026: Will vulnerability discovery eventually decline in the AI era?

The rapid increase in vulnerability discovery, driven by advancements in AI models like Anthropic's Claude Mythos, is overwhelming cybersecurity teams and raising concerns about responsible disclosure. The sheer volume of newly discovered flaws, coupled with the difficulty of timely patching, could lead to increased cybercriminal opportunities and compatibility issues in production environments. The research suggests a potential shift towards a future with fewer vulnerabilities, but this depends on continued AI model improvements and proactive use of AI by software developers.