AI Can Surface More Vulnerabilities Than Ever. Humans Still Have to Decide What Comes Next.

AI tools like Anthropic's Claude Mythos Preview can identify tens of thousands of software vulnerabilities rapidly, but human teams struggle to validate, prioritize, and fix these issues at scale. The cybersecurity bottleneck has shifted from finding vulnerabilities to managing and remediating them effectively.