The cybersecurity industry is approaching an uncomfortable inflection point. AI is rapidly becoming capable of doing work that once required highly skilled security researchers: navigating unfamiliar codebases, finding vulnerabilities, building exploit chains, testing hypotheses and sustaining complex operations for long periods of time. Frontier AI models are not just about discovering vulnerabilities anymore.