Anthropic's AI model Claude Mythos can now transform security patches into working exploits within an hour, drastically shortening the traditional weeks-long reverse-engineering timeframe and shrinking the window for defenders to respond. This accelerates the “N-day” exploitation race to an “N-hour” reality, rendering faster patching insufficient because patches themselves reveal vulnerabilities to attackers immediately upon release. Organizations must shift to continuous exploitability validation against active controls rather than relying solely on patch speed, using methods like autonomous penetration testing, attacker behavior simulation, and live control effectiveness monitoring to prioritize and prove actual risk exposure in real time.
https://thehackernews.com/2026/07/n-day-is-becoming-n-hour-patching.html