The Patch Gap: Why Defenders Need to Think in Chains, Not Checklists

A new opinion piece argues that traditional vulnerability management is failing because it relies on static CVSS scores rather than dynamic attack path analysis. As AI tools like Anthropic's Claude Mythos accelerate the discovery of thousands of high-severity flaws at machine speed, human remediation cycles can no longer keep pace with the shrinking exploitation windows. First, a security vendor, notes that prioritizing patches solely by severity leads to overlooking vulnerabilities that form critical kill chains. The authors propose shifting to graph-based models that identify "choke points"—specific vulnerabilities whose removal breaks multiple attacker paths simultaneously—to effectively protect critical assets despite resource constraints.