cve-prioritization

Covers the practice of triaging known vulnerabilities to decide which ones actually warrant remediation, rather than chasing every CVE. Expect content on exploit likelihood, EPSS and CVSS scoring, threat intelligence, asset context, and the reality that only a small fraction of disclosed flaws are ever exploited. As automated discovery floods teams with findings, the emphasis here is on separating real risk from noise and allocating scarce engineering effort where it changes outcomes.

Figure picking one golden ticket from an endless treadmill of glowing tickets, AI vulnerability discovery economics

ai-vulnerability-discovery, security-triage, cve-prioritization, vulnerability-management, cybersecurity-economics

The Security Treadmill: When Finding Flaws Becomes Free, the Scarce Skill Is Deciding What's Worth Fixing

Autonomous AI systems are collapsing the cost of finding software vulnerabilities toward zero, making known-flaw supply nearly infinite. The scarce, high-leverage work has shifted from discovery to deciding which of the roughly 6% of ever-exploited CVEs actually deserve a fix.