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Tag: ai driven discovery

2 articles

Cybersecurity team works in a busy operations center with multiple screens and computer equipment.

Vulnerability Management Scrambles to Keep Pace with AI-Driven Discovery

The National Vulnerability Database (NVD) is undergoing a major overhaul as it struggles to keep up with a staggering 30,000 reclassified vulnerabilities, now marked as "Not Scheduled" for further analysis, amid a surge in AI-driven discoveries. This change aims to help manage the overwhelming backlog through selective processing and automation.

Analyst 207
Cybersecurity team discusses around a conference table in a modern operations room.

Vulnerability Management Faces Patch Apocalypse Amid AI-Driven Discovery Surge

The AI-driven discovery surge is creating a perfect storm in vulnerability management, with nearly 48,000 CVEs published in 2025 alone, and a growing mismatch between rapid vulnerability discovery and slower human-led remediation. This has given rise to the "Patch Apocalypse," where the scale, speed, and exploitability of vulnerabilities are outpacing traditional patching approaches.

Analyst 207