Two recent Dark Reading analyses focus on the same trend: AI is ending the era of hidden vulnerabilities. Both agree that security tools powered by AI are producing a rising tide of bug reports, and that the volume is significant enough to challenge how vulnerabilities are discovered, disclosed, and fixed.
Where they differ is in how worried we should be. The first piece warns that a tidal wave of bug reports is overwhelming software vendors, revealing failures in secure-by-design practices and creating disclosure bottlenecks. The implication is that vendors are not ready for the scale of problems AI can now expose.
The second piece offers a more measured outlook, citing new research suggesting the so-called Vulnpocalypse may not be so overwhelming for enterprise security teams — provided they have the right strategies in place. That means the two reports are not directly contradictory: one emphasizes the burden on vendors, while the other focuses on how enterprises can absorb the surge through better prioritization and response.