The AI Slop Era: Do most vulnerabilities actually matter?

​AI is flooding security teams with more vulnerabilities than ever—but more findings don’t equal more risk.

​As discovery accelerates, the real challenge isn’t finding bugs—it’s knowing which ones actually matter. And at AI scale, traditional approaches to severity, prioritization, and remediation start to break down.

​So how do attackers decide what’s worth exploiting? And what are defenders getting wrong?

​Join Julian Brownlow Davies (Sr. VP, Offensive Security & Strategy, Bugcrowd) and Alistair G. (Director, Red Team Operations) for a rapid-fire conversation on how to cut through the noise, rethink prioritization through an offensive lens, and focus on what truly drives risk.

​No frameworks. No theory. Just a candid look at what to fix, what to ignore, and how to operate when everything looks critical.