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.