AI Is Finding Bugs Faster. Now What?

AI Is Finding Bugs Faster. Now What?

June 24, 2026 · 47 min

About this episode

The episode discusses the impact of AI on vulnerability discovery and its implications for defenders.

AI is accelerating vulnerability discovery, so what impact is that having on defenders? In this episode of Beers with Talos, Hazel, Bill, Joe, and Dave are joined by Nick Biasini to unpack what attackers are doing with AI-assisted vulnerability discovery, why local models rather than frontier models may be a more attractive route for them, and the vendors who are now drowning in a flood of bug reports (many of them junk) as AI sifts through decades of technical debt with nothing but time and ...

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