Why AI raises the stakes for exposure validation

AI dominated the conversation at Fal.Con 2026, but one of the most important takeaways wasn’t simply how AI is changing cyber defense. It was how AI is changing the speed and scale of a problem defenders already face. Security teams already have more vulnerabilities and security signals than they can reasonably act on.