Many times, the really hard problems that I ask AI to solve, it solves it not so well, and that just makes me more frustrated. If you're building that just need to barely work, that's one thing. if you need things to work securely, scale, and be really efficient, I don't see how AI changes things. To the contrary, it might spit out test-cases and sample code to test your hypothesis with, saving you time and frustration, letting you focus on the architecture and problem solving.
I think perhaps moving the goal posts to demand better quality and performance might force people who rely on AI to "think hard". Like your app works fine, now make it load in under a second on any platform.