Proof of Understanding: Is Knowledge Still the Name of the Game in AI-Driven Programming?

Let's start with the core dilemma, because everything else is downstream of it: how do we guarantee quality at AI code-generation velocity? In other words, how do we preserve our standards for code quality without canceling the speed boost that AI gives us in the first place? Two opposing positions