> With AI, everyone’s output looks like a Ferrari, so it is hard to know what the internals are like.
Based on my experience, this is a significant issue with AI generated code. You wouldn't expect a real Ferrari supercar to have random internal mechanical components that are, for no reason, completely inappropriate for a high-speed car design. With AI generated code, such inappropriate components can appear randomly at any point in the implementation stack. And very often, they are deeply buried under non-trivial algorithms and are thus not easy to spot.
Based on my experience, this is a significant issue with AI generated code. You wouldn't expect a real Ferrari supercar to have random internal mechanical components that are, for no reason, completely inappropriate for a high-speed car design. With AI generated code, such inappropriate components can appear randomly at any point in the implementation stack. And very often, they are deeply buried under non-trivial algorithms and are thus not easy to spot.