My friend said early AI iterations were really bad at being opaque and that even now if you're having it design the core architecture you're going to have the problems you mentioned. But his job has basically changed to being focused mostly on being that architect. Using the metaphor of constructing a building. He used to have to do a lot of manual labor too, not just be an architect. Now he just has to tell the AI system what to build AND how. But the majority of the actual "construction" work is done by the AI system.
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