> The models will learn good engineering principles at some point.

This is just silly. It's fairly clear that the current design (by which I mean the entire concept of the deep neural network) has its limits and that they just aren't that good. We're seeing lots of other AI and software engineering brought to bear, but there's nothing 'inevitable' that means this is close.

"at some point" is so vague as to be irrelevant. Fusion might be the dominant source of electricity "at some point". Equally, AI knowing good principles could be 30 years away.

Don't assume that hard intellectual challenges are solvable on faith. Look at what's currently possible.

AI has always been a field where https://imgs.xkcd.com/comics/tasks.png applies heavily.