> Those big changes always happens because someone presented a simpler model that explains stuff enough we can build stuff on it.

Again, no it doesn't. It didn't with industrial steelmaking, which was ad hoc and lucky. It isn't with AI, which no one actually understands.

I’m pretty sure there were always formula for getting high quality steel even before the industrial age. And you only need a few textbooks and papers to understand AI.