I tend to think that ML is a kind of automated program generation that maximizes a certain metrics given by human. Some of them are based on real data but some

I tend to think that ML is a kind of automated program generation that maximizes a certain metrics given by human. Some of them are based on real data but some aren't (like RL). So it's certainly more than a curve that needs to be fit. It's more like Turing machine fitting.