It's alchemy all over again.
Alchemy involved a lot of do-it-yourself though. With AI it is like someone else does all the work (well, almost all the work).
It was mainly a jab at the protoscientific nature of it.
Reproducing experimental results across models and vendors is trivial and cheap nowadays.