[mtgp1000]

I trained a useful neural network and prototyped a viable [failed] startup technology something like 4 years ago on a 1080ti with a mid range CPU. It was enough to get me meetings with a couple of the largest companies in the world.

Yeah it took 12-24 hours to do what I could login to AWS and accomplish in minutes with parallel GPUs...but practical solutions were already in reach. The primary changes now are buzz and possibly unprecedent rate of research progress.