How to Get Into AI?

In the near term, what are the actual innovations that you foresee happening? So the big change is that the kinds of computers that we've been trying to make really fast are built in the von Neumann architecture. Now if you move to specialized hardware, that is sort of much more brain-like, and that runs a bunch of, you know, sort of runs in parallel with a bunch of tiny little cores it will be able to run these models insanely faster.