Thanks for the information. I know Google had TPU custom made a long time ago, and that the concept has existed for a LONG TIME. I assumed that a technical hurdle (i.e. VRAM) was finally behind allowing this theoretical (1 token/sec on a CPU vs 100 tokens/sec on a GPU) to become reasonable.
Thanks for the links too!