Developing special purpose machine learning hardware is part of the goal. I think of it like Formula 1, where the R&D eventually trickles down to consumer hardware.

Also, there's no reason why you couldn't have different competition categories where you're limited to using X dollars worth of time on a specific cloud provider, for example.