Amazon's supercomputer and AI centralization (or not)

Amazon and Anthropic announcement about their "Ultracluster" supercomputer got me thinking about how #ArtificialIntelligence might be standing at a bit of a crossroads...

How centralized will the high-powered #AI of the future be? Does it require the most unique of hardware? Or will people be able to run it on a bunch of old gaming PCs chained together? The technology will determine a lot about the business, and then the business will in turn shape a lot about what technology researchers pursue.

More detail on my (admittedly speculative) perspective in this video...