Right, I wonder just how specialized these chips are. There are still changes in modeling and architecture coming hot off the research presses. It's easy-ish to hard code a specific architecture in your Verilog and claim massive efficiency improvements. While AI is still very much in the research stage, general-purpose is what really matters.