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There is. It does 16k tokens per second. https://chatjimmy.ai/

Weren't the Google TPU stuff that already? Wikipedia says that's from a decade ago.

Mining is all compute and no IO. Training particularly is heavy compute and insane IO.

They've been putting TPUs in processors for a while now.

There are asics for ai. They're called gpus / tpus.