AMD might win the "AI race" with this. Let the other ones fall, then come in with affordable purpose built hardware that's actually useful.

The general service model won't keep working forever, but a chip that's specifically designed to like translate from Spanish to English, or OCR documents, or whatever other specific LLM task you need is a product that can be sold repeatedly.