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For inference they already face competition: that deal OpenAI announced with AMD .. at a certain point it will be worth broadening away from CUDA.

Yep, and don't forget about Mojo, which has the potential to make such a transition less painful.

Possibly, yes, but so far, it's barely noticeable, hardly a threat.