This market is enormous and will be met with a heterogeneous collection of architectures. It will not consolidate around GPUs. There will be ASICs from hyperscalers, labs, and pioneering architectures like Cerebras - all taking big bites of this enormous market.
AI makes tractable for compute much of the world around us, which wasn't the case prior to AI.