Neolabs keep moving down the stack.

Neoclouds want to do neolab things and now chipmakers want to do neolab things

> Neoclouds want to do neolab things and now chipmakers want to do neolab things

We don't know what the right integrations are. Is it the chipmakers with the toolmakers? The front-end makers with the model designers? That's the current set-up. But there might be another industrial configuration that is superior.

AMD is still struggling to establish itself in AI. That makes it a worthy competitor. Its agglomeration of talent and resources is probably, knowing little else, good.