> commodity prices means low profits.

I still don't understand how models being commoditised implies the hardware (NVIDIA) itself being commoditised.

What is the exact mechanism that causes NVIDIA's profit to go lower?

Do you mean to suggest that the bubble popping will simultaneously commoditise models as well as inference hardware?

They are completely different layers and have almost zero correlation. I see no indication that hardware also gets commoditised.