And I'd say then to really roll that forward to today, we see a very healthy ecosystem with genuine demand drivers and the supply is there to fulfill it. 

And so not to necessarily just ape what Jensen says, but You know, AI is a completely new form of compute. 

It cannot necessarily leverage off of prior infrastructures. And so as a value proposition, we see a real opportunity there for end users and the developers to bring to marketplace that intelligence that people are willing to pay for. 

And that's obviously what this is all about.