If you asked me in 2015, would there be another AWS? I probably would have said, I don't ever think there'll be another hyperscaler. 

It's just too high of a bar to build out. Yeah, that's what I thought at the time as well. This sounds like a wild plan to try to compete with AWS on GPUs, but they proved the market for everybody else. 

And, you know, I think NVIDIA actually has a really smart strategy there in also fostering that ecosystem. 

You know, we've been on Jensen's slide at the GTC keynote a couple of times, and they're really lifting up and highlighting the partners because they're not trying to you know, own everything. 

They're trying to provide the building blocks and support folks, but they're leaving enough room for everybody to flourish and grow. 

And I think Lucas, I think we just illuminated something that's never been written about, but I would just, we'll just call it out here and just capture it.