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these, you know, formats last theorem and whatever. It's all over in this wing. But in reality, it directly ties to the optimization of the AI within its own performance and then the self-improvement recursive self-improvement loop. So I mean it's exactly the same process that you were just describing where you just you just have a simple mental model of a mathematical adjustment and then you ripple through all the way to the Nvidia GPU performance at the transistor level. It's just a really >> Dave. I I mean I I think to your point the the crux here and Vlad again would

So I mean it's exactly the same process that you were just describing where you just you just have a simple mental model of a mathematical adjustment and then you ripple through all the way to the Nvidia GPU performance at the transistor level.

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