 And I think that there's other things we've also sort of discovered, right, that there's all these scaling laws. You can find a lot of these now, these like very smooth plots as you increase the amount of compute in a model or the amount of data. And like there's so many different axes you can vary on and they all give you these incredibly smooth exponentials. And I think there's something really deep going on that we sort of from a scientific perspective have been uncovering about, you know, I don't know if it's the nature of our intelligence, but certainly the nature of this artificial intelligence that we are we are creating.