Now, I mean, as the models get better and better, we still have the issue of moving humans together. And I think the ones that I think the companies that are going to win, you know, they're going to be able to turn individual innovation into collective genius. I think that's going to be the defining characteristic of competition. When code can be generated at will, just about, you can speak these things into existence almost. If you put on your voice mode, you know, voice to text in your command line, the difference is going to be how do we harvest the most effective capabilities, deploy them everywhere, keep everybody on