who's trying to do that task yourself. What what what was just said about efficiency is also deeply true, right? I mean the idea that you are all here at a local AI summit. Presumably you are running AI locally. Presumably you would like it to be faster and better. And presumably many of you are quite uh, quite cracked engineers, right? This is a whole room of people who is going to contribute in some small part to making the ecosystem just a little bit faster, just a little bit more efficient. And while it's true that closed companies can, uh, afford to hire great amazing teams of people, as we saw with Linux over the uh, whole time that it's existed, right? Uh, Linux is the thing that runs the internet, it runs networks, it runs all of these services that, uh, that require it to be hyper optimized in a way that I think you can only get when you have people who are trying to run as resource constrained as possible. And, uh, all of that to wax poetic and say this idea that like local AI and open models in the most efficient version of the of the model ecosystem, uh, is is necessary to do it in the open. I think it's, in fact, not possible to do it behind closed doors cuz you're shutting too many people, uh, that could make that one small contribution, uh, out of the room.