The way the way we see it, the advances in AI from the past few years that brought it from an unsorted into, like, random, like, you know, niche industry to something which is at the forefront of everyone's lives is the scaling of the model size. And we've had tweaks to maybe get, like, a I I I would say since since like 2022, we would we've gotten tricks to get the model size now maybe a factor of 3 or 4 in terms of, like, real world usage, but it's it's still hard to do very hard to do everything on the edge. Like, the the edge is good for doing things like function calling phone assistance, but it's hard to have, like, open ended conversations. Yeah. At least the job. That means. That means That means That means That means That means That means That means That means That means That means That means That means That means