 I think this is the year that AI gets less sexy and less scary. And that it gets more utilitarian. That people kind of move past the hype. You look at a lot of these technology life cycles that start, you know, what did we start with? Oh my god, this is the most amazing thing in the world. It's going to change everything. We don't have to work anymore. We can just sit around and magic happens. Then, oh no, the robots are going to kill us. Now we're into like, okay, let's practically look at a list of problems. Which, oh, we'll solve that problem, that problem, not that one, this one. And then, you know, you look at return on investment like any other technology investment. So it kind of becomes a little bit more mainstream, I'd say, for the technologically advanced companies. And then I think this will filter through industries in probably the same order in terms of risk seeking versus risk averse nature that we've seen in other technologies like, like cloud.