 Until now. Yeah. So I'm sorry that you've got to do this again. And if and when you get this up and running, I think you, not if, I bet you when you get it up and running, send me a link, Randy. I want to take a look at your channel. I want to see what you're doing. Maybe there's a way that we can help promote certification in computer land and AI land. Because, you know, education is always key. Let's see. Tiffany in Chicago, Illinois. You're up next.