No, the gray square is out now, so now if I look left, I'm looking. Thank you, Sam, otherwise I'm trying to look at the audience as we go. Yep, perfect. Okay, so, I mean, why don't we start it off? I'll kind of open up with a little bit of a discussion and talk about, like, why AI in manufacturing now? Like, why is this a good time for it, and why does it make sense? And so, you know, you're going to see a little bit of both buzzwords, but also, like, real, I want to have the real discussion here, not just the buzzwords that you see in front of you on it. But some of these movements are very real. The first one, I think, is that is really interesting is that, you know, 70 to 80% of people are exploring, in manufacturing, exploring AI, but less than 30% have actually scaled any deployment.

We'll do the best we can. So, Sam, what I wanted to talk about today, and I hope that, and I think you're going to have plenty of questions for us as well, right, is why AI in manufacturing now? Why not two years ago? Why not two years from now? These questions are perfectly legitimate questions, and what the driving forces of AI adoption really are in the industry. And again, based on what I see, I'm one human being on this big rotating planet, but by all means, we touch over 1,000 different customers, prospects, projects, so on and so forth around the globe every year. And so I'm happy to share some of the wisdom of what we're seeing. I also want to talk about sort of understanding the types of AI.