Transcript

And so I think you've probably lived in this world of like this word agents, which did not used to be part of what everybody would talk about, but nowadays is what everybody talks about. And there's been this evolution of not only your framework, but an evolution of sort of the way that the industry talks about it. Can you walk us through sort of like you have a model today, you have these new sophisticated agents along the way? There's been multiple steps to get there. Can you tell us like how you see these like eras or this way that AI agents have evolved even before they were called AI agents? I'll probably focus on things that were like actually good enough to put in production because I think, as mentioned, there's this tool calling thing was there was always inspiration of that in sparks of that. But like realistically, the first things to go into production or probably like a single all on call. Like it wasn't. It was just like single call to an LM mean chat bots are kind of like this, right. And so, like I think the the first wave we saw was like chat bots or assistants or and they were called copilots, but they really didn't do that much for you.