So when you say AI and talk about what AI can do, You know, is this, you know, dynamic template generation through generative AI? Is it sort of having agents? What's what is it? Is it passive? Is it active? What does this actually look like in practice for some of these situations?

Yeah, so the very first use case, so I'll use the excuse.

I came from the UK to study at Stanford and the Americans drive on the other side of the road.

So I'll use that excuse, but really I was a terrible driver.

And so I was getting all of these expensive parking tickets and I couldn't afford to pay them.

They were like $300 each, very, very expensive.

And so I became an accidental expert at how to get out of tickets.

I guess for me, what's interesting, Josh, is not just the technical challenges, but some of the some of the technology that's out there and the way that you're able to overcome some of these challenges.