Is there anything from Oklahoma's experience so far you think we should highlight that we haven't already mentioned?

Yeah, you know, so I, first of all, just want to commend Jeff and his team for the amazing work that they've done.

And Jeff, you alluded to earlier sort of how I think Oklahoma is really becoming a leader in this space.

And, you know, I think what they were able to do is largely, you know, take... you know, what we did in Virginia with sort of deploying AI and looking at regulations and really sort of build on that and really, you know, extend it into a lot of different areas.

And I think that shows, one, how quickly the technology is advancing.

So, you know, back when we did our pilot program back in the middle of 2025, you know, the technology was sort of at one level.

Now, in just that year's worth of time, It's really evolved substantially, and I think that's why Oklahoma has been able to sort of just do so many different things.

And the federal government can take lessons from the states on this.

Is there anything from Oklahoma's experience so far you think we should highlight that we haven't already mentioned?

Yeah, you know, so I, first of all, just want to commend Jeff and his team for the amazing work that they've done.

And Jeff, you alluded to earlier sort of how I think Oklahoma is really becoming a leader in this space.

And, you know, I think what they were able to do is largely, you know, take... you know, what we did in Virginia with sort of deploying AI and looking at regulations and really sort of build on that and really, you know, extend it into a lot of different areas.

And I think that shows, one, how quickly the technology is advancing.

So, you know, back when we did our pilot program back in the middle of 2025, you know, the technology was sort of at one level.

Now, in just that year's worth of time, It's really evolved substantially, and I think that's why Oklahoma has been able to sort of just do so many different things.

And the federal government can take lessons from the states on this.

What was the process in the beginning? And then I want to talk about sort of how it changed with AI.

Yeah.

Yeah.

Great question.

You know, and that's something we kind of You know, the timing was really, really interesting because in 2022, I mean, if I remember correctly, I think ChatGPT had sort of just first kind of hit the market.

You know, it was the first time people were really being exposed to AI.

But it was still, you know, rapidly developing technology, as it still is.

going from by hands, so to speak, to using the AI, how much quicker did the work happen?