Yeah, to your point, I mean, in the study that you ran of 25 practitioners, 19 of the 25 had agents in production And 100% of those, all 19, said they would not let critical actions occur autonomously with an agent without a human in the loop. 

100%. And it was very unclear from reading through the transcripts when that was going to change. And I think there's a degree of uncertainty, right, amongst practitioners. 

And I think this space is very volatile. I think it's going to be developing very quickly. Even just if we sit down at this point next year, I think we will be surprised at how far we've come. 

But I do think there is a lot of learnings because many enterprises are still just turning the lights on and uncovering how their business is using AI and where it's using AI.