Hey Sean. I've contributed to the show before. Um, and I've let you know before that, that I am a real life doctor um and I'm listening to what you're talking about with, uh, AI. You know, before I go into a patient's room, I've actually asked AI, how would you manage the following scenario? And I would say it's pretty spot-on about 80 to 90% of the time. The problem is that when it's wrong, it's way wrong. So you still got to be careful and blood work. Interpretation is hard. I happen to be a doctor that reviews blood work for for living. I'm a hematologist and I often have other doctors ask me how to interpret other people's blood work. So it's it's not a straightforward practice.