I mean, I don't know. I mean, we'll see. I definitely, I'm definitely sad about the fact that my attention span has gotten shorter, and I don't read as much as I used to. Like, I guess I consume maybe as much text and as much media by, you know, I'm watching more videos, and I have a hard time reading a book, you know. And I used to read a lot of books. I think a lot of people were like that. I mean, normal people used to read books, you know, and now, I mean, would people read the Hardy Boys now? I don't know. So it definitely transforms things. It's not necessarily better or worse. One thing I would say, though, going back to jobs for a second, is, I do think it's interesting to think about jobs as fundamentally being of two types. Well, multiple, right? But the two major types is either you have some sort of, like, you know, here's like, basically, like, an input that you're replicating, right? Like you're driving people, or you're moving something, or you're making coffee. So it's something that's like, we focus on being repetitive. But the point is, you're, like, delivering some sort of product, right? You have that kind of job. You have monitoring, you know, basically your typical SRE you do nothing until something breaks, and then you fix it, you know, like those guys on the oil rigs with those viral videos where they're basically fundamentally doing nothing, and then they have to do a lot to fix the goddamn machine, right? And then I think the third type of job, which is, you know, well, then you have, like, research and like people like you, you know, who write and summarize things. But then I think you have like, sort of like, system builders, right? And that's generally speaking, the part that I find the most interesting, and I guess I tried to be in right. Like tome, that's the beauty of being like a quant on Wall Street. The quants, like, may not even know what's happening in the market. They could potentially sleep in because you build a system, you back test it, and then you don't even know which stocks you're trading. Now, you do have to check it like, it doesn't mean you don't work, but it's not the same as, like, the guy who has to get up and manually, like, look at the news and react to it and change the positions, you know. Yeah, so, so I think to maybe answer your previous question, I think that generally, I am sort of pro automation. Broadly speaking. I don't agree with, you know, Curt Yarvin on this, for example, Curtis Yarvin, I like his idea, but I don't think it's realistic or desirable to have everything be like, sort of artisanally homemade. I'm glad that works in Japan, but it's not even that common in Japan. Like, it's a small segment, you know, I don't think we should, or will go back to a place where everything is handcrafted, like a cappuccino. I think it's more like, you know, you'll have machines. You'll have people who build those systems. You'll have people who sort of, like, think about it, you know, and comment on it like you, and you have peopel who'll fix it when it when it goes wrong. And I think that's okay. I think that's perfectly fine. And I think some of those jobs, you know, are easier to automate than others, and I think some but, but all of them will use AI to some extent, right? Like person making the machine, the person doing the research, the person figuring out what, you know, why the machine broke, right?