So I wanted you to talk because you didn't you look like you was about to say something but you know

opportunity to say something. Well, just in AI, I was I was going to just say that I think it's also

like a term that's batting around in this way that it's like what really is AI? Because

AI to me really is like machine learning where machines are teaching it you know a lot of what

masks it as AI in some ways is just like complex algorithms attached to the large language model

right but it's I think we're still a ways away from like I I don't know where the definition of

AI or the singularity actually becomes right where it's actually thinking making decisions

teaching itself and how far away we are I do think just to you know it's it's a pretty scary

proposition because I think it needs more ethical thought and moral thought around where it's going

I think as a society it's too easy for us to just build the atom bombs and then oh shit one

goes off or you know and so I think there's a lot of danger around I you know,

herriary wrote sapiens and also it's only like 23 lessons for the 21st century and and some books

and in that like his theory is the industrial revolution replaced bodies and now the intelligence

or digital revolution culminating ultimately with AI is going to replace minds right and so

in the industrial revolution those jobs got replaced by programming jobs or the people that

make the machines and things like that and then you know kind of wears the next thing if they're

so I think it's I think there's a lot a lot to think about I'm not answering from an investment

standpoint as much as just and you know for my personal company I just look at like is it in a

spot right now where in the foreseeable future it's going to leverage a business return for me it's

going to either have less friction more market or how am I applying it to the business in a way

that's meaningful and not just like oh let's just you know kind of put this new program in and

but it's it's hard not to think that in 10 years every kid will have an AI tutor right like if

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