Thank you.

Yeah, I mean, I guess I'll, I'll, I'll go next.

You mean...

This kills me, 'cause you know how, how much affection I have for you.

But ultimately, for me, when we invest, it's the investor-founder dynamic.

And yes, you may have written me, but we had some really deep conversations, and just like I may miss a text from my spouse, which I do.

Sorry, babe.

[laughs] This one the same.

How do solo GPs fit into this world of the AI startup?

Seed strapping, hyperscaling, all, all the, all the, all the buzzwords.

I think solo GPs, particularly pre-seed, early stage solo GPs, to some degree, we don't care.

(laughs) Like, we don't care whether you skip a round, you skip an A, et cetera.

Our money is in, and we can get conviction and see things before others, because we just don't have as much bureaucracy or process.

I mean, I definitely have a team, um, but I am the I- you know, the IC is around, but, like, (laughs) "Do you wanna do the deal? Let's do the deal." Like, "Let's..." (laughs) You know, so, so the idea that you can be in first, at, frankly, low valuations where there's a lot of, uh, w- our investment process, philosophy, and those who do pre-seed, there's a lot of, there are a couple late-stage solo GPs as well, which are great, and, and awesome.

So just speaking from my little neck of the woods on this, all these things that you mentioned, I'm good with any of 'em.

What's been the most surprising? Where have you had to fine-tune your LLM where your perception was different than how it played out? What are some patterns?