Logan Kilpatrick

Um, and it usually ends up being that the models, the open source models are like six months behind, um, the proprietary models for, for Google at least.

Um, yeah, but it's all the same innovation that ends up being in there.

It's like we, you know, make hill climb on multimodal or long context or reasoning or something like that.

And then it all feeds back into the open model ecosystem.

Yeah, it's a good question.

I think probably vibe coding.

And the reason I say that is I think as someone who's like gone through the pain of learning how to build software, the reality is it's like the...

everyone isn't going to learn how to build software.

But the cool thing, and actually, vibe coding is just one of these examples where AI is lifting, is the rising tide that lifts all boats.

And we see this, and that's why I think some of the broad conversations about

I think there are very real potential negative impacts of AI for people, but I think it's just so incredible and exciting to see this continued trend of the tide lifting all the ships.

And I think vibe coding is one of those examples.

I think there's something interesting about this medical use case, which is really great.

I think there's the tutoring use case, which is really great.

There's all these examples where...

consistently the model is making it so that something that was reserved for a small group of people is now able to be done by a much larger group of people and the direct outcome of that is like hopefully a benefit to humanity and I think there's I agree

Yeah, it's fun to see the vibe coding example because I love building software and I think it's like a great force for economic prosperity and all that stuff.

And I'm hopeful we'll see other examples like this where something that is super high economic value to the world can be done by more people.

And at the same time, this is like the very interesting dovetails, like at the same time that more people are able to do it, the value of the expertise actually isn't diminished and it's further increase.

And I think that's the missing part of this like vibe coding developer story, which is like just because you can vibe code doesn't make it