Sean Kelly

And it's just, you know, it's happening.

It is happening quickly in large part because every new generation of models that come out,

is enabling the next generation.

So it's like right now it's something like, you know, 80% of code, new code that gets written is using, um, AI coding assistance.

Wow.

Um, like, you know, things like a replit or, or whatever.

Um,

But the AI coding assistants are powered by whatever the latest AI models are.

And so when the next generation comes out, i.e.

GPT-5, that is going to make the AI-assisted coding better, which is then going to write

Better, more efficient code.

You're good.

There we go.

And it is kind of a vicious cycle in terms of it's getting faster and faster.

And not only is AI writing the code that is going to lead to the next generation, it's also helping design the chips.

So if you listen to like NVIDIA or ARM, like they're using AI to help design these chips.

And so the next generation of chips is also becoming dependent on the current generation of AI.

So it's just like...

It's a crazy spiral.

We don't know exactly where, but that's why you have people like Emmett, who you're talking to tomorrow, who are thinking a lot about this alignment problem of how do we make sure humans and AI play nice with each other?