John Schulman

But it has more space to look for the circuits to do something useful.

Yeah, I would expect things like, okay, new modalities to be added over time or pretty soon.

Yeah, I would expect the capabilities to generally keep getting better through a combination of pre-training and post-training, and that'll open up new use cases.

So right now...

AI is still not a huge part of the economy.

There's a pretty small fraction of jobs that it can help with at all.

So I'd expect that to be higher over time, and not just from the models improving, also from people just figuring out how to integrate them into different processes.

So even if we just froze the models at their current state, I think you would still see a lot of growth in how they're being used.

I would expect AI to be used much more widely.

I would expect it to be used for more technically sophisticated tasks.

Like I gave the programming example earlier of doing longer projects, but also helping with various kinds of research.

So I would hope that we can use AI to accelerate science in various ways.

just because you can potentially have the models understand all of the literature in a given field and be able to sift through tons of data more than a person would have patience to do.

So I would hope that we can basically

Yeah.

Well, I hope the form factor would basically be that people are still driving all of this and you have your like helpful assistance that you can use.

You can sort of direct and point to lots of different problems that are useful to you.

And everyone sort of has all these AIs helping them do more, get more done.

Yeah, I think, well, we might not want to jump to having AIs run whole firms immediately.

I mean, we might want to have people overseeing these important decisions and calling the shots.