Emad Mostaque

That's a dark road that I don't think they really want to go down and they don't really understand it.

But again, I understand the fear because this is completely unknown.

Just like now from some of my previous comments, got a lot of programmer hate because what is a programmer?

The nature of what an illustrator is will change.

All the artists I know love this technology because it's just another medium for them.

nature of what a programmer is going to change all the architects and 10 times people i know really love this technology and this is what we've seen with like mit studies and other things they had a study where i think they showed that the third to the seventh percentile got like 20 30 40 percent better and the top five percent got multitudes better because again how many people know how to deal with very talented youngsters very few those that can harness it get even better

Well, I mean, we figured out how to scale these chips.

So the previous limit was as you put more and more of these supercomputers together, you had a tailing off as you scaled.

So there's only so much that you could scale the compute.

NVIDIA, Google, and Intel have basically cracked that now in terms of how to just stack more

supercomputer chips to scale to even bigger models or models that are trained for longer so it's either bigger or trained for longer trained for longer seems to be better now and that just means that the capabilities will increase year by year and they're already pretty darn good the key bottleneck will probably just be actually chips to run these models not chips to train these models the inference side because right now you have a small amount of consumer interest next year it becomes insane

Yeah, a small amount of enterprise interest next year becomes insane.

There's not enough GPUs or chips in the world to meet up with that demand.

Yes, we're part of contentauthenticity.org, which is kind of verifiable metadata, but we're looking at blockchain and other solutions, and they can get you so far.

So we actually have invisible watermarking in all the models that we create, and that's why we're pushing for them to be standard, which we don't share the details of except for to the big platforms and others.

It's visible, and then they can have kind of tools around it.

Because we think that's important.

That's why we try to build the defaults into our model.

If you knew how it was.

There may be more than one watermark.