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Illia Polosukhin

๐Ÿ‘ค Speaker
1100 total appearances

Appearances Over Time

Podcast Appearances

The Neuron: AI Explained
Illia Polosukhin: Fixing the Broken System He Helped Create

Because like model will compress everything at the end.

The Neuron: AI Explained
Illia Polosukhin: Fixing the Broken System He Helped Create

And so instead, what we want to offer, if you kind of use the data from this kind of system, you can get portion of so-called model token.

The Neuron: AI Explained
Illia Polosukhin: Fixing the Broken System He Helped Create

So model token then is a way to receive revenue from this model being used.

The Neuron: AI Explained
Illia Polosukhin: Fixing the Broken System He Helped Create

And so you're kind of getting the upside of this model being used in production.

The Neuron: AI Explained
Illia Polosukhin: Fixing the Broken System He Helped Create

Yeah, so we kind of offer this environment where if you already have built a model, you can just upload it and charge for it.

The Neuron: AI Explained
Illia Polosukhin: Fixing the Broken System He Helped Create

If you're a content creator that has a paywalled content, you can upload it and receive it only at inference time, so it's not going to be used at training time.

The Neuron: AI Explained
Illia Polosukhin: Fixing the Broken System He Helped Create

And if it's an open content...

The Neuron: AI Explained
Illia Polosukhin: Fixing the Broken System He Helped Create

and people training a model in our system using this content, then they'll receive it.

The Neuron: AI Explained
Illia Polosukhin: Fixing the Broken System He Helped Create

But again, this is like only in that condition because we cannot track if somebody else doing it somewhere else.

The Neuron: AI Explained
Illia Polosukhin: Fixing the Broken System He Helped Create

But the idea is like, you know, as kind of the network effects here, you know, kind of come from every direction, right?

The Neuron: AI Explained
Illia Polosukhin: Fixing the Broken System He Helped Create

The more usage come in, the more, you know, people want to serve their models because their users are

The Neuron: AI Explained
Illia Polosukhin: Fixing the Broken System He Helped Create

the more computers there because more users are using it, more models are there, the more content people want to upload because more things are getting paid versus not getting paid anywhere else.

The Neuron: AI Explained
Illia Polosukhin: Fixing the Broken System He Helped Create

So this is kind of like a system to really combine all those different components into one

The Neuron: AI Explained
Illia Polosukhin: Fixing the Broken System He Helped Create

kind of vision of this user on the eye where, you know, we know where data comes in.

The Neuron: AI Explained
Illia Polosukhin: Fixing the Broken System He Helped Create

We have the providence.

The Neuron: AI Explained
Illia Polosukhin: Fixing the Broken System He Helped Create

We know kind of how models are trained.

The Neuron: AI Explained
Illia Polosukhin: Fixing the Broken System He Helped Create

We have the compute that's available around the world.

The Neuron: AI Explained
Illia Polosukhin: Fixing the Broken System He Helped Create

I mean, compute is also like a really big challenge because right now, if I'm a model developer, I'm a closed source model developer.

The Neuron: AI Explained
Illia Polosukhin: Fixing the Broken System He Helped Create

I actually don't trust other model, like other compute providers.

The Neuron: AI Explained
Illia Polosukhin: Fixing the Broken System He Helped Create

Like that's why people trying to like have access to their own GPUs because if they give weights to somebody else, they don't know if those people will leak them.