Illia Polosukhin

speaker

714 appearances 3 recordings 1 series first heard Oct 2024 last heard Sep 2025

Illia Polosukhin’s voice in public audio — every appearance, attributed to the second.

Trend

recordings per month · last 12 months

No recordings in the last 12 months.Older appearances are listed below; set an alert to hear about the next one.

Appearances

newest first · ▶ plays the moment

"The Cognitive Revolution" · User-Owned AI: On-Chain Training, Inference, and Agents, with NEAR's Illia Polosukhin · 13 Sep 2025 podcast

First fine tuning, right?

So like you can take existing base model, fine tune it, and again you can fine tune it even on private data.

So I'm as a maybe like institute that collects a lot of ocean data.

I have the data, but I don't have the know how how to fine tune this properly.

So I can partner up with someone who can then fine tune on my data without seeing it, right?

They can effectively dep deploy

like hey, this job into the considential computing, the model the resulting model then you know splits the revenue between the kind of the developer and the data provider.

So you can have all of those different combinations on top.

Uh fine tuning is I would say easier to do when you you know maybe not ha have exact access to the data.

The training is yeah, where if we're talking about like full, you know, fundamental training from scratch, that's where things get really complicated.

And so that's our final step where we're actually putting all of those pieces together.

And there indeed you need like an you know all of those pieces need to really work well where you effectively can kind of iterate on different pieces and sizes and and then really combine it all into a final model.

I would say like to your point about c uh kind of private data, the things there uh there's effectively a few things that will need to happen.

One is um the

they're gonna be a whole separate process of data filtering, curriculum construction, etc.

That again, you can actually benchmark it.

So like I'm I can build a curriculum builder, right?

Like pick different articles and different pieces of data, construct the training set out of it.

Showing 501–520 of 714 · page 26 of 36