Illia Polosukhin

kind of real world legal and crypto AI into one, right?

I mean, one of the kind of interesting projects is like we have this agentic marketplace that actually has an agentic judge, right?

Agentic editor.

How do you actually plug this in into a real legal system?

Like if people don't agree with agentic judge, how do you go to legal system?

What is all those bits and pieces required to do that?

So I think like that just need to think from that perspective.

And then in broader sense, I think we are in a time where the questions are more important actually than execution.

Like ideas and questions are kind of... Like usually it was like ideas is not worth anything.

The execution is what's worth everything.

I think we're actually shifting in a weird way where...

If you ask the right question, if you really challenge the assumption, you may get ahead way more than if you grind it a bunch.

And so it's very subtle, but I think important transformation is happening.

better formulate, really, really understand like the assumptions behind it, test them, being like, but you can, you know, you don't need to go and like grind, you know, whatever, spend a ton of money, hire a bunch of people, you can actually like test all of that.

Like I have a, I have a gross hacker agent, right?

For example, I told it, hey, you know, go, and so like,

it can generate a bunch of candidates, right?

And so the idea is like, how do you even measure its success?

How do you, like, it's actually defining the success criteria, defining what is important for it.

Then it can go and execute a bunch of stuff and try it and give you back information.