Mohammad Norouzi

And in a couple hours, you have your landing page up and running.

So we are very, very excited about agenting workflows.

We think this is just at the beginning.

To your point, we need evaluation as part of the loop.

We don't want to have to look at every image.

And then editing will be part of the process.

agenting interaction too.

How we exactly want to compose these different pieces to accomplish a goal is still to be discussed, but we have API and we have MCP and we really want to enable the agentic workflow.

And we think every company is trying to figure it out as well.

So we're really excited about that.

What's interesting is, yes, we have these agents.

A lot of them live in a chat bot.

And that's not enough for iteration, unfortunately.

So I think what's unique about that, you can really scale creativity, like kind of give it some high level direction and ask it to go and explore many different approaches and come back with hundreds of thousands of designs that can be easily looked at.

And then you get a better sense of, okay, I want to explore more in this direction.

So the language model interaction allows for kind of

very large scale exploration of creative possibilities.

But once you know what you want,

you need a UI, you need a UX to be able to go and edit, and whether it's regional editing or text-based editing, I think at the end of the day, you want your canvas, you want to be able to point to things, and then you want to also talk to it with natural language.

And it's actually very hard work because models are changing, and now you're also designing the user interface at the same time.