Justine Moore

Or is it more thinking about the end user and holistically thinking

what are the different vectors where they want the model to be performant?

Yeah.

You're right.

Yeah, I was going to add, my follow-up was going to be, do you have like one vibe guy or vibe woman internally who's like the taste arbiter?

Because it can be hard to measure taste, but it sounds like you have a group of designers, which is probably better.

Were you getting a lot of demand from enterprises when it was a closed model that wanted to fine tune it on their own data?

Were there use cases where you're like, we really need to open source it now because there's so many cool things that people want to do?

One of the things I think people have been talking about a lot, both for enterprise and actually for consumer, is fine-tuning versus image editing.

I actually think they don't necessarily have to be competitive.

Like some people use image editing as a way of fine-tuning.

Like they say, take this image and put it into this style.

Others think it's much more efficient and consistent to just fine-tune a model to generate in that style.

I know you alluded to wanting to release an editing model further down the line.

So would love to hear how you guys are thinking about that.

I think when you talk both about the design and the art, it really brings back the taste point you made earlier, because for so many sorts of designs, you're trying to communicate some sort of idea, whether it's like an infographic or an ad or a logo or whatever.

And

it kind of needs to stand out and like be distinct to you or have a unique style.

And I've totally noticed what you said.

A lot of the frontier, the like historical frontier image models, like you're scrolling the feed and you just see like, I've now seen this style like 50 times.