Rumman Chowdhury

It's gonna be published in two weeks.

Dr. Rumman Chowdhury.

She runs one of these companies that does, um, model auditing, uh, red teaming.

Um, I mean, they're, they're very skilled at, at coming in and doing this kind of assessment.

So, um, generative AI use.

And with, um, an external, uh, Rumman Chowdhury, who's a kind of global expert on AI evaluation, came up with this socio-technical matrix for AI evaluation.

And again, I'd be really keen to see that we can take the learnings from that project and give it to, you know, all of government once, so that not everyone else is having to come up with the same things.

So pockets of really good work, but I'm not sure that we're yet seeing that kind of learning test at scale that we'd like to see.