But here in 2026 and looking ahead ever so slightly amid such an AI craze, where do you see algorithmic harms becoming most visible in ordinary life? Like not in the abstract, but in places where people are trying to like get hired or get healthcare or access services or that sort of thing.

Yeah, exactly.

No.

And I think like pointing to the, the 2026 aspect of it is really important because I think we are, you know, we have, the capabilities of these tools are accelerating and the guardrails that we have are not necessarily keeping pace.

I want to say inside the work that's being done, I think the conversations around responsible AI have been going on for years.

And it can feel like a slog when you're kind of like in the trenches, like fighting for things like reasonable regulation and industry commitments and even public awareness and the language to even talk about it.

But I think I want to emphasize that like that has been a fight for every inch of a whole emerging field of responsible AI.

question.