I think the dialogue that we're having right now around regulation is actually really quite important. I've been impressed by the degree to which the community has self acted from very early days in terms of AI safety and approaches to that. There's not going to be one size fits all like there's a whole set of safeguards around those but also the way that we're building these things they don't get distributed to the world just by themselves. Yeah thanks so much for the time that's great.

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