I think it's an interesting question of does the first move advantage of open AI really matter and it does right we've seen this attack where, you know, social media companies kind of Rose and fell search engines. And I think yeah, it'll be a sort of pretty chaotic time with no one winning because there's no reason to be locked in to anyone to jump from one chatbot to another. We've got application specific tech here but I'd be curious on that aspect with Google here.