How AI changing the world explain confident and cohesive Google. How would you describe it? Like, are you getting better at choosing your own dance music? Look, I. I think when you when you undertake a set of things, you know, it takes time. But, you know, internally, we have known all of this was in progress. We've been training Gemini, releasing versions every few months. I think 2.5 was a real breakthrough in terms of capabilities, and it's at the frontier of where the models are. And so putting that in our products across our suite of products, I think that's what makes the story come alive. So candidly, I'm using chat bots more and I'm using Google less. Maybe you are too. What is the fate of search in a world of AI agents and personalized answers? Is it evolution or extinction? Look, people have been asking this question now for a couple of years. You've had these chat bot scale up to hundreds of millions of users. We have grown in queries. So so I think ...
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