[Music] [Applause] So my background is in computational neuroscience and applied math. Um I went to Google uh about 12 years ago and uh my my first number of years that that I was working there. The the main project was to add AI features to Android and Pixel phones.So uh most of the AI uh in in those phones uh over those years came from uh teams that I built. Uh some of these features are things like uh face unlocking and um music recognition. This feature called now playing.Uh we built um predictors of ne ...