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We have a long history of using AI to improve Search for billions of people. BERT, one of our first



 Transformer models,
was revolutionary in understanding the intricacies of human language. Two years


 ago, we introduced MUM, which is 1,000 times more powerful than B
ERT and has next-level and multi-


lingual understanding of information which can pick out key moments in videos and provide critically




 information, including crisis support, in more languages. Now, our newest AI technologies — like




 LaMDA, PaLM, Imagen, and MusicLM — are building on this, creating entirely new ways to engage




 with information, from language and images to video a
nd audio. We’re working to bring these latest AI




 advancements into our products, starting with Search.


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