Powering Facebook experiences with AI

Today I spoke at F8 about how the Applied Machine Learning (AML) team at Facebook is working with dozens of product teams across the company to give people communication superpowers through AI. To do this, we built an AI backbone that powers much of the Facebook experience and is used actively by more than 25 percent of all engineers across the company. Powered by a massive 40 PFLOPS GPU cluster that teams are using to train really large models with billions of parameters on huge data sets of trillions of examples, teams across the company are running 50x more AI experiments per day than a year ago, which means that research is going into production faster than ever. Here are a few of the ways that AI powers various Facebook…

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