@Scale 2019 Keynote: AI — The Next Big Scaling Frontier
In the past several years, Facebook has made significant progress across computer vision, language understanding, speech recognition, and personalization. But this rapid growth brings with it serious scaling challenges.
In his keynote, Srinivas discusses the trends and opportunities in advancing AI, including learning with less supervision while scaling inference, making AI work for people all over the world (across hundreds of languages and accents), making billions of decisions for personalization, and steering the growth of AI in a responsible way. He also walks through recent advancements Facebook AI has made in deploying research into production quickly.