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Advanced statistical techniques (loosely known as deep learning ), access to large amounts of data and faster computers enabled advances in machine learning and perception. [ citation needed ] By the mid 2010s, machine learning applications were used throughout the world. [ citation needed ] In a Jeopardy! quiz show exhibition match, IBM 's question answering system , Watson , defeated the two greatest Jeopardy champions, Brad Rutter and Ken Jennings , by a significant margin.  The Kinect , which provides a 3D body–motion interface for the Xbox 360 and the Xbox One use algorithms that emerged from lengthy AI research  as do intelligent personal assistants in smartphones .  In March 2016, AlphaGo won 4 out of 5 games of Go in a match with Go champion Lee Sedol , becoming the first computer Go-playing system to beat a professional Go player without handicaps .   In the 2017 Future of Go Summit , AlphaGo won a three-game match with Ke Jie ,  who at the time continuously held the world No. 1 ranking for two years.   This marked the completion of a significant milestone in the development of Artificial Intelligence as Go is an extremely complex game, more so than Chess.
Charlie Rose: This is almost like you’re watching something grow up. I mean, you’ve seen—
Patrick Winston. Artificial Intelligence. Fall 2010. Massachusetts Institute of Technology: MIT OpenCourseWare, https:// . License: Creative Commons BY-NC-SA .