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Fan Hui is speaking to a chatty audience at the 2016 European Go Congress in St. Petersburg, Russia, gushing over a game of Go played by one of his mentors. Hui's enthusiasm is infectious--the room's chatter subsides as he pulls up slides of the complex Chinese game, whose players battle to dominate a 19 19 board with black and white tiles called stones. Hui's mentor, AlphaGo, has studied strategies built over the game's 4,000-year history, and has played thousands of practice matches. But a training regiment that took Hui years to perfect, AlphaGo did in about four weeks. The game Hui showed to the Saint Petersburg audience is one that the machine played against itself, and to Hui, is an example of the beauty of AlphaGo's strategic mind Even the smartest humans miss patterns that computers see instantly. Problems like file-compression, translation, and custom drug fabrication have millions of variables and data points whose limits exceed human understanding dozens of times over.

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