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Google's AlphaGo AI Beats Human Go Champion

An algorithm developed by Google's sister company DeepMind is once again taking on human opponents in the ancient Chinese strategy game of Go.

 & Tom Brant Managing Editor

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A Google artificial intelligence algorithm on Tuesday inched closer to once again claiming the title of world champion of the ancient Chinese game of Go, besting its human opponent in the first match of a best-of-three championship.

The algorithm, called AlphaGo, is the brainchild of DeepMind, the artificial intelligence research arm of Google parent company Alphabet. It faced off against 19-year old Kie Jie, who is the current human world champion of Go, a strategy game similar to chess that requires players to place black or white stones on a board and capture the opponent's pieces or surround empty spaces to build territories.

"Last year, it was still quite humanlike when it played," Mr. Ke told the New York Times after AlphaGo's win on Tuesday. "But this year, it became like a god of Go."

If the algorithm wins a second game, it will be the second time it has stolen the Go crown from a human opponent. Last year, AlphaGo defeated the previous world champ Lee Sedol in Seoul, Korea. That tournament was a five-game series that saw AlphaGo win the first three matches, although the tournament continued just for fun, with Sedol making a comeback in game four only to be defeated again in the final match.

Go is a strategy game, and its players—human or otherwise—must frequently adapt and adjust to their opponents' moves. That makes it an ideal challenge for artificial intelligence, which can use machine learning techniques to avoid repeating its own past mistakes, as well as those of its human competitors, as DeepMind CEO Demis Hassabis noted during Tuesday's match.

"Ke Jie is using the ideas AlphaGo used in the master series of online games in January against AlphaGo," Hassabis tweeted. "Intriguing to see what it will do."

In the end, the algorithm ended up beating Jie by just half a point, which suggests that the outcome of the final two matches is anyone's guess.

About Our Expert

Tom Brant

Tom Brant

Managing Editor

I’m a managing editor at PCMag.com focused on PC hardware. Reading this during the day? Then you've caught me testing gear and editing reviews of Wi-Fi routers, printers, laptops, and tons of other personal tech. (Reading this at night? Then I’m probably dreaming about all those cool products.) I’ve covered the consumer tech world as an editor, reporter, and analyst since 2015.

I've covered most major consumer tech events, including CES, Computex, Google I/O, and IFA. I've also appeared on CBS News, in USA Today, and at many other outlets to offer analysis on breaking technology news.

Before I joined the tech-journalism ranks, I wrote on topics as diverse as Borneo's rainforests, Middle Eastern airlines, and Big Data's role in presidential elections. A graduate of Middlebury College, I also have a master's degree in journalism and French Studies from New York University.

The Technology I Use

While most people buy a phone or laptop and stick with it for years, I’m lucky enough to use devices based on Android, iOS, macOS, and Windows daily as part of my job. As a result, I cycle through lots of tech in addition to my IT-issue work laptop. (Yes, that's a ThinkPad.) Personally, I’ve also owned a lot of tech products both cutting-edge and cringeworthy, from the Nintendo GameCube and the original MacBook to the Palm m105 and the CueCat.

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