homehome Home chatchat Notifications


Humanity strikes back - Go champion wins round against dominant AI

It's been a tough run for Go champion Lee Se-dol who lost game after game in what could very well be the match of the century, against Google's AlphaGo algorithm.

Mihai Andrei
March 15, 2016 @ 10:53 am

share Share

It’s been a tough run for Go champion Lee Se-dol who lost game after game in what could very well be the match of the century, against Google’s AlphaGo algorithm. He went down 3-0 in the best of five before winning a game, showing that the AI is not out of reach just yet.

Go players in Shanghai demonstrate the traditional technique of holding a stone.

AlphaGo is now 3-1 up in the series after a rather strange game. Commentators noted several unusual moves which they would have classified as mistakes, but given that AlphaGo played extremely unusual moves previously and won, they kept a healthy dose of moderation.

According to tweets from DeepMind founder Demis Hassabis, however, this time AlphaGo really did make mistakes. The AI “thought it was doing well, but got confused on move 87,” Hassabis said, later clarifying that it made a mistake on move 79 but only realized its error by 87. AlphaGo adjusts its playing style based on its evaluation of how the game is progressing, according to the Verge.

Lee entered the post-game press conference to rapturous applause, remarking “I’ve never been congratulated so much just because I won one game!” But he didn’t just win a game – he showed why he’s the 18-time world champion and a living legend. He showed that at least in Go, humanity still has the resources to strike back.

“Lee Se-dol is an incredible player and he was too strong for AlphaGo today,” said Hassabis, adding that the defeat would help DeepMind test the limits of its AI. “For us this loss is very valuable. We’re not sure what happened yet.”

While in its essence, it’s simpler than chess (with all stones being equal), in terms of possible moves and overall strategies, Go is way, way more complex than chess. The total number of moves in Go is estimated at 10761 compared for example to the estimated 10120possible in chess. It would take me about 20 rows just to write all the zeroes 10761 . Just so you get an idea, the total number of atoms in the universe is estimated at around 1080. For this reason, it was thought that AIs would be very slow in reaching human level, but AlphaGo surpassed estimates by some ten years.

Lee was competing for a $1 million prize put up by Google, but DeepMind’s victory means the sum will be donated to charity.

share Share

Did the Ancient Egyptians Paint the Milky Way on Their Coffins?

Tomb art suggests the sky goddess Nut from ancient Egypt might reveal the oldest depiction of our galaxy.

Dinosaurs Were Doing Just Fine Before the Asteroid Hit

New research overturns the idea that dinosaurs were already dying out before the asteroid hit.

Denmark could become the first country to ban deepfakes

Denmark hopes to pass a law prohibiting publishing deepfakes without the subject's consent.

Archaeologists find 2,000-year-old Roman military sandals in Germany with nails for traction

To march legionaries across the vast Roman Empire, solid footwear was required.

Mexico Will Give U.S. More Water to Avert More Tariffs

Droughts due to climate change are making Mexico increasingly water indebted to the USA.

Chinese Student Got Rescued from Mount Fuji—Then Went Back for His Phone and Needed Saving Again

A student was saved two times in four days after ignoring warnings to stay off Mount Fuji.

The perfect pub crawl: mathematicians solve most efficient way to visit all 81,998 bars in South Korea

This is the longest pub crawl ever solved by scientists.

This Film Shaped Like Shark Skin Makes Planes More Aerodynamic and Saves Billions in Fuel

Mimicking shark skin may help aviation shed fuel—and carbon

China Just Made the World's Fastest Transistor and It Is Not Made of Silicon

The new transistor runs 40% faster and uses less power.

Ice Age Humans in Ukraine Were Masterful Fire Benders, New Study Shows

Ice Age humans mastered fire with astonishing precision.