While AlphaGo is a toy game, but its success and its waking everyone up I think is going to be remembered as the pivotal moment where AI became mature and everybody jumped on the bandwagon. The commercial implications were enormous. It wasn't that the computers beat the humans it was that one type of intelligence beat another.Īrtificial intelligence had proven it could marshal a vast amount of data, beyond anything any human could handle, and use it to teach itself how to predict an outcome.

So what happened with Go, first and foremost, was a huge victory for DeepMind and for AI. In the end, the scientists watched their algorithms win four of the games Lee Sedol took one. It looks like Lee Sedol has just resigned, actually. That move 37 was a move that humans could not fathom, but yet it ended up being brilliant and woke people up to say, 'Wow, after thousands of years of playing, we never thought about making a move like that.' So it studies games that humans have played, it knows the rules and then it comes up with creative moves. It comes up with moves that humans hadn't thought of before.

And because it's an AI system, it's not just following instructions it's figuring out its own instructions. So what happens with machine learning, artificial intelligence, initially with AlphaGo, is that the machine is fed all kinds of Go games and then it studies them learns from them and figures out its own moves. NICHOLAS THOMPSON, Editor-in-chief, Wired: This was the public unveiling of a form of artificial intelligence called 'deep learning' that mimics the neural networks of the human brain. Throughout Southeast Asia this was seen as a sports spectacle with national pride at stake. And yes, it was watched by tens of millions of people. I was one of the commentators at the Lee Sedol games. Google’s AlphaGo was a computer program that, starting with the rules of Go and a database of historical games, had been designed to teach itself. They were sure that Lee Sedol would beat AlphaGo, hands down. You know, if you talk to South Koreans, then Lee Sedol is the world's greatest Go player he's a national hero in South Korea. In countries where it’s very popular, like China and Japan and South Korea, to them, Go is not just a game. PEDRO DOMINGOS, University of Washington: I believe that human intuition is still too advanced for AI to have caught up. Legend has it that in 2300 BCE, Emperor Yao devised it to teach his son discipline, concentration and balance.Īnd over 4,000 years later, this ancient Chinese game would signal the start of a new industrial age.Ĭan machines overtake human intelligence?Ī breakthrough moment when the world champion of the Asian board game Go takes on an AI program developed by Google. There are more possible moves in the game of Go than there are atoms in the universe. This is the world’s most complex board game.

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