Artificial Intelligence

Man vs machine: Supercomputer draws first blood in showdown with Go grandmaster Lee Se-dol in Seoul

Go reputedly has more possible board configurations than there are atoms in the universe, and mastery of the game by a computer was thought to be at least a decade away.

PUBLISHED : Wednesday, 09 March, 2016, 12:25pm
UPDATED : Wednesday, 09 March, 2016, 3:45pm

A Google-developed supercomputer stunned South Korean Go grandmaster Lee Se-Dol by taking the first game of a five-match showdown between man and machine in Seoul on Wednesday.

After about three-and-a-half hours of play, Lee, one of the greatest players of the ancient board game in the modern era who has topped the world ranking for most of the past decade, resigned when it became clear the AlphaGo computer had taken an unassailable lead.

Experts were reluctant to tip a winner between Lee and the computer, which has already crushed European champion Fan Hui in a 5-0 whitewash.

AlphaGo’s creators say the computer, which employs algorithms that allow it to learn and improve from match play experience, is even stronger now than when it took on Fan last October.

The five-day battle for supremacy between man and machine is being seen as a major test of what scientists and engineers have achieved in the sphere of Artificial Intelligence (AI) over the past 10 years or so.

Now I think I may not beat AlphaGo by such a large margin like 5-0. It’s only right that I’m a little nervous about the match
Grandmaster Lee Se-dol

The most famous AI victory to date came in 1997, when the IBM-developed supercomputer Deep Blue beat the then-world class chess champion Garry Kasparov. But experts say Go presents an entirely different challenge as the complexity of the game and incomputable number of move options mean that the computer must be capable of human-like “intuition” to prevail.

When Lee first accepted the AI challenge, he had confidently predicted a clear-cut win, saying that AlphaGo’s performance against Fan had been nowhere near good enough to defeat him. But the grandmaster was less bullish at a press conference in Seoul on Tuesday, where he confessed to some pre-match nerves.

“Now I think I may not beat AlphaGo by such a large margin like 5-0. It’s only right that I’m a little nervous about the match,” he said.

Go reputedly has more possible board configurations than there are atoms in the universe, and mastery of the game by a computer was thought to be at least a decade away until the victory over Fan.

“At the beginning of the match, I never imagined I could lose,” Fan said ahead of the showdown in Seoul.

AlphaGo uses two sets of “deep neural networks” containing millions of connections similar to neurons in the brain.

It is able to predict a winner from each move, thus reducing the search base to manageable levels – something co-creator David Silver has described as “more akin to imagination”.

The match at the Four Seasons hotel in the South Korean capital promises a US$1 million payout for the winner.