The version of Deep Blue that defeated Kasparov in 1997 typically searched to a depth of six to eight moves, and twenty or more moves in some situations. Deep Blue won the deciding game after Kasparov failed to secure his position in the opening, thereby becoming the first computer system to defeat a reigning world champion in a match under standard chess tournament time controls. Дeep Blue's hardware was subsequently upgraded, doubling its speed before it faced Kasparov again in May 1997, when it won the six-game rematch 3ВЅвЂ“2ВЅ. However, Kasparov won three and drew two of the following five games, beating Deep Blue by 4вЂ“2 at the close of the match. In the first game of the first match, which took place from 10 to 17 February 1996, Deep Blue became the first machine to win a chess game against a reigning world champion under regular time controls. Subsequent to its predecessor Deep Thought's 1989 loss to Garry Kasparov, Deep Blue played Kasparov twice more. Garry Kasparov playing a simultaneous exhibition in 1985 Several books were written about Deep Blue, among them Behind Deep Blue: Building the Computer that Defeated the World Chess Champion by Deep Blue developer Feng-hsiung Hsu. Today, one of the two racks that made up Deep Blue is held by the National Museum of American History, having previously been displayed in an exhibit about the Information Age, while the other rack was acquired by the Computer History Museum in 1997, and is displayed in the Revolution exhibit's 'Artificial Intelligence and Robotics' gallery. In 1997, the Chicago Tribune mistakenly reported that Deep Blue had been sold to United Airlines, a confusion based upon its physical resemblance to IBM's mainstream RS6000/SP2 systems. In 1995, a Deep Blue prototype played in the eighth World Computer Chess Championship, playing Wchess to a draw before ultimately losing to Fritz in round five, despite playing as White. ДЄfter Deep Thought's two-game 1989 loss to Kasparov, IBM held a contest to rename the chess machine: the winning name was 'Deep Blue,' submitted by Peter Fitzhugh Brown, was a play on IBM's nickname, 'Big Blue.' After a scaled-down version of Deep Blue played Grandmaster Joel Benjamin, Hsu and Campbell decided that Benjamin was the expert they were looking for to help develop Deep Blue's opening book, so hired him to assist with the preparations for Deep Blue's matches against Garry Kasparov.

Jerry Brody, a long-time employee of IBM Research, subsequently joined the team in 1990. Their colleague Thomas Anantharaman briefly joined them at IBM before leaving for the finance industry and being replaced by programmer Arthur Joseph Hoane. After receiving his doctorate in 1989, Hsu and Murray Campbell joined IBM Research to continue their project to build a machine that could defeat a world chess champion. The machine won the World Computer Chess Championship in 1987 and Hsu and his team followed up with a successor, Deep Thought, in 1988.

While a doctoral student at Carnegie Mellon University, Feng-hsiung Hsu began development of a chess-playing supercomputer under the name ChipTest. Deep Blue's victory was considered a milestone in the history of artificial intelligence and has been the subject of several books and films.

In 1997 it was upgraded and, in a six-game re-match, it defeated Kasparov winning three and drawing one. It first played world champion Garry Kasparov in a six-game match in 1996, where it lost two games to four. It then moved to IBM, where it was first renamed Deep Thought then, in 1989, Deep Blue. Development began in 1985 at Carnegie Mellon University under the name ChipTest. It was the first computer to win a game, and the first to win a match, against a reigning world champion under regular time controls. Deep Blue was a chess-playing expert system run on a unique purpose-built IBM supercomputer.

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