This fall, Garry Kasparov will begin his first match against a computer since he lost to I.B.M.’s Deep Blue in 1997. Unlike Deep Blue, the new chess computer, Deep Junior, has “accumulated immense knowledge of the game of chess,” says Kasparov, but he holds out hope that human creativity will trump computational brute force.