[Condensed from San Diego Union, p. D-1, 15-Jan-90] It takes just seven ordinary, imperfect shuffles to mix a deck of cards thoroughly, researchers have found. Fewer are not enough, and more do not significantly improve the mixing. The mathematical proof, discovered after studies of results from elaborate computer calculations and careful observation of card games, confirms the intuition of many gamblers, bridge enthusiasts, and casual players that most shuffling is inadequate. The usual shuffling done by people produces a card order that is "far from random," Diaconis, the author of the discovery, said. "Most people shuffle cards three or four times. Five is considered excessive." The realization that most shuffled decks are not actually random allows gamblers to improve their odds of winning. "There are people who go to casinos and make money on this," Diaconis said. "I know people who are out there doing that now." Diaconis said he almost never sees a dealer shuffle seven times. Bridge players usually shuffle about four times, except in some tournaments where a computer randomly mixes the cards, said Edgar Kaplan, who is editor and publisher of Bridge World magazine. By saying that the deck is completely mixed after seven shuffles, Diaconis and Bayer mean that every arrangement of the 52 cards is equally likely, or that any card is as likely to be in one place as in another. The cards do get more and more randomly mixed if a person keeps on shuffling more than seven times, but seven shuffles is a transition point, the first time that randomness is close. Additional shuffles do not appreciably alter things.