Web-based chess produces vast amounts of data, millions of decisions per day, incommensurable with traditional psychological experiments. The goodness of each choice can be determined quantitatively since current chess algorithms estimate precisely the value of a position. In a chess game, players choose consecutively around 40 moves in a finite time budget. Rapid chess provides an unparalleled laboratory to understand decision making in a natural environment. Watson Research Center, International Business Machines, Yorktown Heights, NY, USA
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