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Kotok-McCarthy

Early Chess Programs at MIT
1957–1958 routines by John McCarthy and Paul W. Abrahams IBM 704
1959–1962 Kotok-McCarthy IBM 7090
1965–1967 The Greenblatt program (Mac Hack) DEC PDP-6

Kotok-McCarthy also known as A Chess Playing Program for the IBM 7090 Computer was the first computer program to play chess convincingly. It is also remembered because it played in and lost the first chess match between two computer programs.

Between 1959 and 1962, classmates Elwyn Berlekamp, Alan Kotok, Michael Lieberman, Charles Niessen and Robert A. Wagner wrote the program while students of John McCarthy at the Massachusetts Institute of Technology.

Building on Alex Bernstein's landmark 1957 program created at IBM and on IBM 704 routines by McCarthy and Paul W. Abrahams, they added alpha-beta pruning to minmax at McCarthy's suggestion to improve the plausible move generator. They wrote in Fortran and FAP on scavenged computer time. After MIT received a 7090 from IBM, a single move took five to twenty minutes. By 1962 when they graduated, the program had completed fragments of four games at a level "comparable to an amateur with about 100 games experience". Kotok, at about age 20, published their work in MIT Artificial Intelligence Memo 41 and his bachelor's thesis.

In 1965, McCarthy, by then at Stanford University, visited the Soviet Union. A group using the M-2 computer at Alexander Kronrod’s laboratory at the Moscow Institute for Theoretical and Experimental Physics (ITEP) challenged him to a match. Kronrod considered Kotok-McCarthy to be the best program in the United States at the time. Although some of its faults were known in 1965 and were corrected in the Greenblatt program at MIT Project MAC, Kotok-McCarthy was no longer in development and was three years out of date.


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