A successful chess-playing computer would prove either that a machine can think or that chess does not involve thinking. In either case the conception of human intelligence would certainly change.
Computer programs have been successfully applied to games other than chess is the reasoning above is most vulnerable to criticism on the grounds that it does not consider the possibility that.