An electromechanical gaming machine for applying an anti-cheating system including a real world controller constructed to provide a gambling game; an entertainment software controller constructed to execute an entertainment game; a game world controller constructed to manage the entertainment software controller and communicate gameplay gambling event occurrences based upon a player's skillful execution of the entertainment game that trigger the wager for the gambling game to the gambling game; and the anti-cheating module constructed to: establish a series of penalty thresholds, receive player information for the player where the player information is related to the anti-cheating measure; apply an associated punitive measure if the penalty threshold is met.
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