Trivia: In this film it is stated that Herb Stemple lost all of the money he won on 21 when he invested in Florida land development that turned out to be a con. The truth is far more sinister; he was never paid in the first place. The fanfare about the huge prizes to be won on 21 was as phoney as the show itself, and Dan Enright and Albert Freeman made it clear to him that the whole thing was a sham and he was going to be paid a fraction of what they promised him. They forced him to sign a contract to that effect, something he bitterly regretted doing. The resentment over the shabby way he had been treated contributed to his decision to blow the whistle on the whole scam.
Trivia: In the film, Herb Stempel loses to Charles Van Doren by incorrectly answering On the Waterfront as the 1955 Best Picture winner. While this was one of the questions asked, it was not the question Stempel lost on.
Trivia: Ethan Hawke makes an uncredited cameo as a Columbia University student.