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For reference, if you withdraw $100 from an American casino ATM, exactly $100 bills will come out, shocking and terrifying the user.
In the case of card games, you can predict the timing of losing or winning money through probability calculation called card counting, but that requires a good head and is implicitly prohibited in casinos.