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Before the wheel is spun, or after the wheel has begun to spin, a random number generator selects a random outcome of a roulette game event outcome.
It is theoretically possible to use machine learning and artificial intelligence to analyze patterns and predict outcomes in roulette. However, it's important to note that casinos employ various measures to prevent cheating and ensure the randomness of the game.
Casino winnings are fully taxable and can bump you into a higher tax bracket. How much you win determines how you're taxed. The casino will take 24% of larger winnings for the IRS before paying you your lump sum.
When you win a large sum of money at a casino, the casino will typically pay you in the form of a check or wire transfer. It's important to note that in many countries, including the United States, you are required to report your gambling winnings as income on your tax return.