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Short answer is no. The house edge on (almost) all roulette wagers is a steep 5.26%, so they do well with the inherent odds in the game.

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.