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The video explains probability using coin tosses, correcting a common misconception that success is guaranteed after a certain number of attempts. It demonstrates that with a 1/100 chance of success (heads), the probability of achieving at least one success increases with more attempts, but never reaches 100%. The presenter uses a table to show how the probability of success grows with the number of trials.