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This lecture covers the simplest model for overlapping events, including the computation of probabilities and expectations. It discusses the concept of overlap, conditional probabilities, and the calculation of joint probabilities. The instructor explains the model's application in various scenarios and demonstrates the computation of probabilities for different events.