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This lecture introduces the Water Pouring Problem, where the goal is to fill a glass with a specific amount of water using only pouring actions. The instructor explains the strategy to solve the problem and provides code examples in Scala, focusing on defining the problem, moves, and solutions. Different variants and design principles for good software design are also discussed.