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This lecture discusses the concept of protein abundance as a random walk, exploring how fluctuations in protein levels in cells can be modeled using a simple simulation. It also delves into the Moran model in population genetics, illustrating how selection, elimination, and reproduction impact the dynamics of different types of individuals within a population.