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.