This lecture discusses the relationship between microscopic states and macroscopic entropy, using the Joule expansion as a key example. The instructor begins by reviewing the previous session's concepts, focusing on the Joule expansion experiment involving two identical bottles. The discussion highlights how the initial ordered state transitions to a more disordered final state, emphasizing the increase in entropy. The instructor introduces the statistical definition of entropy, linking it to the number of microstates and the second law of thermodynamics. The lecture further explores the implications of entropy in isolated systems, illustrating how natural processes tend to increase disorder. The instructor uses various examples, including the melting of ice and the behavior of gases, to explain the concept of entropy in practical terms. The session concludes with a discussion on the implications of entropy for understanding the direction of time and the nature of life, reinforcing the idea that maintaining order requires energy and results in increased entropy elsewhere in the universe.