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This lecture covers the concepts of Disjunctive Normal Form (DNF) and Conjunctive Normal Form (CNF) in propositional logic, including their construction and applications. It also discusses the complexity of DNF and CNF representations, highlighting how the size of the resulting propositions can grow exponentially. Examples and techniques for converting arbitrary propositional statements into canonical forms are presented, emphasizing their importance in automated theorem proving and complexity theory. The lecture concludes with a logic puzzle involving knights and knaves on an island, illustrating the application of propositional logic in solving logical reasoning problems.