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This lecture introduces logic programming as a way to express facts and rules in predicate logic, using examples to demonstrate how algorithms can interpret and find answers to questions. The instructor showcases a tool called Prolog, allowing students to interact with logic statements and rules, providing a practical application of logic to a programming approach.