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This lecture covers the fundamentals of theorem proving in first-order logic, focusing on the saturation-based theorem proving approach. It explains the implementation of the saturation algorithm, the types of inferences used, and the challenges of theorem proving in first-order logic. The lecture also introduces the Vampire theorem prover and its unique strategies for efficient and complete theorem proving.