Symbolic AI is an approach to artificial intelligence that simulates human intelligence by manipulating symbols and explicitly programmed knowledge. This episode explains key aspects like knowledge representation using symbols and logical reasoning, including deductive, inductive, and abductive methods, and various types of logic. Expert systems are highlighted as a real-world practical application, demonstrating how rules and facts can emulate human expertise in specific domains