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Symbolic Methodology (Symbolic AI) is a methodology in AI that uses high-level, human-readable symbols to represent knowledge and reasoning processes. It focuses on rule-based systems and logic, where knowledge is explicitly programmed into the system in the form of symbols and relationships between them.