Symbolic AI is an approach to artificial intelligence that represents knowledge with symbols, rules, logic, and explicit relationships.
It supports reasoning, expert systems, planning, and explainability. Modern AI systems may combine symbolic methods with machine learning when explicit rules and learned patterns are both useful.