Set Theory in AI provides the mathematical foundation for modeling collections of objects, called sets. It is essential for defining data structures, relationships, and logical operations. By understanding set concepts like membership, subsets, and unions, AI systems can efficiently process, organize, and analyze data, enabling accurate reasoning, decision-making, and problem-solving within various applications.