Propositional logic provides a fundamental framework in AI design by modeling logical relationships between statements. While foundational, modern AI systems extend beyond propositional logic, leveraging advanced techniques like probabilistic reasoning and neural networks to handle real$-$world complexity and uncertainty, enabling more sophisticated decision$-$making capabilities.