Swarm intelligence is an AI concept that models the collective behavior of decentralized, self-organized systems, such as ant colonies or bird flocks. This concept is used to solve complex problems by mimicking how these natural groups operate without a central control structure. Algorithms like Particle Swarm Optimization and Ant Colony Optimization are based on these principles, allowing for efficient problem-solving in areas like routing, scheduling, and optimization tasks.