Swarm Intelligence refers to the collective behavior arising from decentralized, self-organizing systems, often inspired by natural phenomena like ant colonies or bird flocks. In AI infrastructure, it involves multiple simple agents working together through local interactions to solve complex problems, optimize processes, or adapt to changing environments without centralized control. This approach enhances robustness and scalability in distributed systems.