Swarm Intelligence takes inspiration from the collective behavior of social creatures like ants and bees. Algorithms like Particle Swarm Optimization (PSO) leverage decentralized, cooperative strategies to solve optimization tasks. These methods can adapt to complex landscapes and avoid local minima.