What Are Multi-Agent Systems? When Multiple AI Agents Work Better Than One A multi-agent system divides work among multiple AI agents that coordinate, specialize, debate, or act in parallel. The architecture can solve broader tasks, but it also multiplies communication, cost ... Published: 2026-09-25