AI architectures based on multiple autonomous agents that collaborate, negotiate, or compete to solve complex problems. Includes orchestration of LLM agents, distributed coordination, management of conflicts between agents, security of multi-agent interactions, and emerging risks from unforeseen collective behaviors.