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This paper presents SurgicalRoomAgent, a voice-interactive multi-agent system for smart operating rooms that uses large language models to enable natural language device control, focusing on architecture design and key technologies like KV Cache optimization and progressive prompt disclosure to reduce latency in sterile environments.