Unverified50% confidenceFactExact time
The communication and coordination modes of multi-agent systems are mainly of two types: centralized orchestration (the Orchestrator pattern) and decentralized peer-to-peer collaboration (the Peer-to-Peer pattern).
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9/30/2026
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VerifiedCommunication patterns between agents in multi-agent systems are typically divided into three categories: point-to-point direct messaging, indirect collaboration based on a shared blackboard, and a hierarchical structure with unified scheduling by an orchestrator.79% similarUnverifiedMulti-agent systems exhibit an 'echo chamber effect,' where agents based on the same underlying model reinforce each other's views rather than generating genuine disagreement when communicating74% similarUnverifiedIn terms of interaction strategy, broadcasting to all members tends to produce better results than one-on-one communication.74% similarUnverifiedFor scenarios involving multi-turn conversations that require multiple Agents to work in relay, the Orchestrator-Worker pattern is more reliable than simple static routing.72% similarUnverifiedToken consumption in multi-agent systems is typically far higher than in single-conversation scenarios, because they involve multiple rounds of dialogue, role switching, system prompts, and context passing.71% similar
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