The Multi-Agent Confidence-guided Relay (MACR) framework moves beyond group thinking to a relay topology where reasoning ownership transfers between agents. It uses a bidding mechanism and confidence-based triggers to decide when and to which agent reasoning should be handed off.
HOW THIS AFFECTS YOU
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builderYou can design more efficient multi-agent systems by implementing dynamic hand-offs rather than simple aggregation.
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researcherThis introduces a new way to structure collaborative reasoning trajectories in agentic workflows.