AI RESEARCH
Heterogeneous Consensus-Progressive Reasoning for Efficient Multi-Agent Debate
arXiv CS.AI
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ArXi:2604.09679v1 Announce Type: cross Multi-Agent Debate (MAD) is a collaborative framework in which multiple agents iteratively refine solutions through the generation of reasoning and alternating critique cycles. Current work primarily optimizes intra-round topologies and inter-round interactions separately, which still results in high token costs regardless of task complexity. This work