Preprint
Aug 2026
Consilience: Conformally Calibrated Communication Control for Hidden-Profile Multi-Agent Reasoning
Multi-agent LLM systems can improve reasoning by pooling diverse perspectives, but their effectiveness depends on coordinating communication, particularly in hidden-profile settings where each agent holds only part of the evidence required for a correct decision. Existing protocols, including fixed schedules, round-rob...
Abhijith Babu, Ramneet Kaur, Vishal Pramanik et al.
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