AI RESEARCH
Training-Free Agentic AI: Probabilistic Control and Coordination in Multi-Agent LLM Systems
arXiv CS.AI
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ArXi:2603.13256v1 Announce Type: cross Multi-agent large language model (LLM) systems enable complex, long-horizon reasoning by composing specialized agents, but practical deployment remains hindered by inefficient routing, noisy feedback, and high interaction cost. We