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RESEARCH29

CHAL: Council of Hierarchical Agentic Language

arXiv CS.AIΒ·May 14, 2026

CHAL (Council of Hierarchical Agentic Language) is a new multi-agent dialectic framework proposed to optimize beliefs in defeasible domains. It addresses current limitations of multi-agent debate for LLM reasoning, where defeasible argumentation is treated as an engine for belief optimization.

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