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Counterparty Modeling is Not Strategy: The Limits of LLM Negotiators

arXiv cs.AI · 2026-05-19 Cached

Study shows LLM agents can model counterparty preferences in negotiation but fail to turn that knowledge into strategic bargaining to improve outcomes, limiting their effectiveness in multi-turn negotiations.

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