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negotiation

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LLM Reasoning Hurts Behavioral Simulation in Multi-Agent Negotiation

New research shows that stronger LLM reasoning can hinder accurate behavioral simulation in multi-agent negotiation, leading to solver-sampler mismatch.

May 7, 2026 5 min read Siegfried Kamgo

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LLM Reasoning Hurts Behavioral Simulation in Multi-Agent Negotiation