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arxiv_agent_systems_research ยท Oct 23, 2026 ยท paper

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Beyond Final Outcomes: Quantifying Claim-Level Information Dynamics in Multi-Agent LLM Interaction

arxiv.orgOct 23, 2026
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When LLM-powered agents interact, information is repeatedly shared, expanded, and forgotten, yet multi-agent evaluation typically focuses on final task outcomes. We study such interaction as claim-level information dy...

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