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Ala Nekouvaght Tak

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#artificial intelligence Preprint Sep 2026

From Process Loss to Assembly Bonus: Human-Grounded Diagnosis of Multi-Agent LLM Collaboration

LLM agents are increasingly used for collaborative problem solving and human-group simulation. This makes outcome-only evaluation insufficient: if LLM groups are used as models of human groups, we need to know whether they succeed or fail through human-like deliberative mechanisms. We compare human group chats with mat...

Ala Nekouvaght Tak, Teruhisa Misu, Kumar Akash et al. · 0 citations

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