כתבה
arXiv cs.CL ·
להפחתת הסכמה יצירית: Active Provenance Gate לשינוי דיון של סוכנים
Towards Mitigating Fabricated Consensus: The Active Provenance Gate for Multi-Agent Debate Synthesis
המאמר הזה מציג פתרון להפחתת הסכמה יצירית בשינוי דיון של סוכנים. הוא מציג גייט Active Provenance שמטפל במקורות ומבצע תיקון עצמי.
תקציר מקורי באנגליתarXiv:2609.31422v1 Announce Type: cross Abstract: Large language model-based multi-agent debate (MAD) systems are being increasingly used as complex decision pipelines in distributed processes. However, their final synthesis phase still remains inadequately controlled. Even with detailed debate logs, summarizing models are prone to fabricating smoothly written debate consensus that is not grounded in the debate's history. To address this safety gap, this paper presents empirical research and studies if the introduction of active post-debate verification can mitigate the production of such factually unsupported summaries, while still providing valuable information. Furthermore, it is examined whether explicitly signalling divergence is preferable in the absence of a reliable compromise. The
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arxiv.org
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