cs.MA · 2026-09-28 · No. 127

Multiagent Systems, 2026-09-28.

1 new papers in cs.MA. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Towards Mitigating Fabricated Consensus: The Active Provenance Gate for Multi-Agent Debate Synthesis

    Jakub Masłowski, Jarosław A. Chudziak

    cs.MA · cs.AI · cs.CL

    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...

    arxiv.org/abs/2609.31422 · PDF

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