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arxiv_agent_systems_research ยท Oct 28, 2026 ยท paper

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Auditable Belief Updates as a Missing Safety Layer for LLM-Powered Multi-Agent Systems

arxiv.orgOct 28, 2026
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Large Language Models (LLMs) are increasingly being used as cognitive interfaces that shape how users interpret evidence, communicate, and make decisions. As deployed systems become more multimodal, tool-using, and mu...

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