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arxiv_agent_systems_research ยท Nov 4, 2026 ยท paper

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More Agents, More Reliable? System-Level Reliability of Multi-Agent LLMs under Operational-Profile Uncertainty

arxiv.orgNov 4, 2026
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Teams increasingly build software from cooperating large language model (LLM) agents, often assuming more agents mean more reliability. Yet the usual evidence, average benchmark accuracy, ignores the input mix a deplo...

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