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Improving llm reasoning with multi-agent tree-of-thought validator agent

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cs.AI 1

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2025 1

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UNVERDICTED 1

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Why Do Multi-Agent LLM Systems Fail?

cs.AI · 2025-03-17 · unverdicted · novelty 8.0

The authors create the first large-scale dataset and taxonomy of failure modes in multi-agent LLM systems to explain their limited performance gains.

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  • Why Do Multi-Agent LLM Systems Fail? cs.AI · 2025-03-17 · unverdicted · none · ref 67

    The authors create the first large-scale dataset and taxonomy of failure modes in multi-agent LLM systems to explain their limited performance gains.