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News/Quantifying Diversity of Thought: A Predictive Law of Weighted LLM Ensemble Lift
arxiv
PublishedOctober 3, 2026 at 4:00 AM
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Quantifying Diversity of Thought: A Predictive Law of Weighted LLM Ensemble Lift

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arXiv:2607.17384v3 Announce Type: replace-cross Abstract: This paper provides an experimentally verified formal law for calculating the uplift that diversity of thought provides in Large Language Model (LLM) ensembles. From first principles, we derive an exact decomposition of LLM ensemble lift into

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