Diversity metrics used to select LLM ensembles are largely capability proxies; after control, only a modest pairwise co-failure association with majority-vote gain remains.
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Are Diversity Metrics Measuring Diversity? A Capability-Controlled Audit of Majority-Vote Gain in LLM Ensembles
Diversity metrics used to select LLM ensembles are largely capability proxies; after control, only a modest pairwise co-failure association with majority-vote gain remains.