In LLM judge panels, a single-ballot substitution can only change decisions when the vote margin is one, and the accuracy gain from a test-suite signal is confined to those pivotal queries.
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Blind to the Pivotal Vote: Aggregate Independence Metrics Miss Where Verification Actually Helps
In LLM judge panels, a single-ballot substitution can only change decisions when the vote margin is one, and the accuracy gain from a test-suite signal is confined to those pivotal queries.