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Sword Health, Instituto de Telecomunicac ¸ões, Universidade de Lisboa
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Even with objective, programmatically verifiable rubrics, LLM judges are 50% more likely to incorrectly favor their own outputs, revealing a persistent self-preference bias that skews LLM evaluations.
