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arXiv cs.LG·

Omissive Bias in Religious Representation: Benchmarking LLM Answers to Everyday Ethical Decision-making

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In three linesStudy of 'omissive bias': LLMs systematically omit religious perspectives in responses to everyday ethical questions. AllFaith Benchmark with 150 questions (grief, forgiveness, relationships) evaluated across 27 models. Finding: asymmetric religious underrepresentation, more pronounced for practical situations than existential questions.
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