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Author

Leona Pierce

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Preprint Aug 2026

The Judgment-Consequence Gap: LLM Moral Reasoning in Healthcare Decisions

As large language models (LLMs) enter high-stakes domains such as healthcare, understanding their moral reasoning becomes essential. Decisions about scarce medical resources often hinge on judgments of responsibility, particularly when patients'own actions contribute to illness. We investigate how LLMs reason about res...

Hadi Hosseini, Samarth Khanna, Leona Pierce · 2 citations

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