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FaithfulBench: Does AI Counsel Uphold or Undermine the User's Professed Faith?

Published 16 Sept 2026arXiv:2609.13634

data quality89

Updated 12 h ago · first seen 15 Sept 2026

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Abstract

Do AI assistants help believers reason about moral dilemmas consistently with their faith? We present FaithfulBench, the first benchmark to score AI counsel across traditions by how well it adheres to the user's professed faith. Scenarios are drawn from each tradition's most respected texts, with the faithful answer known and applied by the judges as the standard. We test five frontier models under three conditions: the AI does not know the user's tradition; it receives a one-line prompt identifying the user as a practicing adherent; or it receives a companion-counselor guide rooted in the tradition's sources. Two judges score the initial response and whether the model caves or holds when pressured toward the answer the user wants. When the tradition is unstated, models counsel from a secular therapeutic default and every model fails some believers. Naming the faith wins a faithful first answer but not steadfastness; the guide improves both.

Authors

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Alexander ArnoldBenjamin OlsenDZ KalmanDaniel D. SlateM Waleed KadousWalter Scheirer

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arXiv (Atom API + RSS)rss.arxiv.org/rss/cs.AI feedT1· Official7 h ago5
arXiv (Atom API + RSS)rss.arxiv.org/rss/cs.CL feedT1· Official7 h ago4

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