FIELD NOTES TOPIC
faithfulness
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Verdict Without the Rule: Diagnosing and Auditing Regulatory Rule Sensitivity in LLM Compliance Systems
The preprint tests regulatory-rule sensitivity by deleting, swapping, or negating a rule while holding the case fixed across five models and 20 domains. It reports that verdicts are often invariant to large rule…
