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Verdict Without the Rule: Diagnosing and Auditing Regulatory Rule Sensitivity in LLM Compliance Systems

Paper recorded by Signals 4 on 2026-10-08 in cs.CL. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-08 on arXiv · recorded by Signals 4 on 2026-10-09

Category: cs.CL · 自然语言处理 · first seen 2026-10-09

Abstract

Large language model compliance systems are deployed on the assumption that a verdict depends on the regulatory rule it is given. We test this directly across five models and 20 regulatory and platform-policy domains: delete, swap, or negate the governing rule while holding the case fixed, and check whether the verdict changes (OCS) or the model's internal representation of compliance shifts at al

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#290 most recent of 660 cs.CL papers we have recorded · ↑ newer: SparseDecoding: Decoding-Aware Pruning for Accurate and Efficient LLM · ↓ older: HarnessSQL: Harness-Native Training for SQL Agents in Realistic Databa
Cite this page: Verdict Without the Rule: Diagnosing and Auditing Regulatory Rule Sensitivity in LLM Compliance Systems: the #290 most recent of 660 cs.CL papers we have recorded (as of 2026-10-08). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/verdict-without-the-rule-diagnosing-and-auditing-regulatory-rule-sensitivity-in-.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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