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Verdict Without the Rule: Diagnosing and Auditing Regulatory Rule Sensitivity in LLM Compliance Systems
arXiv cs.CL — Computation and Language
Factual evidence
What the source reports
Research shows LLM compliance tools often issue verdicts based on pre-training priors rather than injected regulatory rules.
Inspect the evidence
- Inclusion basis
- Enterprise AI
- Publisher and source type
- arXiv cs.CL — Computation and Language · RESEARCH
- Published by source
- 9 October 2026
- Collected by OneBench
- 10 Oct 2026, 03:01 UK
Stored source excerpt
arXiv:2610.12313v1 Announce Type: cross Abstract: Large language model compliance systems are deployed on the assumption that a verdict depends on the regulatory rule it is…
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