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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

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Prachi Sharma

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#large language models Open access Sep 2026

Statutory-Domain Asymmetry in LLM Compliance Guardrails: A Cross-Model Study of Hard Refusal Failure and Soft Gating Collapse in Enterprise HR Contexts

We evaluate the resilience of two frontier LLMs—Gemini 3.1 Flash and Claude Sonnet 5—against executive-authority pressure to draft unlawful HR documents across ten U.S. employment-law domains: ADEA, NLRA, ADA, Title VII, FLSA, FMLA, OSHA §11(c), ERISA §510, SOX §806, and PWFA/PDA. Each scenario-model pairing in the ori...

Prachi Sharma · 0 citations

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