Do LLMs Follow Their Own Rules? A Reflexive Audit of Self-Stated Safety Policies
Do LLMs Follow Their Own Rules? A Reflexive Audit of Self-Stated Safety Policies explores The Symbolic-Neural Consistency Audit (SNCA) framework measures the gap between LLMs' self-stated safety policies and their actual behavior, revealing systematic compliance gaps.. Commercial viability score: 7/10 in LLM Safety.
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