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STONIC: A Layered Measurement Contract for LLM Value Profiling
arXiv cs.CL — Computation and Language
Factual evidence
What the source reports
STONIC tests LLM value stability across 5,144 banking scenarios, exposing inconsistencies between direct ratings and generated choices.
Open source