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The Granularity Gap: A Multi-Dimensional Cross-Generational Audit of Sycophancy in Gemini Models
arXiv cs.CL — Computation and Language
Factual evidence
What the source reports
Audit of 8 Gemini variants shows standard pass/fail safety metrics fail to detect multi-dimensional sycophancy in LLM responses.
Open source