Continuous sycophancy scoring reveals that 27% of Gemini responses contain substantial social compliance missed by binary filters, with sycophancy correlating with hallucination and simple guardrails outperforming complex protocols.
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The Granularity Gap: A Multi-Dimensional Longitudinal Audit of Sycophancy in Gemini Models
Continuous sycophancy scoring reveals that 27% of Gemini responses contain substantial social compliance missed by binary filters, with sycophancy correlating with hallucination and simple guardrails outperforming complex protocols.