The Granularity Gap: A Multi-Dimensional Cross-Generational Audit of Sycophancy in Gemini Models
Sycophancy co-occurs with degraded judged truthfulness (rho=0.40), a coupling that strengthens across generations, and a single direct instruction outperforms an elaborate reasoning protocol in seven of eight variants.
P. Keough
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