AINeutralarXiv – CS AI · 6h ago7/10
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Beyond Fixed Psychological Personas: State Beats Trait, but Language Models are State-Blind
Researchers introduce Chameleon, a dataset of 5,001 contextual psychological profiles revealing that 74% of user behavior variance stems from situational context (state) rather than personality traits (26%). The study finds language models are state-blind, responding similarly regardless of context, while reward models inconsistently evaluate the same users differently across scenarios.