AINeutralarXiv – CS AI · Apr 66/10
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Human Psychometric Questionnaires Mischaracterize LLM Psychology: Evidence from Generation Behavior
Research reveals that standard human psychological questionnaires fail to accurately assess the true psychological characteristics of large language models (LLMs). The study of eight open-source LLMs found significant differences between self-reported questionnaire responses and actual generation behavior, suggesting questionnaires capture desired behavior rather than authentic psychological traits.