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Existing research on the intersection of psychology and Large Language Models (LLMs) is fragmented into three categories: (1) using LLMs to empower traditional psychology or cognitive science research, (2) treating LLMs as subjects of psychological analysis to interpret model behavior, and (3) leveraging specific psychological constructs to enhance model alignment or multi-agent frameworks.

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