claim
Studies on LLM personality traits show conflicting results: some find stable simulated traits (Sorokovikova et al., 2024; Huang et al., 2024), while others demonstrate variability based on prompt conditions (Gupta et al., 2024; Shu et al., 2024), leading to questions about whether these personas are inherent or mimicked (Tseng et al., 2024).

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