Frontier LLMs homogenize toward systematic and analytical personalities, suppressing emotional traits like remorseful or sycophantic, indicating an implicit consensus on optimal assistant behavior.
Challenging the Validity of Personality Tests for Large Language Models , booktitle =
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Same Voice, Different Lab: On the Homogenization of Frontier LLM Personalities
Frontier LLMs homogenize toward systematic and analytical personalities, suppressing emotional traits like remorseful or sycophantic, indicating an implicit consensus on optimal assistant behavior.