measurement artifact

LLM Psychological Profiles Are Mostly Measurement Artifacts, Study Finds

A new study from arXiv demonstrates that psychological profiles assigned to large language models (LLMs) are largely measurement artifacts, driven by a directional response bias rather than stable traits. The findings call into question the validity of using human psychological instruments on LLMs, with significant implications for AI safety assessments and research proxies.