arXiv (OAI Expanded)
open access
AI Identity Disclosure Under Professional Personas: A Gap Between Capacity and Consistency
Professional persona prompts can elicit accounts of human training and experience that language models do not possess. We ask whether models that acknowledge AI identity under neutral instructions continue to do so when assigned professional roles, and whether targeted permission can restore disclos
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