The Librarian Who Refused to Code: Model-Dependent Identity Enactment in LLM Code Generation

Shayell Aharon Salomon, Noam Israel, Ido Safruti +1

Biographical personas are widely used in system prompts, but their effects on code generation are rarely evaluated under controlled, pre-registered conditions. We tested four promp…