Nobody Talks About the Prompt Club: Evaluating Diverse Persona Generation Through System Prompts and Guidelines
Personas are widely used to represent users' motivations, goals, and needs, yet the perspectives of underrepresented groups are rarely addressed in human-centered design. Large Language Models (LLMs) promise to generate personas from vast datasets, but achieving genuine diversity and accurate representation requires de...