arxivcs.HC2026-07-02
When Do LLM Personas Support Visualization Design? A Cross-Model Study of Color Assignment and Chart Choice
Large language model personas are increasingly used to approximate diverse users during early-stage visualization design, but it remains unclear whether persona-conditioned outputs reflect stable personality effects or artifacts of model choice and task framing. We examine this q…