Personality as Relational Infrastructure: User Perceptions of Personality-Trait-Infused LLM Messaging

Researchers studied how personality-trait-infused LLM messaging affects user perceptions in behavior change systems. The study found that personality-based personalization works through aggregate exposure patterns rather than individual message optimization, with users rating personality-informed messages as more personalized and appropriate.