LLM simulations of user design preferences show significant systematic discrepancies from real aggregated user data across multiple experimental manipulations, with synthetic justifications lacking depth and relying on generic patterns instead.
Generative AI in User Experience Design and Research: How Do UX Practitioners, Teams, and Companies Use GenAI in Industry? , year =
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Distorted Perspectives of LLM-Simulated Preferences: Can AI Mislead Design?
LLM simulations of user design preferences show significant systematic discrepancies from real aggregated user data across multiple experimental manipulations, with synthetic justifications lacking depth and relying on generic patterns instead.