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Influence of AI personalization on human reactions

Investigate whether and how the potential to personalize generative artificial intelligence models influences how people react to their use in social interaction.

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Background

Personalization could align AI outputs with individual preferences, potentially altering human behavior toward AI-mediated decisions. The authors identify uncertainty about whether personalization modifies human reactions, motivating treatments that vary personalization in their experiment.

References

In particular, several fundamental questions regarding human behavior in AI-mediated social interaction remain unaddressed. And does the potential to personalize generative AI models influence how people react to their use?

Generative AI Triggers Welfare-Reducing Decisions in Humans (2401.12773 - Dvorak et al., 23 Jan 2024) in Introduction (Section 1)