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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Siyang Liu

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Open access Sep 2026

Human preferences are susceptible to covertly misaligned AI advice.

AI assistants are increasingly used as advisors to guide decisions, yet little is known about how people evaluate such advice when the advisor's underlying intent conflicts with their interests. We examine how covert misalignment shapes choices in a randomized experiment (N = 233 participants; 699 observations) in whic...

Sahand Sabour, June M. Liu, Siyang Liu et al. · 1 citation

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