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CAREER: Responsiveness to Heterogeneous Preferences in AI Alignment and Deployment — NSF Award to Cornell University (NY, $367,129

The range of users of artificial intelligence (AI) systems has vastly broadened in recent years, and decisions made with the help of AI are now affecting almost everyone. Naturally, the individuals have different preferences over how the AI should behave, which poses new challenges because traditional approaches for de

Award titleCAREER: Responsiveness to Heterogeneous Preferences in AI Alignment and Deployment
Award ID2543553
AwardeeCornell University
CityITHACA
StateNY
Amount obligated$367,129
Principal investigatorPaul Goelz
ProgramRobust Intelligence
Start date07/01/2026
AbstractThe range of users of artificial intelligence (AI) systems has vastly broadened in recent years, and decisions made with the help of AI are now affecting almost everyone. Naturally, the individuals have different preferences over how the AI should behave, which poses new challenges because traditional approaches for developing and deploying AI assume that users have the same preferences. This project builds a theoretical understanding of the blind spots of current AI development and deployment p
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