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Rui Tao

Peking University

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Allocating Human Oversight in AI-Enabled Analytics

Number of pages: 45 Posted: 24 Apr 2026 Last Revised: 08 Jun 2026
Zikun Ye, Jiameng Lyu and Rui Tao
University of Washington - Michael G. Foster School of Business, Fudan University - Department of Management Science and Peking University
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Abstract:

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Generative AI, Human-in-the-Loop AI Operations, Marketing Analytics, Operations--Marketing Interface, Adaptive Human Validation, Prediction-Powered Inference