Designing Human-AI Collaboration: A Sufficient-Statistic Approach

We are grateful to Daron Acemoglu, David Atkin, Dean Eckles, Glenn Ellison, Guillaume Frechette, Drew Fudenberg, Anton Kolotilin, Benjamin Manning, Parag Pathak, Ashesh Rambachan, Frank Schilbach, Jesse Shapiro, Jann Speiss, and Tomasz Strzalecki, as well as seminar participants at MIT, Northwestern, and Purdue for valuable comments. We are particularly grateful to Tobias Salz for initial discussions on the project. The authors acknowledge support from the Alfred P. Sloan Foundation (2022-17182). The experiment was pre-registered on the AEA registry, number AEARCTR0013990. The pre-analysis plans are available at www.socialscienceregistry.org/trials/13990. The views expressed herein are those of the authors and do not necessarily reflect the views of the National Bureau of Economic Research.

• randomized controlled trials registry entry