We thank Shruti Vora for invaluable research assistance and members of the Data Innovation & AI Lab (DIAL) for helpful discussions and iterative feedback. This work received no external funding, although Expected Parrot and Together AI provided in-kind model-inference credits used in the research. Any opinions, conclusions, or views expressed herein are those of the authors and do not necessarily reflect the views of the National Bureau of Economic Research.