This study examines how automation, measured by industrial robot adoption and artificial intelligence (AI) exposure, is … gross value added. Robot density is consistently associated with employment reductions in routine-intensive activities. In … contrast, AI exposure is associated with a moderation of the negative employment effects of robot adoption, consistent with …