Abstract
This research brief examines why strong productivity gains from artificial intelligence (AI) observed at the task and individual worker level have not yet translated into measurable productivity growth at the firm, sectoral or macroeconomic level. It reviews emerging evidence on AI adoption, diffusion and workplace transformation, while exploring the economic and institutional conditions that shape how productivity gains scale across the economy.