Warnings of widespread disruption to the economy, labour, and productivity driven by artificial intelligence (AI) are growing, even as immediate job displacement is not yet reflected in aggregate data. This gap between prediction and available evidence should compel the EU to build systematic evidence of AI’s impact on the labour market, preparing for drastic scenarios and for the “messy middle” of patchy transformation alike.