Despite formal restrictions, untracked oil continues to reach global markets, calling into question the true effectiveness of oil sanctions. This column presents a novel ship clustering model to detect ‘dark shipping’ – where tankers disable their location signals to evade detection – linked to sanctioned oil transport. Following Western sanctions on Russia in 2022, officially recorded Russian oil exports declined, but shipments via dark vessels more than doubled. A significant share ultimately