The IMF is embedding AI into its crisis models. That is the detail most people missed

Kristalina Georgieva's warning that AI will 'likely worsen overall inequality' in most scenarios is the quotable line, but the more consequential signal is institutional: the IMF is now running AI disruption through its macroprudential and financial-stability frameworks, not just its labour-market research. The Fund's working paper 'The Global Impact of AI: Mind the Gap' models AI's effects as a function of four variables including sectoral composition, skills distribution, digital infrastructure, and institutional quality, which means countries without strong safety nets and educational systems face compounding disadvantage rather than a productivity bonus. The 40% global job-exposure figure covers tasks within roles, not wholesale displacement, but in advanced economies where white-collar and services work is concentrated, that share is higher. For UK operators, the practical implication is that AI-related capital requirements or supervisory expectations from the FCA and Bank of England are now a question of when, not whether. The IMF's framing hands domestic regulators intellectual cover to move.