The rise of artificial intelligence is transforming our societies, permeating an ever-expanding array of domains ranging from finance to employment or healthcare. Public regulators, too, increasingly rely on machine learning techniques in the discharge of regulatory tasks - for instance, in prioritising regulatory targets for regulatory attention and/or enforcement, in areas as varied as enviro…