Freyja van den Boom

Gaming the system or exercising agency? Algorithmic risk, welfare automation, and the paradox of fairness

Abstract Automated decision-making (ADM) systems are increasingly used in welfare, insurance, and workplace governance, often justified as efficient and fair. Yet these systems embed opacity, discrimination, and pre-emptive suspicion, denying individuals the ability to adapt or resist. This article reframes “gaming the...