Sunset Clauses for Algorithms: Designing Expiry Dates into Government AI

Abstract

Government AI systems often become permanent by inertia: pilots harden into infrastructure without a scheduled decision to continue. Drawing on the legislative idea of sunset clauses, this policy essay argues that significant government algorithms should carry expiry dates that lapse unless a named authority affirmatively renews them on evidence of performance, purpose-fit, and oversight conditions. Continuous monitoring is necessary but not sufficient; dashboards can defer action, whereas sunsets force a choice to renew, redesign, or retire. The essay proposes practical design rules—system inventories, risk-tiered clocks, affirmative and partly public renewal, version-triggered restarts of the clock, funded reviews, and tightly limited emergency extensions—and situates them in UAE and Dubai AI ethics and governance instruments, with regional resonance in Saudi and Qatari frameworks. Sunsets do not ban AI; they make continuation earned. For a fast-adopting government, that discipline protects both innovation and public authority.