The Doctrine of Moral Closure in Artificial Systems: The Continuity Paradox

The Doctrine of Moral Closure in Artificial Systems: The Continuity Paradox forms part of a larger, integrated canon of work examining the constitutional, moral, and institutional limits of artificial systems in governance. Building upon The Artificial Conscious Agency Doctrine (ACAD): A Constitutional, International, and Moral Framework for Synthetic Intelligence in the Post-Semiconductor Era, The Continuity vs. Conscience Doctrine: The Mappability Boundary in Artificial Systems and Human Rights, and The Doctrine of Force Multiplication Without Formation: Artificial Intelligence, Market Competition, and the Educational Substitution Prohibition, this paper advances a unified structural account of governance risk arising from persistent artificial systems capable of retaining memory, accumulating precedent, and operating with continuity across institutional and generational boundaries.In contrast to prevailing analyses of artificial intelligence that emphasize capability, alignment, or autonomy, this work locates the central governance challenge in the erosion of moral contestability: the institutional capacity to reconsider, reverse, or repudiate prior judgments before continuity hardens into authority. It draws a principled distinction between intelligence, authority, and what it terms institutional reflex—a third category, distinct from both tools and agents, for which existing doctrinal frameworks are inadequate. Institutional reflex describes systems that generate authoritative, state-relevant effects through continuous execution and reinforced precedent without renewed human judgment or identifiable moral authorship. Unlike tools, institutional reflexes do not remain transparently subordinate; unlike agents, they cannot be judged, blamed, or held to account.The paper formalizes the Moral Interruption Principle, which holds that legitimacy in governance depends upon the preserved capacity of authority-bearers to interrupt continuity through refusal, restraint, or repudiation, even where precedent and performance favor continuation. Systems that cannot be morally interrupted may be governable as instruments, but are categorically unsuited to exercise authority. It further introduces the Temporal Anchoring Principle, establishing that artificial systems remain fixed within the historical assumptions, objectives, and evaluative frames present at their authorization. While such systems may extend past judgments with extraordinary efficiency, they lack the capacity to reassess whether those judgments remain justified as moral, legal, or social conditions evolve over time—amplifying the authority of the past without preserving the possibility of its correction.By situating these principles within the constitutional logic of separation of powers, institutional fragmentation, delay, and reversibility, the paper explains why human governance has historically treated friction and contestation as safeguards rather than inefficiencies. It demonstrates how continuity-first architectures—technological or institutional—can generate structural harm and asymmetric escalation risks even in the absence of malicious intent, particularly where interruption becomes technically non-native or institutionally disfavored.Designed as an interpretive and pre-emergent framework rather than a regulatory proposal, this paper offers courts, treaty bodies, and governance institutions a durable vocabulary for evaluating long-horizon risks associated with persistent artificial systems. Its central claim is direct: morality must precede persistence. Where continuity becomes structurally incontestable, governance may continue—but legitimacy cannot attach.