Refusal as an Architectural Invariant in Bureaucratic Automation: Why Legitimate Systems Fail Without Structural Inability to Decide
Year: 2026
Type: article
Abstract: This paper formalizes refusal as an architectural invariant in bureaucratic automation: a system-level constraint requiring that automated or semi-automated administrative systems become structurally incapable of issuing decisions once defined dignity, due process, or epistemic sufficiency thresholds are crossed. Unlike policy safeguards, ethical guidelines, or human-in-the-loop oversight, refusal is specified here as a reachability constraint that operates independently of procedural legitimacy, institutional mandate, or optimization pressure. The paper distinguishes refusal from discretion, escalation, and post-hoc review, and demonstrates why systems that retain the capacity to act under prohibited conditions cannot be considered safe, trustworthy, or governable at scale. By framing refusal as a falsifiable, testable invariant rather than a normative preference, this work establishes prior architectural ground for the design, evaluation, and certification of bureaucratic decision systems. It contributes a foundational constraint for automated governance and positions refusal as a necessary condition for legitimate delegation of authority to machines.
Author: Ruhangariyo, Deusdedit
Language: English
Subfield: Safety Research
Field: Social Sciences
Domain: Social Sciences
Open Access status: green
OpenAlex ID: W7124137630
FWCI:
Cites:
Cited by:
Related to: