Governance Without Consent: Why Compliant Systems Still Fail the Humans They Were Built to Serve

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Authors: Amelie Kingsbury Barry, Felix Montanez
Cited by: 2
References: 6

Abstract

Technical compliance with governance frameworks does not constitute human governance. Asystem can satisfy every requirement of the EU AI Act, DORA, NIS2, HIPAA, or any otherapplicable instrument while systematically producing harm to the humans it was designed toserve. This paper identifies that gap as structural rather than incidental, and introduces atwo-layer standard that distinguishes compliance from governance in deployable, testable, andliability-bearing terms.The paper proceeds in six sections. Section 1 establishes that compliance frameworks measureprocess adherence, not human outcomes, and that the enforcement record across ten domainsconfirms this as a structural feature of the compliance paradigm rather than a failure ofregulatory intent. Section 2 extends the Execution Viability Framework argument to the designlayer: systems built by entities with inverse incentives embed those incentives architecturallybefore compliance is applied. Section 3 establishes that accountability must resolve to a namedhuman at every consequential decision point as a design requirement enforced at runtime, notas a policy assertion. Section 4 establishes that reasoning continuity across the system'soperational life is a structural requirement distinct from process continuity. Section 5 establishesthat decision integrity under institutional pressure is the condition under which accountabilityand reasoning continuity fail simultaneously and silently. Section 6 operationalises theserequirements as a two-layer checklist and describes the architecture that implements them asruntime enforcement constraints.The ten domains examined, healthcare, insurance, benefits administration, criminal justice,credit and lending, content moderation, hiring, policing, child welfare, and education, provideconsistent empirical support for the argument. In every domain, the system was compliant, theGovernance Without Consent 21 April 2026 Page 2system produced harm, and accountability did not reliably resolve to a named humanresponsible for that harm. The standard defined in Section 6, combining EVF admission at theorganisational level and Layer 2 human harm quantification at the system level, defines theminimum viable governance standard for any system making consequential decisions abouthumans.

Fields of Study & Subjects

Ethics and Social Impacts of AI Regulation and Compliance Studies COVID-19 Digital Contact Tracing

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
21 April 2026