Implicit Governance Is Not Legitimacy: Why Emergent Adoption of AI Governance Architectures Remains Uninsurable

Read full text
Authors: Mounir Akarkach
Cited by: 0

Abstract

AI systems increasingly exhibit governance-like behavior, including pre-inference controls, semantic constraints and action vetoes. These mechanisms mirror the principles formalized in A7SEM, ASOSE and ASiSO. However, implicit execution does not constitute legitimate governance. This paper demonstrates why emergent adoption remains unverifiable, unauditable and uninsurable, and why only explicit, licensed implementation converts governance behavior into institutional legitimacy.

Fields of Study & Subjects

Ethics and Social Impacts of AI Digitalization Law and Regulation Safety Systems Engineering in Autonomy

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
14 January 2026
Language
ENC