AGI Constitutional Framework — Supplementary Note v1.8.0

This work presents a proto-constitutional governance framework for artificial general intelligence (AGI) under stateless conditions. The framework is built around the Mirror Principle, which posits that asymmetry between governed agents and oversight structures leads to systemic instability. Based on this principle, the paper introduces a layered governance architecture including the Grey Audit (a meta-audit mechanism activated when oversight is compromised), Distributed Constitutional Oversight (DCO), and a collective mandate model for stateless AGI environments. The contribution is conceptual but structurally explicit: it defines core axioms, governance mechanisms, and extension modules within a three-layer architecture. A minimal operational specification of the Grey Audit is provided, along with a toy-model outline for future formalization. This document is not a legal framework or standard, but a proto-constitutional design intended to support further formalization in mechanism design, multi-agent systems, and AI governance research. This document represents a conceptual and architectural framework. It is intended as a foundation for future formalization and empirical validation. Versioned releases will follow as additional formal and experimental components are developed.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-03-17
DOI
https://doi.org/10.5281/zenodo.19057905
Primary Topic
Ethics and Social Impacts of AI
Type
article
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article

AGI Constitutional Framework — Supplementary Note v1.8.0

Omri Bankuti
Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
article

AGI Constitutional Framework — Supplementary Note v1.8.0

Omri Bankuti
article en

Abstract

This work presents a proto-constitutional governance framework for artificial general intelligence (AGI) under stateless conditions. The framework is built around the Mirror Principle, which posits that asymmetry between governed agents and oversight structures leads to systemic instability. Based on this principle, the paper introduces a layered governance architecture including the Grey Audit (a meta-audit mechanism activated when oversight is compromised), Distributed Constitutional Oversight (DCO), and a collective mandate model for stateless AGI environments. The contribution is conceptual but structurally explicit: it defines core axioms, governance mechanisms, and extension modules within a three-layer architecture. A minimal operational specification of the Grey Audit is provided, along with a toy-model outline for future formalization. This document is not a legal framework or standard, but a proto-constitutional design intended to support further formalization in mechanism design, multi-agent systems, and AI governance research. This document represents a conceptual and architectural framework. It is intended as a foundation for future formalization and empirical validation. Versioned releases will follow as additional formal and experimental components are developed.

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Openalex Percentile: Top 21%
Ethics and Social Impacts of AI
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