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License: CC BY NC ND
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ZENODO
Report . 2025
License: CC BY NC ND
Data sources: Datacite
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Ethical AI as a Framework: The Governance Framework the World Was Missing So Far (Limited Public Edition)

Establishing the Missing Layer of Global AI Governance
Authors: Sunar, Santosh;

Ethical AI as a Framework: The Governance Framework the World Was Missing So Far (Limited Public Edition)

Abstract

This limited public edition introduces Ethical AI as a Framework — a universal governance model designed to address the global gap between rapidly advancing artificial intelligence systems and slow-moving regulatory structures. The framework provides a structured, human-centered approach grounded in ethics, accountability, and conscious intelligence principles. Its core features include: The Ethical Lattice Model, which organizes foundational principles into an interconnected grid. The AI Responsibility Spectrum, clarifying accountability across developers, institutions, governments, and users. Human-in-the-Loop integration, ensuring moral reasoning and human judgment remain central to critical decisions. Ethical Readiness Levels, enabling organizations to assess and advance their ethical maturity. Natural alignment with global governance systems such as the EU AI Act, OECD AI Principles, UNESCO AI Ethics, NIST AI RMF, and IndiaAI guidelines. This public edition excludes proprietary algorithms, scoring matrices, and restricted modules. It is released under CC BY-NC-ND 4.0.

Keywords

Responsible AI, Global AI Compliance, OPENAIRE, OPENAIRE EU, Governance Models, Human-Centered AI, Ethical AI, AI Governance Framework, AI Risk Management

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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