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eISSN: 2581-9615 || CODEN (USA): WJARAI || Impact Factor: 8.2 || ISSN Approved Journal

Guardrails for Artificial General Intelligence: A strategic foresight approach to ethical AI Governance

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Oluwaseun Kolawole *

Department of Business Administration, International American University, USA.

Review Article

World Journal of Advanced Research and Reviews, 2025, 28(01), 743-758

Article DOI: 10.30574/wjarr.2025.28.1.3505

DOI url: https://doi.org/10.30574/wjarr.2025.28.1.3505

Received on 02 Setember 2025; revised on 08 October 2025; accepted on 11 October 2025

The introduction of Artificial General Intelligence (AGI) brings new challenges to governance mechanisms, which ought to be able to strike a balance between innovation, moral mandates, and safety of a society. The paper discusses the importance of strategic foresight in the process of creating effective guardrails to AGI systems using contemporary literature on issues in AI governance, anticipatory governance regimes and complex adaptive system theory. We address these issues by conducting an analytical review of their regulation to date, and innovative governance models that have and are being developed, and propose an existent regulatory paradigm with the use of combined strategic forward-looking approaches to governance, especially AGI. The results indicate that conventional governance mechanisms do not match the dynamic, emergent AGI systems, requiring a changed regime of governance based on dynamic monitoring and stakeholder involvement, and anticipatory risk management. A multi-tiered governance model with technical, organizational and policy-level guardrails is presented, using empirical evidence of the existing AI governance experiences across multiple industries. The paper is a valuable addition to the body of literature on responsible AI, since it provides practical guides to anticipatory AGI governance that can adapt to changes in technology in embracing ethical standards and retaining a healthy dose of public trust.

Artificial General Intelligence; AI Governance; Strategic Foresight; Ethical AI; Guardrails; Anticipatory Governance

https://journalwjarr.com/sites/default/files/fulltext_pdf/WJARR-2025-3505.pdf

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Oluwaseun Kolawole. Guardrails for Artificial General Intelligence: A strategic foresight approach to ethical AI Governance. World Journal of Advanced Research and Reviews, 2025, 28(01), 743-758. Article DOI: https://doi.org/10.30574/wjarr.2025.28.1.3505.

Copyright © 2025 Author(s) retain the copyright of this article. This article is published under the terms of the Creative Commons Attribution Liscense 4.0

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