What question did this study set out to answer?

The aim is to create a framework for proactive AI governance that prioritizes ethical oversight to protect vulnerable populations.

July 1, 2026Open Access

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AURORA (Autonomous Unified Regulatory Oversight and Response Architecture)

Key Points

The aim is to create a framework for proactive AI governance that prioritizes ethical oversight to protect vulnerable populations.
Developed a five-layer modular architecture comprising 24 innovations for comprehensive AI oversight.
Incorporated methodologies from social work for behavioral monitoring and ethical decision-making.
Invited institutional partnerships for selective implementation and empirical validation.
AURORA establishes a transformative approach to AI governance, enhancing accountability and transparency.
The framework supports continuous behavioral monitoring and ethical decision-making in AI applications.
Facilitates collaboration between social sciences and computational engineering for better governance.

Abstract

Description: - Alexandria University, Egypt https: //www. alexu. edu. eg/ Higher institute of social work, Alexandria, Egypt https: //www. hisw. edu. eg/mainᵢslist. asp Aurora initiative Egypt https: //www. facebook. com/share/1EHFCyJcwW/ Mostafa abd elsamie abd elall Mohammad https: //orcid. org/0009-0002-2948-9092 AURORA (Autonomous Unified Regulatory Oversight and Response Architecture) 10. 5281/zenodo. 20999560 AURORA (Autonomous Unified Regulatory Oversight and Response Architecture) https: //osf. io/r3a8w/overview AURORA Framework v3. 0: Concise Abstract & IntroductionOverviewThe AURORA Framework (Autonomous Unified Regulatory Oversight and Response Architecture) v3. 0 introduces a transformative approach to AI governance, shifting from reactive external auditing to proactive, architecturally embedded control. Grounded in the ethical imperatives and systemic intervention methodologies of Social Work, this framework reframes AI oversight as a fundamental societal mission to safeguard human welfare and protect vulnerable populations. Key Perspectives and MethodologyAURORA is structured around a modular, five-layer architecture comprising 24 distinct innovations. These components provide a comprehensive "design vocabulary" for continuous behavioral monitoring, ethical decision-making, and graduated intervention. This version represents a pioneering model of Human-AI Collaborative Research, where the author acts as the architect of governance intent and ethical boundaries, utilizing AI models as technical partners to formalize complex specifications. Collaboration and PurposeDesigned as an invitation for institutional partnership, AURORA bridges the gap between human-centered social sciences and advanced computational engineering. It is a governance architecture specification—not a standalone software product—intended for selective implementation and empirical validation by regulatory bodies and academic institutions. Ultimately, AURORA offers a scalable blueprint for ensuring that autonomous systems remain inherently accountable, transparent, and steadfastly aligned with human-centered values.

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AURORA (Autonomous Unified Regulatory Oversight and Response Architecture)

Key Points

Abstract

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