AURORA (Autonomous Unified Regulatory Oversight and Response Architecture)

Description:- Alexandria University, Egypt https://www.alexu.edu.eg/ Higher institute of social work, Alexandria, Egypt https://www.hisw.edu.eg/main_islist.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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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-06-28
DOI
https://doi.org/10.5281/zenodo.20999559
Primary Topic
Digital Mental Health Interventions
Type
preprint
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preprint

AURORA (Autonomous Unified Regulatory Oversight and Response Architecture)

Mostafa Abd Elsamie
Zenodo (CERN European Organization for Nuclear Research)
Digital Mental Health Interventions
preprint

AURORA (Autonomous Unified Regulatory Oversight and Response Architecture)

Mostafa Abd Elsamie
preprint en

Abstract

Description:- Alexandria University, Egypt https://www.alexu.edu.eg/ Higher institute of social work, Alexandria, Egypt https://www.hisw.edu.eg/main_islist.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.

Zenodo (CERN European Organization for Nuclear Research)
Alexandria Higher Institute of Engineering and Technology (EG), Higher Institute of Social Service (EG), Institute of Social Work (TZ)
Partnerships for the goals
Digital Mental Health Interventions
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