Project DATA: Building Thinking Discipline for AGI with Classical Philosophical Boundaries (Application of Classical Theory for AGI Safety)
Abstract
Project DATA is an AGI safety architecture implemented as executable control logic and deployed through a containerized, Kubernetes-based orchestration layer. It operationalizes classical philosophy—particularly epistemology and identity constraints—as structural boundaries on machine reasoning, enabling auditability, bounded inference, and traceable causal grounding. The project presents a reference implementation showing how philosophical safety principles can be enforced at the level of code, process isolation, and system governance. Project DATA does not propose a theory of consciousness or agency; all concepts are used strictly in a structural and informational sense. It is intended as a conceptual and technical contribution for researchers and practitioners interested in AGI safety, complex systems, and long-term risk management. Correspondence For licensing, collaboration, or architectural evaluation inquiries related to Project DATA, please contact: abufatih.projectdata@gmail.com
Fields of Study & Subjects
Ethics and Social Impacts of AI
Safety Systems Engineering in Autonomy
Psychiatry
Mental Health
Neuroscience
Publication details
- Publication date
- 1 January 2026
- Language
- EN
- Document type
- Preprint