Shalamo Duguna, D. G.; Abdo Mohammed Noman, A. The Observability Paradox in Artificial Intelligence Ethics: Philosophical Foundations of Explainability and Epistemic Limits in Autonomous Decision Systems. Big.D 2026, 3, 9-14.