James Richard, Balaji Shankar. Epistemic Adaptation in Self-Evolving Machine Learning Systems Under Open-World Constraints. ISCSITR-IJSRAIML. 2026;7(1):1-7. Accessed February 5, 2026. https://iscsitr.in/index.php/ISCSITR-IJSRAIML/article/view/ISCSITR-IJSRAIML_2026_07_01_001