James Richard and Balaji Shankar (2026) “Epistemic Adaptation in Self-Evolving Machine Learning Systems Under Open-World Constraints”, ISCSITR - INTERNATIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING (ISCSITR-IJSRAIML) ISSN (Online): 3067-753X, 7(1), pp. 1–7. Available at: https://iscsitr.in/index.php/ISCSITR-IJSRAIML/article/view/ISCSITR-IJSRAIML_2026_07_01_001 (Accessed: 5 February 2026).