JAMES RICHARD; BALAJI SHANKAR. 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, [S. l.], v. 7, n. 1, p. 1–7, 2026. Disponível em: https://iscsitr.in/index.php/ISCSITR-IJSRAIML/article/view/ISCSITR-IJSRAIML_2026_07_01_001.. Acesso em: 5 feb. 2026.