Parmar, P. K.; Dalvadi, D. D.; Bhavsar, S. C.; Khamar, J. A.; M. Barot, H. From Prediction to Prevention: A Causal AI Framework for Student Dropout Risk and Targeted Interventions. IJAIML 2026, 6, 631-636.