ShodhPatra: International Journal of Science and Humanities

Reimagining Teacher Education in India: AI-Enabled Pedagogy, Assessment, and Human–AI Collaboration for 21st Century Classrooms

There is an urgent need to rethink teacher education in India due to the rapid growth of Artificial Intelligence (AI), which is changing educational institutions globally. The integration of AI into professional preparation frameworks, assessment systems, and pedagogical practices in teacher education is conceptually examined in this study. The study examines the potential of AI-enabled tools to promote competency-based assessment, reflective teaching practices, and individualized learning, drawing on current literature and policy viewpoints from the Ministry of Education and the National Council for Teacher Education. The analysis highlights emerging pedagogical innovations such as adaptive learning environments, intelligent tutoring systems, and automated assessment technologies that enable real-time feedback and data-informed instructional decisions. In order to preserve human judgment, professional autonomy, and socioemotional engagement in the learning process, the study highlights that AI should work as a collaborative partner rather than a replacement for educators. Based on a synthesis of literature and theoretical frameworks, the study proposes an AI-Integrated Teacher Education Model (AITEM) structured around four interrelated pillars: AI-enabled pedagogy, smart competency-based assessment, teacher AI literacy and professional development, and ethical human-centred governance. The study makes the case that balanced human-AI partnership, which enhances teaching efficacy while guaranteeing the ethical and responsible use of emerging technology, is the key to the future of teacher education in India.