AI Applications in Higher Education in Malaysia: An Academic Review
by Fairus Muhammad Darus, Nik Azlin Nik Ariffin, Norina Ahmad Jamil
Published: November 24, 2025 • DOI: 10.47772/IJRISS.2025.910000786
Abstract
Artificial Intelligence (AI) is rapidly transforming the landscape of higher education globally, and Malaysia is actively embracing this technological shift. This report provides a comprehensive, academically referenced analysis of AI applications within Malaysian higher education institutions (HEIs), exploring their multifaceted benefits, the significant challenges encountered during adoption, and the key factors influencing their integration. The analysis reveals that AI offers substantial opportunities for enhancing personalized learning experiences, streamlining administrative processes, revolutionizing assessment methodologies, supporting research, and promoting greater accessibility and inclusion. However, its transformative potential is tempered by critical concerns, including ethical dilemmas, risks to academic integrity, data privacy vulnerabilities, the potential for over-reliance on technology, and existing limitations in skills, infrastructure, and funding. The integration of AI in Malaysian higher education is not merely an organic technological evolution but a deliberate, government-backed national imperative, deeply intertwined with Malaysia's broader economic and industrial aspirations, particularly its Fourth Industrial Revolution (4IR) agenda. While AI holds the promise of democratizing learning, its actual impact on educational equity is heavily dependent on addressing fundamental infrastructure and access disparities. Furthermore, a central challenge lies in the paradox of AI's efficiency, where the very tools designed to enhance learning might inadvertently impair the development of critical thinking and independent learning skills if not integrated thoughtfully. Addressing these interconnected challenges requires a holistic, policy-driven approach, emphasizing responsible AI governance, sustained investment in infrastructure and talent development, and a pedagogical shift that prioritizes human-centric learning alongside technological advancement. Recommendations are provided for policymakers, HEIs, and students to navigate this evolving landscape effectively, ensuring AI integration aligns with national educational goals and values, fostering critical thinking, and preparing a workforce for the digital age.