The development of personalized instruction is poised to revolutionize how we view instruction. This innovative paradigm utilizes AI and data science to build tailored educational pathways for each learner . Through the integration of smart platforms , educators can gain deeper knowledge into educational outcomes, enabling them to provide focused a