The contemporary educational landscape demands a transition toward smart academics, directly influencing the preparation of future leaders. This type of system goes beyond traditional instructional methods, utilizing adaptive paths and harnessing cutting-edge technologies to foster problem-solving cognition and key competencies. By enabling student