This study aims to explore and measure the effectiveness of AI-Driven Mastery Learning in optimizing adaptive learning for Islamic Religious Education (PAI) in the Merdeka Curriculum era. Amidst the challenges of the traditional "one-size-fits-all" learning approach, Artificial Intelligence (AI) technology offers a solution through systems capable of personally tailoring materials and evaluations based on student needs. This research employs a Mixed Methods Research approach with a sequential explanatory design. Quantitative data were collected through learning outcome tests and perception/motivation questionnaires, while qualitative data were obtained through interviews, observations, and documentation. Instrument test results showed high validity and strong reliability, with a Cronbach’s Alpha value of 0.847 for learning outcome tests and above 0.80 for the motivation questionnaire. Research findings indicate that the integration of AI in PAI not only enhances the mastery of cognitive competencies but also increases student learning motivation through real-time feedback. Although AI plays a significant role as an adaptive assistant, the teacher's role remains essential as a moral and spiritual role model that cannot be replaced by technology.
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