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This literature review explores Kane's Interpretation and Use Argument (IUA) framework, a pivotal tool in modern educational assessments. Through a narrative review of various scholarly works, the paper elucidates the foundational principles, core components, and applications of Kane's IUA. It distinguishes between two primary arguments within the framework - the Interpretive and Validity Argument, outlining their respective steps and characteristics. Highlighting the adaptability of the IUA to diverse assessments, the study emphasizes its significance in the 'post-psychometric era'. This review offers crucial insights into the IUA's application in innovative education assessments, benefiting educators, students, and the wider measurement community.