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Assessment Literacy in the AI Age

Educational assessments for AI natives must undergo a fundamental shift beyond assessment of, for, and as learning to measure the entrepreneurial outcomes.

In his 2018 book Assessment Literacy for Educators in a Hurry, W. James Popham defines assessment literacy as an essential understanding of testing concepts and procedures that guide educational decisions. He emphasizes the importance of validity, reliability, and fairness in student assessments. These concerns remain foundational. However, the context in which assessment operates has changed radically. In the Age of Intelligence, humans are no longer the only learners. They must collaborate wit...

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