As artificial intelligence (AI) reshapes every aspect of human life, the concept of learning outcomes—the skills, knowledge, abilities, and competencies that students should acquire and demonstrate by the end of their education—requires a fundamental shift. Traditionally, learning outcomes have emphasized cognitive skills like information recall, problem-solving, and critical thinking. However, as AI increasingly excels in these functions, this conventional approach must undergo a radical tr...
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