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Introduction Artificial Intelligence is rapidly reshaping the global business landscape. As companies continue to embrace digital transformation, AI technologies are helping organizations improve operational efficiency, analyze complex data, and deliver better customer experiences. Businesses across industries are recognizing the strategic impor

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As education systems increasingly adopt digital tools, the conversation has shifted from experimentation to effectiveness. Artificial intelligence is no longer viewed as a novelty but as an operational layer that can meaningfully improve teaching quality and learning outcomes. However, the success of AI in education depends on one critical factor: