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Artificial intelligence has become a powerful force in reshaping modern education, but its effectiveness depends largely on how well it is aligned with academic structures and classroom realities. While many AI tools are designed for general use, they often lack the precision, discipline, and pedagogical alignment required in formal learning enviro

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