AI can generate practice questions and grade quizzes instantly, but human mentorship, empathy, and pedagogical intuition cannot be automated.
Calculators did not replace mathematicians, and word processors did not replace novelists. Generative AI will eliminate administrative grading drudgery while elevating the teacher's role as an inspiring intellectual mentor.
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An academic critique arguing that universities must replace outdated rote examinations with open-ended research sprints and project portfolios.
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Reflecting on India's competitive exam pressure cooker: exploring whether combining school records and creative portfolios could create a fairer system.
