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By 2050, AI Could Upend Schooling as We Know It

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Artificial intelligence could reshape schooling by midcentury, reducing the need for uniform instruction and rote assessment, according to psychologist Howard Gardner and legal scholar Anthea Roberts at a Harvard Graduate School of Education forum. Gardner, known for the theory of multiple intelligences, called AI a once-in-a-millennium shift that may make core cognitive functions—discipline, synthesis, and creativity—“optional” for humans as machines outperform us, while insisting that respect and ethics remain distinctly human domains. He envisions early schooling focused on reading, writing, arithmetic—and some coding—followed by coach-like teachers guiding students through exploratory, interest-driven learning rather than 10 to 15 years of traditional seat time.
Roberts argued tomorrow’s graduates will direct teams of AIs—acting as editors, coaches, and conductors—requiring stronger meta-skills in engagement and judgment. Both warned of the risk students will offload thinking to AI instead of expanding their capabilities. Roberts, who now works constantly with tools like Gemini, GPT and Claude, said the challenge for educators and policymakers is to design systems that encourage augmentation over replacement. “AI is already shaping the future of education,” moderator Martin West said, urging stakeholders to prepare for rapid change.

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— Sal Khan: How AI could save (not destroy) education

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