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Reading: Harvard research fellow says higher education must rethink what students learn in AI era
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Harvard research fellow says higher education must rethink what students learn in AI era

Last updated: August 16, 2026 12:06 am
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Harvard research fellow says higher education must rethink what students learn in AI era
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Higher education is at a crossroads as institutions across the country grapple with how to approach artificial intelligence in the classroom. Universities have instituted policies around the technology, while some professors have returned to paper tests and taken other measures aimed at preventing students from improperly using AI.

However, Harvard University Senior Research Fellow Christopher Dede says they are focusing on the wrong problem, and are not adequately preparing students to face a world in which AI is ubiquitous.

“The problem is that our educational systems are geared to teaching reckoning and their quality is measured by assessing reckoning, the GRE, the SAT, the LSAT, et cetera, et cetera. And so what we’re doing is preparing human beings to lose to AI as opposed to preparing human beings with skills that complement AI,” Dede told Fox News Digital.

Dede is a seasoned professional when it comes to blending technology and education. He spent 22 years as the Timothy E. Wirth Professor of Learning Technologies at Harvard before becoming a research fellow with the university. Dede also served as the chair of the Learning & Teaching program at Harvard Graduate School of Education from 2001 to 2004.

Central to Dede’s view of AI in higher education is the distinction between “reckoning,” or calculative prediction, and “judgment.” He traces this back to philosopher Brian Cantwell Smith, explaining that while technology is good at reckoning, humans are good at judgment, making the two complementary rather than competitive.

Dede noted that the vast majority of what he has read about AI in education is “about doing things better,” such as revamping traditional teaching methods and automating them using generative AI. However, he argued that using AI to teach more efficiently overlooks a larger problem: many of the skills that students can learn from AI are also the ones that the technology will increasingly perform in the workplace.

“It’s really important to remember that anything that AI can teach, AI is going to do in the workplace because it’s actually much easier to build a workplace tool that just does whatever the skill is than it is to build a teaching tool that somehow has a glass box on top of the black box of AI so that human beings can learn how to do this,” he said.

STUDY FINDS MORE AI PRAISE FOR BLACK STUDENTS, SOFTER TREATMENT OF FEMALES

He said that the focus needs to be on “doing better things” rather than simply “doing things better.” Dede added that one of the core benefits of using emerging technology in education is actually being able to do something more powerful than what was previously possible.

Dede pointed to active, collaborative and project-based learning, as well as immersive simulations, as ways institutions can use AI to develop students’ judgment skills.

He used a negotiations course as an example, saying that a student could take multiple classes on the subject and earn good grades without ever actually demonstrating the ability to successfully negotiate. However, he believes AI could be used to assess whether students actually possess the ability to apply skills they have learned in the classroom.

“So, what AI can do is to mimic the landlord or to mimic a used car dealer or to mimic your boss when you want a raise, and let you rehearse and apply all those wonderful things you learned in your negotiation courses through practice so that when th

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