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Dartmouth professor says he is stunned simply how scared his Gen Z college students are of AI
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Dartmouth professor says he is stunned simply how scared his Gen Z college students are of AI

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Last updated: December 20, 2025 2:30 pm
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Published: December 20, 2025
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Contents
The worry of shedding your selfWhat Jerry Seinfeld believes about laborious workJulia Baby‘s lengthy report of failure earlier than success

When Scott Anthony (Dartmouth School, class of 1996) left a 20-year profession in high-stakes consulting to affix the school at his alma mater in July 2022, he thought he was leaving the “intense day-to-day fight” of the company world for a quieter lifetime of educating. As a substitute (as Anthony beforehand described in a commentary for Fortune), he arrived on campus simply months earlier than the discharge of ChatGPT, touchdown him squarely within the heart of the unreal intelligence (AI) revolution that has left lots of his college students paralyzed by anxiousness.

In a current interview, the previous guide at McKinsey and Innosight, a boutique agency cofounded by Clayton Christensen and Mark Johnson in 2000 and bought by Huron in 2017, revealed the prevailing temper among the many subsequent era of enterprise leaders isn’t simply pleasure—it’s worry.

“One of many issues that basically surprises me constantly is how scared our college students are of utilizing it,” Anthony stated. He clarified this anxiousness isn’t merely about educational integrity or dishonest. Loads of his college students are excited to make use of AI and push into the frontier of this new tech advance, he clarified, however a significant portion method it with “hesitation and worry.” They’re “scared full cease.”

“There’s one thing about AI the place individuals, I believe, fear that they’ll lose their humanity in the event that they lean an excessive amount of into it,” Anthony defined. That is totally different from lots of his long-tenured educational colleagues, who he stated are normally desirous to dig into the brand new instruments at their disposal. The freshly minted writer of Epic Disruptions: 11 Improvements That Formed our Fashionable World, Anthony talked to Fortune about educating a course on disruption whereas training and work itself is in the course of being disrupted itself. “Historical past teaches me very clearly that in the course of a change like this, it’s very messy.”

The worry of shedding your self

Anthony stated what he believes about finding out disruption, and managing by it as a guide, is that you simply look again in a while and the sample turns into clear, however at this explicit stage, “there’s simply plenty of noise.” He stated he understands his college students’ considerations about AI and shares it to some extent—offloading an excessive amount of cognitive work to AI will atrophy the important pondering abilities required to guide.

An eye-catching MIT research printed in June would appear to make Anthony’s level. Titled “your mind on ChatGPT,” with a subtitle mentioning “accumulation of cognitive debt.” Extensively lined within the media as supporting Anthony’s college students’ worry, that AI instruments can by some means hurt humanity, the research instructed that “cognitive exercise scaled down in relation to exterior software use.” In different phrases, it means that utilizing AI makes you stupider.

Vitomir Kovanovic and Rebecca Marrone, from the College of South Australia, argued in The Dialog on the time that “brain-only group” repeated the duty in query thrice, a phenomenon referred to as the familiarisation impact. The AI management group solely received to “use their brains” to carry out the duty as soon as, they famous, and so achieved solely barely higher engagement than the brain-only group’s first strive. They argued AI is functioning like a calculator, and duties haven’t change into superior sufficient to place college students by the ringer, even utilizing AI instruments. Anthony, who didn’t touch upon that particular MIT research, advised Fortune he’s rolled up his sleeves on AI assessments.

“I’ve been educating a category about the way you lead disruptive change,” Anthony stated, including he desires to search out somebody who must study a selected matter and use AI to sort out that. This doesn’t imply he desires one thing like, say, an AI-driven track that required one immediate to make. “I would like you to truly go and expose the heart of the work that you simply did so I can then go and see whether or not you realized something or not.” Generally, he stated, elegant outputs are the consequence from college students who didn’t study something, however he additionally will get “tough outputs the place once you see what they’re truly doing.”

When requested concerning the instance of somebody like Jure Leskovec, the Stanford pc science professor who went absolutely to blue-book exams a number of years in the past, as Fortune reported in September, Anthony stated he revered that, but it surely wasn’t for him. “I’ve by no means given a blue-book examination,” he stated, noting he’s just some years faraway from his consulting profession and he might strive it, however he’s not there but. A few of his colleagues are very strict nonetheless: Not solely does one colleague nonetheless solely do blue-book exams, “he doesn’t permit individuals to go to the lavatory throughout the examination. You simply, you’ll be able to’t go away the room.”

He agreed with Leskovec some adjustments are already irreversible: “The writing is all good now. The dangerous writing has been taken out.” This may be “harmful,” he added, saying he actually pushes his college students to withstand temptation.

“The factor I’ve simply actually been pushing, whether or not it’s college students or whether or not it’s the executives that I’ve been working with, it’s so seductive and simple to say, ‘Let me offload,’” he stated. The explanation why, he defined, has to do with what he realized about Jerry Seinfeld and Julia Baby whereas researching his guide.

What Jerry Seinfeld believes about laborious work

To paraphrase Seinfeld, Anthony stated he tells his college students “the correct means is the laborious means.” He recalled an interview Seinfeld gave to the Harvard Enterprise Evaluation in 2017 when the well-known comic, with a popularity as a little bit of a micromanager, was requested if he ever needed McKinsey to assist together with his course of. “Who’s McKinsey?” He requested. When advised that it was a consulting agency, he countered, “Are they humorous?”

Seinfeld was making the purpose, Alexander advised Fortune, that the laborious option to be humorous is the correct means, at the very least for him. He stated he desires college students to do the “laborious work” to develop the knowledge essential to handle AI successfully.

“We simply should separate individuals from know-how once we’re assessing studying or else we’re going to get AI regurgitation,” he warned. That may be helpful for some issues, “however when you’re making an attempt to determine whether or not individuals study one thing or not, it’s ineffective.”

Anthony additionally drew on a health analogy: “You go to the fitness center, you need to raise any quantity of weight, carry a forklift with you. You possibly can raise the burden, however that’s not the purpose.”

Julia Baby‘s lengthy report of failure earlier than success

Anthony stated his analysis, educating on the Tuck Faculty of Enterprise, and his writing exhibits individuals are getting slowed down by AI when they need to be targeted on the laborious work Seinfeld was referencing. Take the instance of the well-known cooking writer Julia Baby, which Anthony stated was his favourite chapter of the guide as a result of it was essentially the most shocking. The lesson he drew from it’s that you could be not be capable of be the following Steve Jobs, however you would be the following Julia Baby. “If life bounces the correct means, I may think about that taking place to me, you already know?”

The professor defined Baby’s instance exhibits disruption “isn’t about being a superhero,” but it surely’s extra about peculiar individuals following sure behaviors and displaying curiosity.

“It’s a reminder that there is no such thing as a straight line to success,” he stated. She began engaged on her masterpiece, Mastering the Artwork of French Cooking, roughly 10 years—and two writer adjustments—earlier than succeeding with it. She additionally failed her first examination at Paris’ Cordon Bleu, persevering to change into the lady who introduced French delicacies to mainstream America. “It’s traditional hero journey form of stuff,” he stated.

Take into account the primary French meal that Baby cooked for her husband, Anthony stated: mind, simmered in purple wine. “All people agreed it was a catastrophe.” However once more, he stated, the laborious work was the purpose.

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