• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia
TechAI
Europe

Dean at top liberal arts university says AI could make Gen Z less skilled, not more: ‘You literally don’t need to know anything to use the technology’

Ryan Hogg
By
Ryan Hogg
Ryan Hogg
Europe News Reporter
Down Arrow Button Icon
Ryan Hogg
By
Ryan Hogg
Ryan Hogg
Europe News Reporter
Down Arrow Button Icon
April 19, 2024, 6:59 AM ET
Smiling university students with laptops on table at campus
Trinity Business School’s dean worries about the impact of AI on his students’ skills.Astrakan Images/Getty Images

The onset of AI has caused tech giants to clamber over one another to declare a new age of high-skilled worker productivity, with some even suggesting English majors could spearhead that revolution. 

Recommended Video

But a dean at Ireland’s top university, and one of the world’s best liberal arts schools, isn’t convinced his students are getting much out of the technology and worries it could cripple their ability to land a job when they graduate.

Speaking to the Irish Times, professor Laurent Muzellec said AI is just the latest advancement since the times of Socrates that has involved “letting go some skills.” That has big implications for Gen Z students at Trinity and elsewhere.

‘They literally don’t learn anything’

“What’s happening with AI, especially with generative AI, is that you literally don’t need to know anything to use the technology, at least to use it badly,” Muzellec told the Times.

“You just need to ask it the question, and it will spew out some kind of algorithmic answer, and that brings a huge threat to our ability to learn and our ability to upskill.

“The threat is that we will de-skill.”

Read more: I’m 22 and dread the ways AI will affect Gen Z’s future—and worse, that of our children. We need stronger regulation

Trinity College is famous for excelling globally in liberal arts subjects. The college is ranked 21st in the world for its English literature program, and 40th globally for the performing arts.

Indeed, the university set the scene for the millennial love story Normal People, where Connell and Marianne’s fraught romance was set against the backdrop of their time studying English literature and history and politics, respectively.

But Muzellec is concerned his students might start to get sloppy as they integrate large language models like ChatGPT into their essay writing. He said he had to assume 99.9% of his pupils were using the technology, often to their detriment.

“What the preliminary studies on AI show is that if students just use it to take the question their lecturer has asked, put it into the AI software, and then give back the answer, they are less motivated to learn. They literally don’t learn anything,” he said.

Will AI make us better or worse?

Professor Muzellec’s intervention pours cold water on widespread ambitions about a revolution among workers to leverage AI to become better at their jobs. It also raises questions about how shortcuts like ChatGPT could be affecting the long-term learning of Gen Z. 

The narrative on how employers will introduce AI to their workforce has often been murky. Indeed, employees have often been left in the dark about how they are meant to upskill. 

But optimists think workers will be able to leverage AI to improve their productivity, and a big share of those workers could come from a surprising source.

Speaking to Fortune in December, IBM Consulting’s partner in generative AI, Matt Candy, said graduates with a background in the liberal arts could be a hot commodity in the tech labor market.

“Questioning, creativity skills, and innovation are going to be hugely important, because I think AI’s going to free up more capacity for creative thought processes,” he noted.

“The speed at which people will be able to come up with an idea, to test the idea, to make something, it’s going to be so accelerated. You don’t need to have a degree in computer science to do that.”

Candy said jobs like prompt engineers, effectively teaching AI to think and speak like a human, will be incredibly valuable as incidents of “hallucinations” from the technology increase. 

Whether those students can keep their wits about them during university to land those jobs, though, is up in the air.

Join us at the Fortune Workplace Innovation Summit May 19–20, 2026, in Atlanta. The next era of workplace innovation is here—and the old playbook is being rewritten. At this exclusive, high-energy event, the world’s most innovative leaders will convene to explore how AI, humanity, and strategy converge to redefine, again, the future of work. Register now.
About the Author
Ryan Hogg
By Ryan HoggEurope News Reporter

Ryan Hogg was a Europe business reporter at Fortune.

See full bioRight Arrow Button Icon

Latest in Tech

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025

Most Popular

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Fortune Secondary Logo
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • Future 50
  • World’s Most Admired Companies
  • See All Rankings
Sections
  • Finance
  • Fortune Crypto
  • Features
  • Leadership
  • Health
  • Commentary
  • Success
  • Retail
  • Mpw
  • Tech
  • Lifestyle
  • CEO Initiative
  • Asia
  • Politics
  • Conferences
  • Europe
  • Newsletters
  • Personal Finance
  • Environment
  • Magazine
  • Education
Customer Support
  • Frequently Asked Questions
  • Customer Service Portal
  • Privacy Policy
  • Terms Of Use
  • Single Issues For Purchase
  • International Print
Commercial Services
  • Advertising
  • Fortune Brand Studio
  • Fortune Analytics
  • Fortune Conferences
  • Business Development
  • Group Subscriptions
About Us
  • About Us
  • Editorial Calendar
  • Press Center
  • Work At Fortune
  • Diversity And Inclusion
  • Terms And Conditions
  • Site Map
Fortune Secondary Logo
  • About Us
  • Editorial Calendar
  • Press Center
  • Work At Fortune
  • Diversity And Inclusion
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • Pinterest icon

Most Popular

placeholder alt text
Economy
Interest on the $38.8 trillion national debt has tripled since 2020, and it already costs taxpayers more than defense and Medicaid
By Nick LichtenbergMarch 2, 2026
2 days ago
placeholder alt text
Personal Finance
Current price of silver as of Tuesday, March 3, 2026
By Joseph HostetlerMarch 3, 2026
1 day ago
placeholder alt text
Real Estate
Meet a burned out 28-year-old who pays $168 a month in China's faux Venice to retire early from her Shanghai finance gig
By Albee Zhang and The Associated PressMarch 2, 2026
2 days ago
placeholder alt text
Middle East
Iran’s Islamic Revolutionary Guard controls a sprawling business empire that dominates the economy
By Jason MaMarch 2, 2026
2 days ago
placeholder alt text
Cybersecurity
Cities join Amazon in cutting ties with license-plate reader Flock following Ring's Super Bowl ad—that Flock 'didn't have anything to do with'
By Catherina GioinoMarch 3, 2026
22 hours ago
placeholder alt text
Personal Finance
Current price of gold as of March 3, 2026
By Danny BakstMarch 3, 2026
1 day ago

© 2026 Fortune Media IP Limited. All Rights Reserved. Use of this site constitutes acceptance of our Terms of Use and Privacy Policy | CA Notice at Collection and Privacy Notice | Do Not Sell/Share My Personal Information
FORTUNE is a trademark of Fortune Media IP Limited, registered in the U.S. and other countries. FORTUNE may receive compensation for some links to products and services on this website. Offers may be subject to change without notice.


Latest in Tech

Dara Khosrowshahi, chief executive officer of Uber Technologies
Successwork-life balance
Uber CEO Dara Khosrowshahi rejects work-life balance, even expecting staff to respond to emails on weekends: ‘Don’t come here if you want to coast’
By Emma BurleighMarch 4, 2026
22 minutes ago
man poses with arms crossed over legs
CryptoCryptocurrency
Exclusive: Cyclops raises $8 million to build stablecoin infrastructure for payments companies
By Carlos GarciaMarch 4, 2026
3 hours ago
altman
AIdocumentaries
Sam Altman turned down a documentary’s requests to talk. So the director cast a ‘Sam Bot’ as its protagonist
By Michael Liedtke and The Associated PressMarch 4, 2026
4 hours ago
NewslettersTerm Sheet
The French AI startup gunning for Workday, Oracle, and SAP
By Lily Mae LazarusMarch 4, 2026
5 hours ago
Fortune Editor-in-Chief Alyson Shontell and Khosla Ventures Founder Vinod Khosla: Graphic for Fortune 500 Titans and Disruptors of Industry podcast. Episode title: "AI and the end of work?"
NewslettersCEO Daily
Famed investor Vinod Khosla predicts free AI labor will lead to an era of few jobs and great abundance
By Alyson ShontellMarch 4, 2026
6 hours ago
NewslettersFortune Tech
The curious case of Nvidia’s employee stock compensation change-up
By Alexei OreskovicMarch 4, 2026
6 hours ago