• 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
  • World's Most Admired Companies
  • See All Rankings
  • Lists Calendar
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
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • Pinterest icon

© 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

AI
AIChina
Americans are busy getting angry and throwing a fit about AI while the Chinese use it to book travel, order food and hail rides
By Chan Ho-Him and The Associated PressMay 6, 2026
44 minutes ago
mcdermott
AIMarkets
ServiceNow just told Wall Street it’s going to double again. Here’s why $30 billion of revenue isn’t crazy
By Nick LichtenbergMay 6, 2026
53 minutes ago
The CEO behind Grand Theft Auto VI doesn’t play video games, but is staking $1.5 billion on the biggest game launch of the decade
Big TechVideo Games
The CEO behind Grand Theft Auto VI doesn’t play video games, but is staking $1.5 billion on the biggest game launch of the decade
By Marco Quiroz-GutierrezMay 6, 2026
1 hour ago
mcdermott
AIAI agents
Your company’s AI could delete everything in 9 seconds. ServiceNow wants to be the kill switch
By Nick LichtenbergMay 6, 2026
2 hours ago
Gas crisis? Kelp could be the biofuel answer to high gas prices, but only if the government removes some red tape
Environmentgas prices
Gas crisis? Kelp could be the biofuel answer to high gas prices, but only if the government removes some red tape
By The Associated Press, Ana Georgescu and Zoe BeketovaMay 6, 2026
3 hours ago
Inside Home Depot’s marketing playbook: weather signals, influencers, and an app to drive bigger baskets
C-SuiteMarketing
Inside Home Depot’s marketing playbook: weather signals, influencers, and an app to drive bigger baskets
By Ruth UmohMay 6, 2026
3 hours ago

Most Popular

A Michigan farm town voted down plans for a giant OpenAI-Oracle data center. Weeks later, construction began
Magazine
A Michigan farm town voted down plans for a giant OpenAI-Oracle data center. Weeks later, construction began
By Sharon GoldmanMay 6, 2026
10 hours ago
Tokyo is throwing out its strict office dress code and asking workers to wear shorts amid the war in Iran energy crisis
Success
Tokyo is throwing out its strict office dress code and asking workers to wear shorts amid the war in Iran energy crisis
By Emma BurleighMay 5, 2026
1 day ago
Economists have found an answer to slowing cognitive decline: avoid retiring early, study finds
Economy
Economists have found an answer to slowing cognitive decline: avoid retiring early, study finds
By Sasha RogelbergMay 5, 2026
1 day ago
Current price of oil as of May 5, 2026
Personal Finance
Current price of oil as of May 5, 2026
By Joseph HostetlerMay 5, 2026
1 day ago
Clean energy's winning argument is the one it refuses to make
Commentary
Clean energy's winning argument is the one it refuses to make
By David CraneMay 5, 2026
1 day ago
Gen Z workers say showing up 10 minutes late to work is as good as on time—but baby boomer bosses have zero tolerance for tardiness, research reveals
Success
Gen Z workers say showing up 10 minutes late to work is as good as on time—but baby boomer bosses have zero tolerance for tardiness, research reveals
By Orianna Rosa RoyleMay 5, 2026
1 day ago