The Journal.

The ‘Class of AI’ Enters the Workforce

22 min
May 29, 2026about 2 months ago
Listen to Episode
Summary

The Class of 2026, the first college cohort to use AI throughout their entire education, faces conflicting messages about artificial intelligence as they enter the workforce. While colleges initially banned AI as cheating, employers now demand AI fluency as a core job requirement, leaving recent graduates anxious about both job displacement and their ability to compete without these skills.

Insights
  • Colleges shifted from banning AI to requiring it as employers demanded AI-fluent entry-level workers, creating whiplash for students who were initially punished for using the technology
  • Entry-level job market shows mixed signals: some companies hiring fewer junior workers due to AI automation, while others are doubling down on entry-level hires specifically to teach existing staff AI best practices
  • Recent graduates report high anxiety despite relatively lower unemployment rates compared to 2008 financial crisis or COVID, driven by uncertainty about how AI will reshape their career trajectories
  • AI fluency is now a baseline expectation in entry-level job postings across multiple industries (finance, tech, graphic design, marketing, HR), not a differentiator
  • Students are using AI strategically in job applications (resume optimization, cover letter writing) while simultaneously fearing the technology will replace their roles
Trends
AI fluency becoming baseline requirement for entry-level hiring across industriesCompanies using entry-level hires as internal AI trainers for existing workforceShift from AI prohibition in education to mandatory AI literacy in curriculaGenerational anxiety about job displacement despite stable unemployment dataEmployers uncertain about workforce structure post-AI, creating ambiguity for new workersAI tool mentions (ChatGPT, Claude, Gemini) appearing in job descriptions as standard qualificationsEducational institutions adapting assessment methods to evaluate AI usage rather than ban itEntry-level workers entering roles with higher responsibility expectations due to AI capabilities
Topics
AI in higher education curriculumEntry-level job market disruption from AIAI literacy as job requirementGenerational workforce anxiety about AI displacementCollege policies on AI tool usageEmployer expectations for AI-fluent workersAI in job application and resume optimizationEducational assessment of AI tool usageCareer planning in AI-driven economyWorkforce reshuffling and job role redefinitionAI adoption across industriesStudent perspectives on AI in workplaceEmployer uncertainty about AI implementationEntry-level hiring trends post-AIAI ethics in education
Companies
ChatGPT
Primary AI tool discussed throughout episode; students use for studying, research, essays, and job applications
Claude
AI tool mentioned as baseline requirement in entry-level job postings alongside ChatGPT and Gemini
Gemini
AI tool mentioned as baseline requirement in entry-level job postings alongside ChatGPT and Claude
University of Vermont
Featured case study with student Emma who initially avoided AI before professors incorporated it into curriculum
Cornell University
Alma mater of Michael, a recent graduate and first-year medical student interviewed about AI perspectives
University of Arizona
Institution where Michael, a first-year medical student, is studying and using AI for medical education
NC State
College where Ben Cole graduated; he expressed optimism about AI entering the workforce
Harvard University
Hosted graduation ceremony where comedian Ronnie Chang gave anti-AI commencement speech
People
Ryan Knudson
Host of The Journal podcast episode analyzing AI's impact on Class of 2026 graduates
Alison
Reporter who covers workplace issues and conducted interviews with students about AI in workforce
Emma
Finance and marketing student featured as case study of evolving attitudes toward AI from skepticism to adoption
Michael
Recent Cornell graduate expressing excitement about AI capabilities in medical education while noting accuracy concerns
Ben Cole
Graduate expressing optimism about AI and confidence entering workforce full-time
Bella
Junior economics and journalism student expressing mixed nervous and optimistic feelings about AI
Elon Rosenbaum
Graduate who shared perspective on AI and career prospects
Ronnie Chang
Delivered anti-AI commencement speech at Harvard University graduation ceremony
Quotes
"They tell you that AI is the future, and it's this inevitable thing that you need to accept, and it's going to radically change the world. Well, that message isn't really going over with a bunch of people who have been told that AI is going to take away entry-level jobs"
AlisonEarly in episode
"Employers are saying, you know, when students get to us, we want them to be familiar with the technology, but it's up to the college to teach them how to use it. And so if you're a young person entering the workforce, you need to show you can use AI."
AlisonMid-episode
"It feels like such whiplash for these college students who like, not that long ago, were sort of told like, don't touch AI. It is bad. It is cheating. It is wrong. And then they're immediately going to this workforce that's like, you need to do this."
Ryan KnudsonMid-episode
"I don't want to outsource my critical thinking, which is something that we hear from a lot of different students that they're worried about what using AI will do to their ability to really retain information."
AlisonEarly-mid episode
"I see chat GPT doing all these things that I've been learning to do and it does it so easily and it appears that it does it so much better than I ever could. Being early in my career, there's a very real fear of being replaced by the technology that I'm being told to embrace."
Recent graduate (unnamed)Later in episode
Full Transcript
A funny thing has been happening at college graduations this spring. The rise of artificial intelligence is the next industrial revolution. What happened? Okay, I struck a chord. May I finish? A lot of commencement speakers are getting booed when they bring up AI. This time it was the architects of artificial intelligence. Interesting. This reaction is happening all over the place. From Florida to Tennessee to Arizona. Why are all these college students booing commencement speakers when they bring up AI? Well, you're expecting people to have a positive reaction to something that's an existential threat, kind of, to their careers. Our colleague Alice in Poli covers the workplace. You have a commencement speaker and you're waiting for them to say something inspiring, and then they tell you that AI is a positive reaction to something that's an existential threat to their careers. They tell you that AI is the future, and it's this inevitable thing that you need to accept, and it's going to radically change the world. Well, that message isn't really going over with a bunch of people who have been told that AI is going to take away entry-level jobs and going to change their entire future. They have no clue how it's going to shape their careers because employers themselves don't even know how AI is going to shape their workforces. And for people who are just getting in at the bottom level, yes, that can be an opportunity, but it can also be really anxiety inducing too. Hi, my name is Bella. I'm going into my junior year of college. I'm studying economics with a minor in journalism. As college students and recent graduates, beyond the booing, how are they really feeling about AI? And we got a lot of responses. I am both nervous and optimistic about AI. Hey, Journal Team. My name is Elon Rosenbaum. Hi, this is Michael. I'm a recent grad. I am a first-year medical student at the University of Arizona. I graduated from Cornell University one year ago, and personally, I'm very excited about the possibilities and capabilities of AI in my own career. I have some complicated feelings on the subject. My name is Ben Cole. I'm a recent grad from NC State. Overall, I'm feeling pretty optimistic about AI and feel confident heading into the workforce full-time. AI is going to lock a lot of people out of entry-level jobs, which might mean locking a lot of people out of the job market entirely. Being a medical student in this age of easy AI access has been amazing for education. It has also opened my eyes to how incorrect it can be. It's important to understand how to use AI to your advantage and get the most out of it. Do I remain a little scared? I think that's on everyone's mind. There's still so much uncertainty, and that is what's somewhat terrifying. Welcome to The Journal, our show about money, business, and power. I'm Ryan Canusson. It's Friday, May 29th. Coming up on the show, the class of 2026 confronts their AI futures. The Internet is coaching our kids. When boys hear that on repeat, it shapes how they see themselves. We can't leave it to those voices. We have to be louder. Together, with AI, we need to coach them, guide them, back them. Building our boys up every chance we get. Be yourself. Back your mates. Confidence comes from the beginning. As proud partner of the England teams, EE has support and guidance to help build all our boys up on and off the pitch. Search EE Yes Boys. Blowing our budget on metrics that look great till the CFO sees them. That's bull spend, and marketers are calling it out in dashboard confessions. I remember telling my boss it'll be good for the brand when leads were slow. Yeah, it wasn't. Cut the bull spend. LinkedIn lets you target by company, job title, and more. Advertise on LinkedIn. Spend £200 on your first campaign and get a £200 credit. Go to linkedin.com. When ChatGPT was released, the class of 2026 were freshmen. They're the first class to have had access to AI for almost their entire college career. Alison calls them the class of AI. And so people start experimenting with it. They're like, what is this? What can it do? Some students I talked to were using it to do some last minute study prep. Others were just playing around with it, looking for recommendations for books and movies. Nothing related to finals, they said. And pretty quickly, college administrators realized, okay, this is a really powerful chatbot or research tool that can provide answers very quickly. And that can write essays. And that can write essays. And so colleges pretty quickly put into their syllabi, you cannot use ChatGPT. This is plagiarism. This is cheating. Don't use it. One of our colleagues spoke to a student named Emma. Emma studied finance and marketing, and she was pretty skeptical of AI when it first started rolling out her freshman year. I honestly feel like I was pretty disillusioned for a while, I think. I was not very quick on the uptick. So Emma is a student at the University of Vermont. And when ChatGPT first came out, you know, she really avoided it. She did not want to use it. Some of her peers were using it for assignments. She was like, this feels like cheating. Most professors either wouldn't say anything or they would say like, no AI, don't use it for assignments. There's a lot of, we're using lockdown browsers or whatever for all exams. So it was just like, was not something that was part of the curriculum at all. Colleges and even a lot of students like Emma worried that using AI would make them dumber because they wouldn't have to think for themselves anymore. I don't want to outsource my critical thinking, which is something that we hear from a lot of different students that they're worried about what using AI will do to their ability to really retain information. So how successful were colleges at getting students not to use AI? Broadly, of course, it varies by the individual, but they didn't listen, you know, and they were still using it. They're like, okay, well, maybe I won't use it to write my paper, but I'll use it to do all the research and then I'll write it. Or I'll use it to outline what the paper should say and then I'll write each paragraph myself. Exactly. Oh, I'm taking a really hard calculus class. Well, let me just see what the answer is and then I'll figure out how to solve it later, you know, that type of thing. I mean, I can imagine just to say like, it's just, it's so tempting. When you're in college, you're so busy, you've got so many things going on. It's hard to sit there and spend an hour or hours trying to solve a problem or write an essay when like, there's just this button you compress that will do it instantly for you. Right. And you just take, it takes so much will to resist it. Yeah. And in the backdrop, there's all this pressure to get an internship to start working your way toward eventually being able to get a job. And when you're applying for internships, people look at grades. And so if there's something that can help you achieve a better grade or get that outcome, yeah, it is really tempting. It didn't take long for colleges to realize that trying to fight AI was like trying to fight gravity. Students were going to use it and colleges needed to adapt. There are professors who are saying, yes, you can use this, but within reason and with limits. And so they're changing their coursework and they have started encouraging students to experiment with AI and really learn how to use the tool in class. As part of class assignments. Emma, the University of Vermont student said she first started using AI when her professors started asking her to. I don't remember like actually using Chatchapati or any kind of LLM until probably my junior year. That's when I think it started to show up in class a little by and I was like, okay, like maybe I'm kind of interested in checking it out. I don't want to be missing out on the opportunity. So I think I first started using it kind of in a class context. And then since then, especially this past year, I've had professors who are either more forward about how they use AI or they want to like stimulate conversation about it in class. Emma says that one of her professors incorporated AI in class in a way that she found really effective. She knows that everybody is using it. So she requires you to submit all of your chat logs with your assignments. And then she prints them out and literally underlines them and analyzes them and makes comments on like what kind of questions you asked, what kind of responses did you get. She was always pushing conversations to be more so about like, what is the tool? How are you using it? How are you pushing back against it when it gives you whatever response you're looking for? How can you find queries that are actually going to help you get the job done without erasing the thinking and the learning portion of it? While colleges have been more cautious about AI, businesses, a.k.a. these students future employers, are going full throttle. Employers are saying, you know, when students get to us, we want them to be familiar with the technology, but it's up to the college to teach them how to use it. And so if you're a young person entering the workforce, you need to show you can use AI. Well, it feels like such whiplash for these college students who like, not that long ago, were sort of told like, don't touch AI. It is bad. It is cheating. It is wrong. And then they're immediately going to this workforce that's like, you need to do this. You need to use it as much as possible. It's the future and it is everything. Yes, exactly. And so where do you fit into that as a person, as a future employee, when you're entering your first job too? It's really overwhelming. Emma, now a college graduate, says she's come around to some of the benefits of AI. And even though she has a job lined up, the stress of what it could mean for a career is still very real. I think everybody is just kind of feeling pretty scared and uncertain. For example, my mom loves to send me like, um, like, scare email messages and like, articles that she's finding that's like, everybody's jobs will be wiped out. I think her point is to like motivate me to like, use it more so I can avoid getting my job easing up. But I'm like, mom, like I'm already scared. I don't need to hear it from you with love. So what does an AI future look like at work for the class of 2026? That's next. As college students in recent grads turn their focus to the job market, some are at least a little bit excited. As a recent college graduate, I think AI is something people need to embrace rather than avoid. I use AI in my everyday life and I genuinely believe it's meant to make our lives easier when it's used in the right way. I use AI nearly every day in my life, whether it's about ideas, learn, write code, or to talk through a decision with. That being said, I'm very optimistic about AI but with a degree of caution. I think it is an incredible tool that makes it so I can get certain tasks done a lot faster. Overall, I think AI is creating many, many job opportunities for young people who are willing to learn these new skills that are not very well mapped out yet. Others are more wary. To be brief, the thought of AI scares me quite a bit. I see chat BT doing all these things that I've been learning to do and it does it so easily and it appears that it does it so much better than I ever could. Being early in my career, there's a very real fear of being replaced by the technology that I'm being told to embrace. If new methods of attaining artificial general intelligence are successful, I'm just going to hope that they come after I get tenure. I think a lot of us are going into the workforce and seeing AI as just this looming threat. I mean, people have been telling us since it's come out, AI is going to replace you. It's going to replace your job. It's going to replace your function, your utility. And that is a terrifying thing to hear. And some of the college graduates we heard from said they're using AI to try to get jobs. Now, AI really was helpful in the job application process. So I would run a lot of my application answers through chat GPT. It helped me through best practices of how to write a cover letter. I ran my resume through there and it helped me cut things down, what feels redundant, what's professional, what's helpful, what's necessary. I think a lot of my interviews when I was job hunting were how have you used AI, how do you plan to use AI? And I think that's something that's exciting because a lot of these companies don't have people that have any AI experience. Our colleague Allison says the confusion grads are feeling makes sense because right now a lot of companies don't even know what they want from AI. Employers themselves don't even know how AI is going to shape their workforces. They're still trying to figure out what positions they need, who they should hire for, what those people should be doing. There's going to be a great reshuffling of the workforce in terms of the way that companies think about their workers. So once these students go on the market for these entry level jobs, can you talk about what they're seeing? Overwhelmingly, AI fluency is mentioned in a lot of these entry level job postings or they'll mention familiarity with chat GBT, with Claude, with Gemini. It's one of the ideal requirements. They're assuming that students are coming in having used these tools before. They're not thinking that, oh, somebody's going to come in and never have typed something into AI before, have experimented with it before. That's a given for them now. And are they seeing it across the board in all industries? In many industries, yes. In finance, of course, in tech. But even in graphic design, and that feeds into the sense of inevitability of, oh, you know, all of these companies are saying that they need to do this. The data on the job market for recent college graduates is mixed. Employer surveys show that some companies do expect to hire fewer junior workers because of AI. And in March, unemployment for college graduates 22 to 27 years old rose to one of the highest levels in over a decade. I talked to a lot of students who have submitted tons of applications, haven't been able to find a job and are really struggling. And these are students who studied everything from marketing or human resources to even accounting. And especially because in this job market, with tons of layoffs, you have more qualified people who are willing to take a pay cut to keep working and work in entry level jobs. But there are some companies that say they're doubling down on hiring more entry level workers specifically because of their ability to use AI. They also want these people to come in and teach everyone else who already works there the best ways to use AI. So in that way, it's putting more pressure maybe on these entry level roles where people are coming in with more responsibility and less of a sense of the company thinking they need to pay their dues before they start contributing. Interesting. So they're actually thinking that these recent graduates are going to have more skills in AI. And so therefore, there's like a reason to actually overindex in that category. Exactly. So there have been a lot of disruptive times to graduate from college, you know, after the 2008 financial crisis, COVID, obviously. How do you think this moment of this kind of AI revolution that we're in compares? If you look at the data, the unemployment is not as high as it was at those times. So, but that doesn't mean this isn't hard. And this, it doesn't mean this isn't full of anxiety for a lot of people who, when companies don't even really know what they want from workers, if you're just entering the workforce, how do you pitch yourself to a company when you're just trying to get your first job and make your way in? So data-wise, it's not as severe in terms of finding a job. I think anxiety-wise, it's pretty tough. I should say, not all speeches to graduates have been lauding the revolutionary power of AI. I'm here to tell you the mission of your generation is to destroy AI. On Wednesday, as part of Harvard University's graduation ceremonies, comedian Ronnie Chang gave a different take. Can I just say f*** AI? F*** AI. F*** AI. I'm so glad you agree. I prepared a completely different speech in case you guys turned on me, but I won't be needing that anymore. That's all for today, Friday, May 29th. The journal is a co-production of Spotify and The Wall Street Journal. Additional reporting in this episode by Roshan Fernandez. And a big thank you to all of our listeners who sent in their thoughts about AI. Congrats on graduating. And good luck out there. The show is made by Evelyn Fajardo Alvarez, Laura Benchoff, Katherine Brewer, Pia Gedcari, Max Green, Sophie Codner, Matt Kwong, Colin McNulty, Jessica Mendoza, Laura Morris, Enrique Perez de la Rosa, Sarah Platt, Alan Rodriguez Espinosa, Heather Rogers, Piers Singhi, Jeevick Averma, Katherine Whalen, Tatiana Zamis, and me, Ryan Knudson. Our engineers are Griffin Tanner, Nathan Singapok, and Peter Leonard. Our theme music is by So Wiley. Additional music this week from Katherine Anderson, Peter Leonard, Bobby Lord, Nathan Singapok, Griffin Tanner, and Dhurat Sessions. Fact-checking this week by Mary Mathis and Najwa Jamal. Thanks for listening. See you Monday.