CESifo Paper Finds No Broad AI Displacement of Recent College Graduates, Clashing With Stanford Study

The paper, “The Early Impacts of AI on Employment Among Recent College Graduates,” by economics researchers Robert Fairlie and Jane Wu at Munich's CESifo, argues point blank that “there is no evidence of any significant, widespread displacement or reduction in hiring of recent college graduates in absolute or relative levels,” according to Ars Technica. Fairlie and Wu said they decided to focus on recent graduates because changes in labor demand may first appear through reductions in hiring. As AI gets good enough to perform the “relatively standardized tasks” in many entry-level office jobs, they argue, firms could reduce new hiring for simpler roles rather than laying off more experienced long-term employees.

The researchers also pointed to signs that 2026 graduates might be more exposed than those who graduated a year or two earlier. They cited a recent sharp increase in the number of firms “replacing a large number of employee tasks with AI” in a Census survey, as well as broad increases in AI spending per employee and ChatGPT Enterprise token use in the last 12 months, Ars Technica reported.

The CESifo findings contrast with labor-market data CNBC reported from the Federal Reserve Bank of New York. College graduates in the 22-to-27 age bracket had an unemployment rate of 5.7% as of June 2026, significantly above the national average and a full percentage point higher than it was two years ago for their cohort. The unemployment rate for all young workers was 7.2%. The underemployment rate, defined as college graduates working in jobs that do not require a bachelor's degree, reached 42%, compared with 33.7% for all college graduates.

The New York Fed has found an overall slowdown in hiring in recent years, but not specifically concentrated in entry-level jobs with higher AI exposure. Based on its study of job postings, the regional Fed wrote that “while AI may be contributing to recent labor market developments, it is not the main driver of the slowdown in hiring.” Its survey work with employers found that they “mostly intend to incorporate AI mainly via retraining, with limited effects on hiring,” CNBC reported.

Employers are nevertheless adopting AI in hiring. LinkedIn research cited by CNBC found that 66% of recruiters said at the beginning of 2026 that they planned to increase their use of AI for pre-screening interviews, while 81% of job seekers said they had used or planned to use AI in their job search. Michela DiLorenzo, a Seton Hall student and student editor at The Setonian who has covered careers sentiment on campus, told CNBC's Jon Fortt that post-graduation plans for many of her peers have changed as they enter an uncertain job market. Some are taking summer jobs or other work to save money instead of immediately pursuing graduate degrees.

“AI is really changing the motivation that students have going into the job market. It's changing the hiring process, how people are formatting their resumes and just overall, how students are approaching life post-grad,” DiLorenzo said. CNBC reported that her reporting showed uncertainty affecting students at Seton Hall.

Students are also trying to show applied AI experience. Handshake, an early-career platform that has worked with OpenAI on tools to increase student tech skills, said 2026 graduating seniors mentioned AI skills on their resumes at twice the rate of the class of 2022. Its analysis found that 74% of those mentions were tied to real-world projects rather than coursework. “The data tells us that early talent isn't being displaced by AI—they're being amplified by it,” Handshake wrote in a blog post. “In an AI-driven workforce, resumes alone aren't enough.”

The National Association of Colleges + Employers said its recent research shows more employers expecting AI skills in new hires, with the requirement cited in 16.5% of job descriptions in the spring, versus 10.5% last fall. NACE said 28% of employers are seeking early career talent who can use AI in their work. The group's president and CEO, Shawn VanDerziel, described a “striking disconnect” between some members of Gen Z and the labor market. “Employers are increasingly asking graduates to be ready for AI, while a significant portion of students are asking whether AI deserves a place in their work at all,” he stated in the research release.

In NACE's 2026 Student Survey, close to one-third of graduating seniors said AI skills would be “of little or no importance to their future career.” Over half said they were not building AI skills for the future and were not using AI in their job search. “Right now, it is too early to tell what the long-term impact of AI will be on early career talent, but it is obvious that students have mixed expectations and views on the ways AI will impact their careers,” VanDerziel stated.

Editor's Summary New research from CESifo finds no evidence that AI has caused broad displacement or reduced hiring of recent college graduates, contradicting a Stanford study, while New York Fed data show elevated unemployment and underemployment among young graduates. Employers are increasing AI screening and seeking AI skills, but students remain divided on whether those skills matter for their careers. The long-term effect of AI on early-career hiring remains uncertain.