Young adults are often described as the natural audience for AI chatbots. The data in the source article complicates that story: many Gen Z students and workers use the tools, but their optimism about AI is falling sharply.
The tension is not simply about whether chatbots are useful. It is about pressure. Gen Z is being told that AI may erase jobs, while also being told that refusing to use it could leave them behind.
Use is high, but trust is low
Large language model-based chatbots like ChatGPT have been pushed for almost three years as part of Silicon Valley’s vision for the future. Young people have been among the most visible adopters, but that does not mean they welcome the direction of the technology.
According to a recent Harvard-Gallup study cited in the source, 74 percent of young adults surveyed in the United States said they use a chatbot at least once a month. Another study found more than half of US college students admit to using the tools for their coursework on a weekly basis.
At the same time, concern is widespread. The same Harvard-Gallup material cited in the source says 79 percent of those surveyed “expressed concern that AI makes people lazier,” while 65 percent said using chatbots “promotes instant gratification, not real understanding” and keeps people from engaging with ideas in a critical or meaningful way.
That is the core contradiction. Gen Z is not outside the AI boom. It is inside it, using the tools while questioning what the tools are doing to habits, skills and expectations.
Work pressure is turning AI into a career dilemma
The source article frames the job market as a major driver of resentment. Young people are leaving academia for an increasingly brutal job market while hearing two messages at once: AI could eliminate millions of jobs, and AI fluency may be necessary to compete for the jobs that remain.
Meg Aubuchon, a 27-year-old art teacher living in Los Angeles, told The Verge that their response has been to avoid chatbot tools entirely. “It just makes me want to dig my heels into a career where I never have to use AI, even if that’s a career that isn’t going to pay as well,” Aubuchon said.
Sharon Freystaetter, 25, also described a break with the technology. She went to school for computer science at a young age and spent three years working as a cloud infrastructure engineer at a major Silicon Valley company. As AI hype accelerated, she left the company, citing ethical concerns and anxiety over the environmental impacts of data centers.
Freystaetter, now a food service worker in New York, told The Verge that she avoids chatbots and disables AI features in applications whenever possible. “I think everyone in my immediate peer group is not using AI and is actively against it, besides my friends who are in computer science and are essentially mandated to use it,” she said. “When I came back and started to look around [for tech jobs], suddenly everything was saying ‘You need to use AI to get this job’ in the requirements.”
Learning faster may not mean learning better
A more recent Gallup poll cited in the source shows how sharply Gen Z sentiment has moved. Only 18 percent now say they are hopeful about AI, down from 27 percent last year. Only 22 percent say they are excited, down from 36 percent.
The concern is not limited to abstract fears. The number of Gen Z workers who think AI’s risks outweigh its benefits has increased over the past year by 11 points, to almost 50 percent. Even though 56 percent say the tools help them finish work faster, eight in 10 now admit that using AI in this way makes actual learning more difficult in the future.
That creates a difficult tradeoff for students and early-career workers. A chatbot can speed up a task in the moment. But if the user believes that speed comes at the cost of deeper understanding, the tool becomes less like help and more like dependency.
Aubuchon described the human dimension of that fear directly. “The part that feels scariest to me is the human impact, because it impacts people on an individual level and how they relate to other people, whether that be their ability to have relationships or just basic communication,” they said.
Universities are becoming another source of pressure
The backlash is also playing out in higher education. The source describes university administrations adding AI to academic life, consolidating computer science and engineering departments into new “AI” majors, and signing multimillion-dollar deals with AI companies like OpenAI and Anthropic to bring chatbot tools into curricula.
For some students, that makes AI feel less like an optional tool and more like infrastructure they did not choose. The source also notes complaints from young people graduating into a job market where AI automation tools can opaquely and arbitrarily filter out applications.
Alex Hanna, the director of research at the Distributed AI Research Institute (DAIR), told The Verge that students are being inundated by AI and its hype. Hanna said this is helping drive resentment and a wider backlash both inside and outside academia.
“Universities are hearing from employers that they want students who know how to use these tools,” Hanna told The Verge. “This is not because the tools actually have shown much value-add — they want Gen Z to show them where the value-add is. That, or the university is investing or has donors heavily involved in the supply side (e.g., in the tech industry).”
The source describes this as an “integrate first, find use cases later” approach. One example is Arizona State University, where a beta tool called ASU Atomic uses AI to automatically synthesize professors’ lectures into bite-sized learning materials, according to 404 Media as cited in the article.
The backlash is about control, not just technology
Gen Z’s response to AI is not a simple rejection of new tools. The source shows a more specific pattern: young people are using chatbots, seeing their influence expand, and becoming more skeptical as AI is pushed into school, work and everyday software.
The concerns are also broader than individual productivity. The article points to fears about the environment, disinformation, academic integrity, social fabric and emotional well-being. It also connects Gen Z’s views to a wider backlash against AI and the tech industry, including a nonpartisan movement against data centers across the country.
That helps explain why usage and hostility can rise together. For many young adults, AI is not just a product category. It is a condition of entry into classrooms, workplaces and applications they already depend on. The more unavoidable it becomes, the more the unresolved questions matter.