The Unexpected Skepticism of Gen Z Towards AI
There’s something deeply counterintuitive buried in some recent Gallup figures, and it’s worth pausing to consider what they reveal.
The generation that has never known a world without smartphones, that matured within the algorithmic landscapes of TikTok and Instagram, and that possesses more native fluency with screens than any cohort in human history, is paradoxically the generation pulling back most sharply from artificial intelligence.
According to a 2026 Gallup study conducted alongside the Walton Family Foundation and GSV Ventures, only 22% of Americans aged 14 to 29 report feeling excited about AI. This marks a striking decline of fourteen percentage points in just one year. Hopefulness has likewise dropped nine points to 18%, while anger toward AI has increased by nine points, reaching 31%.
Even among Gen Z individuals who use AI daily—the cohort you might expect to be the most enthusiastic, having integrated AI into their routines—excitement has fallen eighteen points and hopefulness eleven.
The Gallup report’s headline is clear: even the most engaged AI users are growing less positive about it over time.
For those of us who have witnessed multiple waves of technological change—the personal computer, the internet, the smartphone—this is surprising. Typically, older generations are more cautious and slower to adopt new technologies, while younger generations are the early evangelists driving widespread acceptance. Not this time.
This inversion deserves close attention because it suggests that the generation closest to this technology may perceive risks and consequences that others don’t yet see.
What Gen Z Might Be Seeing
Consider the formative experiences of Gen Z.
This generation is the first to spend their entire adolescence immersed in social media, and they have the evidence to back up their concerns. Numerous studies link heavy social media use to negative mental health outcomes, including anxiety and depression. Furthermore, the slow erosion of in-person friendships in favor of digital group chats is a lived reality, not an abstract worry.
These experiences are personal and impactful for a 22-year-old.
MIT psychologist Sherry Turkle, who has long studied technology’s influence on human connection, has observed that “there has been a great deal of evidence that we have launched ourselves over and over again in technology dreams that have turned out not to be really in our human interest.”
Gen Z grew up witnessing these unintended consequences. They understand the costs.
While academics debate the strength of the evidence, the lived experience Turkle describes likely resonates deeply with young people today.
So when Gen Z’s enthusiasm for AI turns to skepticism, it may not be irrational contrarianism. Instead, it might reflect a hard-earned lesson: revolutionary consumer technologies have exacted a price in their lifetime—one they are reluctant to pay again.
The Core Concerns of Gen Z
Looking closely at Gen Z’s worries about AI reveals a consistent, thoughtful pattern.
Eight in ten young people say it is “very” or “somewhat” likely that AI tools will make it harder for them to learn in the future. Forty-two percent believe AI will harm their ability to think critically about information, compared to just 25% who believe it will help. Thirty-eight percent expect AI to undermine their capacity for independent creativity.
These concerns go beyond surface-level fears like job loss or dystopian futures. They strike at the heart of cognition itself—what happens when we quietly outsource our thinking to machines.
These voices come from those best positioned to notice the difference: students still developing the mental skills AI threatens to supplant.
This matters deeply. Many adults have noticed the gradual erosion of cognitive abilities in their own lives—the fading memory for phone numbers, the difficulty focusing on long-form content, the diminished patience for problem-solving. These declines crept in slowly, unnoticed until well established.
Gen Z sees this next wave arriving, and perhaps commendably, they are vocalizing concerns that older generations should have voiced earlier.
Workplace Skepticism Reflects Broader Doubts
Gen Z’s AI skepticism also extends into the workforce, where it is equally pronounced.
Nearly half (48%) of employed Gen Zers feel that the risks of AI in the workplace outweigh its benefits. Sixty-nine percent trust work completed without AI more than AI-assisted work, and only 3% trust AI-only output more than human effort.
This is not the voice of a generation dismissing progress. These young workers already use AI daily, but they remain wary of its outputs.
The difference is significant. They have seen AI’s flaws firsthand: hallucinated facts, generic writing, confidently incorrect answers. They aren’t impressed by a “magic trick” once they understand how it works behind the scenes.
Lessons from Gen Z’s Perspective
There is a natural tendency for older generations to assume their broader experience grants superior judgment. After all, they have lived through more cycles of change and have weathered more challenges.
Yet wisdom can also mean recognizing when the younger generation’s direct experience surpasses our own. Just as our grandparents had insights into physical labor and self-sufficiency that many of us lack, and our parents held perspectives shaped by post-war optimism and institutional trust that younger generations cannot fully grasp, Gen Z possesses an understanding of living inside digital ecosystems—where attention, mood, and relationships are constantly shaped by technology—that those who came to it as adults can only observe from the outside.
The Gallup report concludes cautiously: “Concerns among Gen Z that AI may undermine skill development appear to be outweighing its perceived efficiency gains.” Put simply, Gen Z isn’t buying the AI “deal” offered to them.
Perhaps we shouldn’t either. At minimum, we should listen carefully and ask why before embracing this technology wholesale.
The generation that grew up inside the last great consumer technology revolution is telling us, in unusually clear terms, that they don’t want to make the same trade twice.
That’s not technophobia. That’s experience.
Final Thoughts
It’s easy to assume that the most fluent users of a technology are also its biggest fans. Sometimes that’s true, but it’s not a rule. Often, the most fluent users are those who have seen the costs up close.
If you’re concerned about what AI might be doing to your ability to think, write, and create, you are not alone—and you are not behind the times. You might just be paying attention.
This is not a call to abandon AI tools. I use them daily and find them genuinely useful. But “useful” does not mean “harmless.”
Perhaps the best approach for those of us over 30 is to adopt Gen Z’s stance: to engage with AI carefully and skeptically, keeping one eye on what these tools offer and the other on what they quietly take away.
