The ones who hate AI the most, use it the most

Gen Z isn’t afraid of AI, they're afraid of what they're becoming

47% of respondents under 30 say AI has been more bad than good. Highest of any age group. They use it daily anyway.

They are the canary in the coal mine. It didn't die yet. It just got angry.

And nobody in the boardroom noticed.

They're not afraid of AI. They're afraid of what they're becoming

You assume the young ones will sort this out for you. This is the generation that grows up with AI. The only one that has never known a world without it. You think their fluency means comfort. It doesn't.

79% believe AI makes people lazier
62% think it makes them less sharp

They're saying it from inside the tool, after years of daily use.

Their fear isn't about robots or redundancy. It's internal. Cognitive. They feel something being taken from them and they can't name it precisely.

I'll name it: the craft you build before you know you'll need to defend it.

The junior years aren’t inefficient. It’s how craft is learned

The tasks AI replaces aren’t just tasks. They are how craft is learned and judgement gets built. Writing the first draft. Doing the research that goes nowhere. That work might feel low-value. It isn’t. It’s repetition. And repetition is how you learn.

A 2025 MIT Media Lab study* measured this in brain scans. Participants were split into three groups: one used ChatGPT to write essays, one used search engines, one used neither. The AI group showed the weakest neural connectivity across all measures. The brain-only group showed the strongest. The gap widened over four months.

The detail that is hard to forget: 83.3% of AI users could not quote a single sentence from an essay they had written minutes earlier. In the brain-only group, that number was 11.1%. They couldn't remember what they just wrote. The researchers call it cognitive debt. Not offloading. Debt. And it accumulates.

The research shows correlation between higher AI use in younger people and lower critical thinking scores. Not causation.

A designer who has never composed a layout will struggle to brief a tool or challenge what it returns. But a strategist can build that judgement through different work. There is a craft-dependency.

That's why this can't be left to chance.

Nobody decided to stop giving junior people the reps that build craft. It just happened.

→ The decision your board hasn’t made: which groundwork still needs to be done by hand before AI gets started.

A copywriter who has never written a brief can't tell you if the AI-generated brief misses the point. A data analyst who has never built a model can't spot when the output looks right but isn't. These judgement problems don’t show up until the moment they matter most.

That decision needs someone with the authority to see it. At board level, or it doesn't happen at all.

What you can do

→ The craft has to come before the prompt. Decide which craft that is. Then protect it.

The canary is still alive. It's waiting for someone in the boardroom to take action. So the organisation builds employees who understand the craft and who can work with AI.

You can start this today. Start with one role. Decide which craft this role must own before AI gets opened.

Sources*

New York Times poll via Michelle Goldberg — Graduating Into A.I. Pessimism, NYT Opinion May 23 2026

Gallup / Walton Family Foundation / GSV Ventures — The AI Paradox: More Exposure, Less Confidence Among Gen Z, April 2026

Wharton / Gallup / Walton Family Foundation — How Gen Z Uses Gen AI and Why It Worries Them, HBR January 2026

Kosmyna et al. — Your Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task, MIT Media Lab, preprint 2025. This is a preprint, not yet peer reviewed. One task, 54 participants, all from Boston universities. Treat it as strong early signal, not settled science. But the direction is consistent with everything else the data is showing.

Michael Gerlich — AI Tools in Society: Impacts on Cognitive Offloading and the Future of Critical Thinking, Societies January 2025