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AI, Explained

Chapter 6 of 8

Every Generation, Same Chat Box

For the first time, a major technology arrived with the same simple interface for everyone: a box you type into. The barrier to entry is level. What still divides the generations is whether they trust what comes back.

Updated as AI changes. Last reviewed October 1, 2026.

“It’s no longer simply about who has access to technology. It’s about who trusts it.”

From “The Generation Leading the GenAI Craze Isn’t Who You Think,” Collide, September 23, 2025

What Ryan told Newsweek on September 30, 2026

“Technology is accelerating faster than human wisdom can keep up.”

“[Gen Z] have grown up in a world where content is just prolific everywhere and being constantly generated, and so they’re already in the mindset of ‘verify then trust.’ And I think the previous generations were in [the mindset] ‘trust but verify.’”

Newsweek’s AI Politics desk reached Ryan, described as an “author and generational futurist,” to explain why the young Americans using AI the most are souring on it the fastest, and attributed the Velocity Gap to him by name.

Lauren Giella, “The More Young People Use AI, the Less They Like It,” Newsweek, September 30, 2026

What the numbers say

Heavy use, low trust

The box is the same for everyone, and the youngest adults use it the most, yet they trust it the least. Each figure below is printed with the age groups its own source used, not remapped onto generation names.

43 / 34 / 32 / 20%

Weekly AI use: Millennials, Gen Z, Gen X, Boomers. The generation with the most practice is not the youngest one.

Barna Group, “Hesitant & Hopeful,” published Jan. 2024 (surveyed July and Aug. 2023)

10%

of Americans 65 and older have ever used ChatGPT.

Pew Research Center, 2025, as cited in Collide

49%

of U.S. adults have used an AI chatbot. Use still falls sharply with age.

Pew Research Center, June 2026

55%

of U.S. adults under 30 are more concerned than excited about AI, up from 31% in 2021.

Pew Research Center, Aug. 18, 2026

22%

Gen Z excitement about AI, down 14 points, while anger rose to 31% and weekly-or-daily use held at about half.

Gallup with Walton Family Foundation and GSV Ventures, 2026

Why the floor is level

The same box for everyone

“Every other tool has been really challenging to use. There’s been a learning curve.”

“When you look at Claude and Gemini and ChatGPT, they’re all the same. You don’t have massive UI/UX teams developing interfaces. You’ve got the sidebar on the left with a couple items, and then you’ve got a place where you can send it in a chat conversation. That in and of itself lowers the barrier so much.”

Six cohorts, one interface

Where each generation actually stands

Birth years are Ryan’s, from the generations hub. Every line below is from one of his published essays.

Baby Boomers

Born 1946–1964

“At the bottom of the curve: Boomers. Just 10% of Americans 65 and older report ever using ChatGPT (Pew, 2025).”

From "The Generation Leading the GenAI Craze Isn’t Who You Think" (Sept. 23, 2025) More on Baby Boomers

Gen X

Born 1965–1980

“Gen X isn’t far behind. Despite being mostly overlooked in popular narratives, 31% of Gen Xers report weekly AI use. That figure puts them well ahead of Boomers and not far behind Millennials. Gen X, after all, were mid-career when most of this technology emerged. They’re seasoned users, even if they aren’t shouting it from the rooftops.”

From "The Generation Leading the GenAI Craze Isn’t Who You Think" (Sept. 23, 2025) More on Gen X

Millennials

Born 1981–1996

“The winners of the GenAI race? Well, mounting data shows that Millennials, not Gen Z, are embracing GenAI at the fastest and deepest levels.”

“This is the generation that figured out Photoshop, WordPress, and Myspace coding on their own. GenAI isn’t a disruption, it’s a continuation.”

“Millennials may not be the generation that invented GenAI. But they might just be the ones who normalize it, scale it, and put it to work.”

From "The Generation Leading the GenAI Craze Isn’t Who You Think" (Sept. 23, 2025) More on Millennials

Gen Z

Born 1997–2012

“And yet this same generation is rapidly adopting energy-intensive AI tools.”

“They aren’t being careless. They feel they can’t afford to fall behind, even if there is a cost.”

“The generation raised deepest inside the fake is the one hunting hardest for authenticity and the truth.”

From "The Velocity Gap: Gen Z’s Contradiction with AI" (Mar. 3, 2026); "Anyone Can Clone Your Voice" (July 28, 2026) More on Gen Z

Gen Alpha

Born 2013–2025

“They are as old as thirteen this year, getting their first phones, their first social feeds, and a front-row view of everything generative AI can produce. We are busy teaching them to use the tools. The harder question is whether we are teaching them to sit in a room with another human being.”

“Actually, let’s take that up a notch: they are convenience natives.”

From "Anyone Can Clone Your Voice" (July 28, 2026); "The Class of 2029 Isn’t Just Digital Natives" (Sept. 2, 2025) More on Gen Alpha

Gen Beta

Born 2026–present

“That’s what the beginning of 2026 represents: the moment artificial intelligence stops being something you occasionally use and starts becoming invisible infrastructure…something you grow up inside of, attached to, and increasingly dependent on.”

“If we’re not careful, Gen Beta won’t be raised by screens. They will be raised by AI.”

“Driver’s licenses will be optional by the time they turn 16, and no longer necessary at all for Gen Beta.”

From "The Future Is Born: Gen Beta Has Arrived" (Jan. 6, 2026); "The Future of Parenting" (Jan. 20, 2026); "Gen Beta Driver’s License" (Sept. 22, 2026) More on Gen Beta

The frameworks underneath

Three ideas this page runs on

The Velocity Gap

“This is what I call the Velocity Gap: the distance between how fast a technology spreads and how slowly our wisdom catches up.”

Other firms now use "AI velocity gap" to mean enterprise AI speed versus business value. This is the original, generational meaning, and Newsweek attributed it to Ryan by name.

The Generational Pendulum

“We experience it. We challenge it. We overcorrect. Then, eventually, we recalibrate. That’s the Generational Pendulum I write about often.”

The Generational Prism

“That’s why I rely on what I call the Generational Prism framework, built on a simple idea: Age - Moment - Label.”

What leaders should take from it

Stop asking the youngest person in the room

“In this case, we must not look at the youngest person in the room for our GenAI answers. Instead, we need to look at who’s building, innovating, exploring, and experimenting.”