AI and The One Dimensional Workforce

It's not the machines. It's the mindset.

Last week, a financial research firm called Citrini published a thought experiment on Substack imagining what 2028 looks like if AI-driven job displacement goes unchecked. Unemployment at 10%. Consumer spending in freefall. A “human intelligence displacement spiral” where AI replaces white-collar workers so fast the economy can’t absorb the blow.

It was clearly labeled as fiction. Three times.

The Dow dropped 800 points anyway. Software stocks hit 52-week lows. IBM had its worst day in 25 years.

Days later, Block (aka Square), the payments company run by Jack Dorsey (who was at Paris fashion week), cut nearly half its workforce, citing the rise of “intelligence tools.” One of the largest reductions in S&P 500 history.

This came on the heels of AI executive Matt Shumer’s essay on X, now viewed over 85 million times, comparing this moment to February 2020: a crisis approaching while most of us aren’t paying attention.

Fear and anxiety is loud right now. And we’re not here to tell you it’s wrong.

We believe that there will absolutely be pain. White-collar roles will shrink. Some will disappear. Companies are already making workforce decisions based on what AI might do, not what it’s actually doing today. That’s real, and pretending otherwise doesn’t help anyone.

But we think the concern is missing something important. The threat isn’t just the technology. It’s what the technology is exposing.

The Comfortable One-Dimensional Worker

This is something we’ve been talking about for years in our culture transformation work, long before AI entered the conversation.

For decades, organizations (and our society for that matter) have built systems that reward specialization and compliance over adaptability and growth. Show up. Do your job. Stay in your lane. Get your paycheck. Many workers, understandably, settled into that deal. They got comfortable. They bought a house. They had a few kids. They stopped growing. Not because they’re inherently lazy, but because they are a part of a system that didn’t require them to do anything different. And nothing in the culture challenged them to. The biggest stress is possibly losing that comfortable job and having to find another comfortable job.

As workplace culture experts, we’ve seen this pattern hold organizations back time and again. Companies with cultures that don’t foster curiosity, development, and a growth mindset end up with workforces that are efficient but brittle. They can execute today’s tasks, but they can’t adapt when the ground shifts. We’ve always treated this as an urgent problem. AI just made it undeniable.

Because AI didn’t create the one-dimensional worker. It’s revealing how many organizations have been building their workforce around one.

The workers most at risk right now aren’t simply the ones whose jobs overlap with what AI can do. They’re the ones who stopped developing, who haven’t built new skills, new ways of thinking, new ways of adding value beyond the repeatable task they were hired to perform. A one-dimensional worker is exactly the kind of worker a machine can replace.

For all our sci-fi nerds out there, this is Frank Herbert saw sixty years ago.

A Lesson from Dune?

In his 1965 novel Dune (yes, the blockbuster film series with Timmy Chalamet), Herbert imagined a future where humanity had already been through its AI crisis and come out the other side. Humanity once handed its thinking over to machines. Not because the machines forced it. Because it was easier. More efficient. Gradually, the machines took over more and more of the cognitive work humans used to do for themselves. Sound familiar?

Eventually, humanity pushed back and wrote a single commandment into their most sacred text: “Thou shalt not make a machine in the likeness of a human mind.”

But here’s the part most people miss. The uprising was really about, “The target was a machine-attitude as much as the machines. Humans had set those machines to usurp our sense of beauty, our necessary selfdom out of which we make living judgments.”

Not a machine. An attitude. The belief that human thinking and human judgment are inefficiencies to be automated away.

And here’s where it gets hopeful.

After the machines were gone, humanity didn’t collapse. It invested in people. Entire disciplines emerged around developing extraordinary human capability. People trained as “Mentats,” essentially human supercomputers who could process vast amounts of information, but who brought something machines never could: judgment, intuition, conscience. Others developed deep expertise in reading human behavior, navigating complex systems, understanding people at a level no algorithm could touch. You’ve seen the movie!

Herbert’s point wasn’t that technology is bad. It’s that when you stop investing in human capability, when the machine-attitude convinces you that people are the bottleneck rather than the advantage, you lose something you can’t get back.

The Growth Mindset Is the Differentiator

We believe we’re going to come out the other side of this with more opportunity, not less. But not for everyone. For the workers who adopt a growth mindset, who treat this moment as a reason to develop new capabilities rather than a reason to freeze.

The data supports this. The World Economic Forum’s latest research shows workers with AI skills now command a bigger wage premium than those with a Master’s degree. Candidates who demonstrate AI fluency are 8 to 15 percent more likely to land interviews. A study from the National Bureau of Economic Research surveyed 6,000 firms and found that employees, the people closest to the actual work, expect AI to create opportunity. The fear is concentrated at the top of the org chart. The people doing the work see possibilities.

And here’s what shouldn’t get lost in the noise: a 2026 study by Conduent found that 79% of employees say their interactions with real human beings directly influence their loyalty. The things people want most, competence, convenience, and caring, haven’t changed in three years. The tools keep evolving. What people need from other people stays constant.

AI will replace one-dimensional workers. It will not replace multi-dimensional humans who think critically, build relationships, adapt to new challenges, and keep growing. Those people are about to become the most valuable talent in any organization.

This is what our culture work has always been about: helping organizations build the kind of environment where people don’t stagnate. Where growth isn’t a perk, it’s the expectation. Where the culture itself becomes the thing that makes a workforce adaptable enough to thrive through any disruption, including this one.

The Real Question

For the record, the Citrini scenario isn’t impossible. Neither is the opposite, a future where AI raises the bar and the people who rise with it find themselves in a better position than before.

Which one we get depends less on the technology and more on two things: whether organizations invest in developing their people instead of just replacing them, and whether workers themselves decide that growth is no longer optional.

Herbert’s warning from sixty years ago wasn’t about the rise of the machines. It was about the rise of a mindset, one that treats human potential as a cost to be cut rather than a capability to be unleashed. (We are obviously big fans of the book!)

The machines are here. The question is whether we’ll adopt the machine-attitude along with them, or do what Herbert imagined, and bet on people.

We’re going on record for the latter.