Steffen Patrick
Photo of Steffen Patrick

From Making a Living to Making a Difference

2026-10-07

One of the biggest conceptual mistakes being made in the whole AI-and-jobs discussion is this: people keep assuming if paid employment shrinks, human usefulness shrinks with it.

Those are not the same thing.

For most of human history, people did not organize their identity around a résumé, a job title, and a 40-hour workweek. That is a relatively recent social arrangement. We’ve come to treat employment as the mechanism that supplies four different things at once: income, social status, structure, and purpose. AI could break that bundle apart.

And that could be extraordinarily disruptive—but also extraordinarily liberating.

Some leading figures in AI have described a future without work in the classic sense. They see a future of abundance, so much so that everyone would benefit from a sort of universal high income. This would be a world in which survival is less dependent on selling your time, and human effort shifts toward things we value because they are worthwhile rather than because somebody can monetize them.

I think people are confusing jobs with work. There will always be work worth doing. There will always be ways to contribute, create, learn, care for others, and find purpose. The question is whether that work has to take the form of employment. That distinction is huge.

I would organize the possible pursuits into several broad human domains.

1. Discovery and understanding

Imagine millions more people participating in scientific and intellectual inquiry because AI drastically lowers the technical barrier to entry. A person may not be a professional molecular biologist but could work with an AI research system to investigate a question, review literature, analyze datasets, develop hypotheses, or contribute observations.

The human role becomes increasingly:

That could produce a massive expansion of citizen science, historical research, archaeology, ecology, astronomy, psychology, sociology, philosophy, political science, genealogy and thousands of other pursuits. AI supplies intellectual leverage. Humans supply curiosity.

2. Caring for other people

I suspect this becomes one of the largest categories of human activity. Healthcare certainly belongs here, but it extends far beyond doctors and nurses. Elder companionship. Child development. Disability assistance. Mental-health support. Hospice. Coaching. Rehabilitation. Community health. Nutrition. Physical fitness. Some of this will involve AI and robotics, but there is something very difficult to automate completely: being present for another human being.

A society with abundance might finally be able to devote enormous human resources to care in ways that our current economic system often considers “unproductive.” A grandmother spending three hours helping a child learn to read generates virtually no GDP. But civilization benefits enormously. That exposes one of the flaws in how we currently define productive activity.

3. Teaching and mentoring

Education could explode. Not merely formal education. People could spend far more of their lives teaching one another. A retired carpenter teaches woodworking. A retired engineer mentors teenagers. A historian conducts community seminars. A gardener teaches children ecology. A musician teaches piano. A former entrepreneur helps young people start projects.

And AI makes every one of those people dramatically more capable by supplying lesson plans, simulations, individualized tutoring, translations, visualizations and research. Instead of education being something primarily consumed between ages 5 and 22, education could become a lifelong civic activity. That alone would change civilization.

4. Arts and culture

I think people dramatically underestimate this one. Humans have an almost bottomless desire to create. Music. Painting. Sculpture. Film. Theater. Dance. Architecture. Games. Literature. Fashion. Crafts. Photography. Culinary arts.

Most people today suppress enormous amounts of creative impulse because they are tired. They get home from work at 6:30, eat dinner, deal with errands, watch television for two hours and go to bed. Imagine giving that person twenty additional discretionary hours each week. The cultural output could be staggering.

AI might make creation easier, but that does not necessarily diminish human creativity. It could do the opposite. A person who cannot draw could direct visual art. Someone who cannot orchestrate music could compose symphonies. Someone who cannot program could build games. Someone who cannot afford a film crew could make a movie. The population of creators could expand by orders of magnitude.

5. Building communities

This one may be even more important than employment. Neighborhoods presently contain thousands of capable people who barely know each other because everyone is busy working. What happens when some of that time comes back?

Community gardens. Youth programs. Local journalism. Neighborhood councils. Environmental restoration. Food cooperatives. Public art. Emergency preparedness. Habitat restoration. Senior assistance. Civic organizations. Mentoring. Local sports. Libraries and cultural centers.

You could see the re-emergence of something modern society has steadily eroded: community life.

6. Improving democracy

One of democracy's great weaknesses is that governing a complicated civilization requires citizens to understand increasingly complicated systems—while citizens have increasingly little time to study them.

Most people vote after spending thousands of hours annually working and perhaps a few hours understanding public policy. AI could reverse that equation. Imagine ordinary citizens routinely asking:

That produces something profoundly different from today's information environment. Not merely more informed citizens. Potentially augmented citizens.

And if people have more time to participate in civic life, democracy becomes something they practice, not merely something they visit every two or four years.

7. Stewardship of the planet

There is almost unlimited meaningful work here. Restoring forests. Monitoring ecosystems. Cleaning waterways. Tracking wildlife. Rebuilding soil. Protecting watersheds. Urban gardening. Ocean restoration. Citizen climate monitoring. Species preservation. Reforestation. Rehabilitating degraded land.

Today many of these things struggle for funding because their economic return is indirect. An abundant society could ask a different question. Instead of: “Who will pay you to do that?” …it could ask: “Is that worth doing?”

That is a much more civilized question.

8. Human development

What if people spent significantly more time becoming better human beings? Physically, intellectually, emotionally, ethically, philosophically. What if there was more time for meditation, sports, travel, and learning other languages, to study history, music, relationships, parenting or just spend time reflecting, perhaps even spiritually.

Someone might spend five years studying philosophy simply because understanding existence matters to them. Under our current economic model, that can look indulgent. In the future it might not only look perfectly normal but also highly commendable.

9. Exploration

Exploration is almost inexhaustible.

I know this personally from my extensive scuba diving experience. Nobody needed to pay me to be fascinated by what was underwater. Curiosity and a thirst for understanding the underwater environment was already doing the work. Humans do not become inert when their immediate survival needs are satisfied. Quite often the opposite happens.

10. Solving civilization-scale problems

Here's the category I find most interesting. Suppose tens of millions of intelligent people suddenly have time, education and AI assistance. You essentially create a gigantic distributed civilization-scale think tank.

People might work on:

Some of those people would organize into teams. Others would create experiments. Others would analyze results. Others would build simulations. Others would criticize assumptions.

We currently waste an enormous amount of human intellectual capacity simply because most people are busy making a living. That may eventually look absurd.

There is another distinction that I think would help when explaining this to people. We should stop asking: “What jobs will humans have?”

That question traps us inside the current economic model. The more interesting question is: “What will humans do when survival no longer consumes most of their time?”

That produces a completely different conversation. And I suspect the answer is: almost everything humans already want to do—but currently don't have enough time, money, education, energy or tools to pursue.

However...

There is one caution I will add, because it obviously matters enormously.

None of this happens automatically.

We stand at the crossroads of two very different AI futures. One looks like what I’m describing: abundance, education, leisure, participation, creativity and greater human development. The other looks like extraordinary productivity concentrated among a relatively small number of owners while millions of people lose economic bargaining power.

The technology itself does not choose between those outcomes. Institutions do.

Tax systems, ownership structures, education systems, political systems, competition policy, public infrastructure, distribution mechanisms, universal income or social dividends. Those choices determine whether AI becomes primarily a machine for concentrating wealth or a machine for expanding human freedom.

And that may ultimately be the central political question of the AI era.

But if we get that part reasonably right, people could be liberated. Not liberated from doing things. Liberated to choose what is worth doing.

And perhaps the most profound change would be this: Today, when two strangers meet, one of the first questions is: “What do you do?” Meaning: What is your occupation?

A century from now that question might mean something entirely different.

And I think that would be a fairly substantial upgrade to civilization.

— Steffen Patrick