How Should Humans Survive the Age of AI

WWW Theory

An Seungwon · Wonbrand CEO · April 12, 2026

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The Conclusion, First

After a long stretch of thinking, the answer I was left with was simple.

Because I don't know who I'll be talking to, I study English.
Because I don't know what work will come my way, I gather many experiences.
Because I don't know where I'll end up going, I prepare to move.

I've come to call this the WWW Theory. Three W's — Who (will I talk to), What (work will come), Where (will I go). Three unknowns met by three forms of openness. It isn't a strategy for predicting the future. It's a strategy for staying in a state where, whatever the future turns out to be, I can respond to it. Nobody can actually predict. At least, I've never met a forecaster I fully trust.

It isn't a flashy answer. It is much less glamorous than "cultivate your creativity," "collaborate with AI," or "find what only humans can feel." But the longer I looked, the more the flashy answers wavered, and this one remained.

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Why Creativity No Longer Felt Like the Answer

People often say that in the age of AI, creativity is the last stronghold of human value. Over time, that sentence started to sound hollow to me. After ChatGPT was released in 2022, the people hit first were illustrators, copywriters, translators, photo editors, and composers. The professions traditionally labeled "creative" fell first. It wasn't accountants or lawyers.

When I turn this over, I can guess why. Much of what we called creativity was, in truth, the fresh recombination of existing patterns. And recombination is close to what large language models do best. Microsoft's late-2025 analysis estimated that about five million white-collar positions are facing structural displacement. Salesforce admitted it replaced four thousand customer support workers with AI, and Amazon cut sixteen thousand white-collar jobs in a single month. The World Economic Forum's Future of Jobs Report 2025 projected that ninety-two million jobs would disappear by 2030 while one hundred seventy million new ones would be created. I find it hard to take the optimism of that figure at face value. The seats that vanish and the seats that appear are not seats the same person can simply move between.

Then Where Should Humans Stand

One counterargument is possible. If AI ultimately moves within the range of data humans have produced, then the problems humanity hasn't yet solved are problems AI can't solve either. I agree with this line of reasoning. Where there is no data, there is nothing to interpolate from.

So the answer I've come to trust most is this. Making what does not yet exist. The act of bumping against reality and generating new facts. AI reads the already-drawn map astonishingly well, but stepping off the edge of the map still belongs to beings with bodies. That step becomes the training material for the next generation of AI. I don't know if this structure is permanent. But over the next decade or so, I think this distinction is likely to hold.

I don't think this path is reserved for a special few. If anything, the opposite. Stepping off the map is less a matter of grand talent than a matter of posture. The posture of actually bumping against many fields. The posture of asking, of some inconvenience everyone else walks past, "why is this still like this?" And the posture of turning that question into your actual daily work. This posture isn't decided by degrees or credentials. It's decided by what you do with your days.

Whether this posture alone can carry a person through this era is another question, and I'm not certain. A posture can only exert force when the conditions for it to operate are in place, and those conditions are usually given structurally. Which country you live in. What institutions are behind your back. Whether a door is open at a given moment. These variables, which no individual controls, shape outcomes enormously.

So alongside the posture, I felt there was one more thing needed. The ability to go find, on your own feet, the conditions that let the posture operate in the first place. That is what the WWW Theory is about.

What History Left for Ordinary People

I went to look at history. How did ordinary people endure the great transitions — the agricultural revolution, the industrial revolution, the information revolution? The record was less romantic than I had hoped.

In many cases, they did not endure. Most of Britain's displaced artisans during the industrial revolution did not "overcome" anything. What could be called overcoming happened only at the level of great-grandchildren. It was less a case of individuals transforming than of generations turning over, with new people born into a different world.

What those who did survive actually did was move. About fifty million European farmers crossed to the Americas in the nineteenth century. Most Irish who survived the potato famine didn't endure in Ireland — they boarded ships. Korea's rural-to-urban migration in the 1960s and 70s follows the same pattern. Physically relocating one's body was the most universal means of survival.

Those who survived were rarely alone. They belonged to guilds, churches, friendly societies, migrant networks, unions. The individual standing alone fell far more easily to the same shock.

Many people could not be saved through retraining. Just as telling a fifty-year-old steel worker to "learn to code" was never realistic, statistically it has been very rare to swap a thirty-year professional identity for a new one through one or two years of training.

When I overlay these patterns, one thing stands out. For ordinary people, the nearly only variable they could directly choose within a lifetime was space. Where are you standing. This is why, among the three axes, I place movement in the most decisive position.

The Three Axes

The WWW Theory has three axes.

First axis: openness of language. English is not just one language among many, I think. A person who can function in English has forty or fifty countries as options. A person who can't is narrowed to two or three. No matter how good AI translation becomes, there is likely to remain a difficult-to-cross gap between a person who thinks and forms relationships directly in English and a person who communicates through a translator.

Second axis: openness of experience. Experience, more than preparation for any particular job, is practice in building general adaptability — the ability to attach to whatever work is left. In immigration markets and in new industries alike, the people who get taken in are not those with only a degree but those who have actually done something. And the posture of "stepping off the map" I mentioned earlier also tends to emerge naturally from those who have bumped against many fields. Experience is both a defensive and an offensive axis.

Third axis: openness of place. Movement here is not emigration to one particular country. It is the maintenance of a state in which you can move at any time. The Chinese diaspora of the twentieth century passed through many upheavals in this manner, never loyal to a single country, loosely spread across Southeast Asia — moving on when politics wavered in one place, moving on when one industry collapsed. The Jewish diaspora shares a structurally similar shape. These are the stories of people who survived not as settlers but as movers.

The three axes cannot be pried apart. Without English, the work available after moving narrows. Without experience, the places willing to take you after moving disappear. Without readiness to move, language and experience leave your feet tied. They only work when standing together.

One strength of this strategy is that it can't really be wrong. I don't know which country will be good to live in ten years from now, which professions will remain, or which technologies will matter. In the face of this unknown, betting on one particular answer looks risky. If you instead take the unknown itself as your premise and stack all three axes at once, you can respond whichever answer turns out to be correct. It's a strategy that bets not on prediction, but on unpredictability itself.

The Remaining Difficulties

Of course I don't think this strategy solves everything. Moving looks easy but isn't. It gets harder with age, more complex with family. Arriving in a new country means starting over from near zero in language, network, credit history, and cultural capital.

The closing speed of migration doors also worries me. The United States was open to European immigrants in the 1920s, but the 1924 Immigration Act nearly shut the gate. If domestic employment anxieties grow in the age of AI, major developed countries may narrow their doors as well. The posture of "being ready to move someday" may not be enough — actually securing an eligibility before the door closes may need to be a separate piece of work.

Maintaining a state of not fully belonging anywhere is also psychologically heavy. Something other than a nation has to serve as the unit one belongs to. Family, peers in similar conditions, a loose global community. Living this way alone wears you down.

What I Want to Leave Behind

I don't hold a confident answer to how humans should survive the age of AI. What I was left with, after long thought, as the answer least likely to be wrong, was the WWW Theory. Being in a state where you can speak with the world in English, where many experiences let you attach to whatever work remains, where you are ready to move somewhere else at any time. Holding these three conditions at once.

This is not an answer that aims to predict the future. It is closer to an attempt to stand, as intact as possible, whatever future arrives. When I look at the patterns history testifies to, the way ordinary people passed through great transitions was, broadly, this kind of posture. Not survival through cleverness but through the capacity to move. Not grand talent but quiet mobility.

The three axes fall if set up individually. They stand only when set up together. English, experience, and readiness to move. This combination is the least-wavering answer I am currently holding. There is a real chance that ten years from now I will want to rewrite this essay myself. Even so, I am, for now, slowly shifting my days along these axes.

Because I don't know who I'll be talking to, I study English.
Because I don't know what work will come my way, I gather many experiences.
Because I don't know where I'll end up going, I prepare to move.

These three sentences are everything I'm holding on to about this age. They aren't flashy. I only quietly hope they hold up a little longer than the flashy ones.

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References

Seungwon Ahn / Wonbrand / https://wonbrand.co.kr