Superhuman and Redundant

What happens when the thing that made you feel useful can be summoned in seconds by someone who never had to become you?

Of course your experience matters. The years were real. They gave you instincts the newcomer does not have, context they cannot summon, mistakes they never had to survive. But that is less reassuring than it sounds. What if more and more of what twenty years of experience produces can now be had without the twenty years?

“I am useful because I can do difficult things” — no one adopts that sentence in a single moment. It accumulates. You became the person people called when something was hard. Confusion became clarity in your hands. Problems that defeated others began yielding to you. Somewhere along the way, what you could do became the proof of who you were.

The collapse reached me from its generous side first. I had been pulling at the phrase “AI slop,” and caught myself thinking: there is a book in this. And the horizon did not contract into everything I lacked — the years of training, the time, all the philosophy I had never read. It exploded. Of course I could write the book. And build a tool to help write it, and tools to research it, test its arguments, find every philosopher who had ever stood near its ideas. Things locked for decades behind insufficient capacity were suddenly all there, at once, waiting only to be asked for. And underneath the exhilaration, a quieter recognition: the horizon had not opened for me. It had opened for everyone.

Both halves are true at once. You may become more capable than you have ever been, at exactly the moment capability counts for less and less. The machine can make you feel superhuman and redundant at the same time. And the cruelty is precise, because the work does not vanish. The code still needs writing. The diagnosis still needs making. The decision still needs reaching. The task survives. Your necessity does not.

The obvious escape is to climb. Execution is cheap, so become the one who judges: develop taste, learn to select, be the person who knows what should exist. Ten thousand solutions can be generated; someone still has to say — that one, not those. But selection is not a sanctuary. The machines are coming for that too. We keep climbing the abstraction ladder, expecting somewhere above us a rung labeled HUMAN. Perhaps there is no such rung.

None of this is unprecedented; technology has been making painstaking expertise cheap since the loom. What feels different is that this machine follows us when we move. This may still be an old story. But the interval between “become something else” and “that too” is shrinking, and somewhere in that shrinking, the oldest response to insecurity stops working. Maybe the future isn’t asking me to become better at what I do. Maybe it is removing the reason anyone needed those years from me.

There will probably still be work, even when machines do nearly everything better. But having work is not the same as having the scarce ability that once made you difficult to replace. That scarcity was a moat: it protected your wage, your bargaining power, and the sense that the years you spent becoming good at something had bought you a place that couldn’t easily be taken away. We didn’t confuse productivity with worth for no reason. Work was not just proving worth; it was purchasing freedom — independence, status, the right to direct your own life. Which is why “your worth was never your work” is true and useless in the same breath. Take away the work and your worth survives. The freedom it was paying for does not — not unless something else picks up the bill.

Start with the part you can still contest. If AI lets you do a week’s work in a day, do you get four days of life back — or five times as much work? The machine can return enormous capability to a person without returning control over where that capability is spent. Your employer can claim the saved time as more output. The market can claim it as a higher baseline. Your own ambition can claim it before anyone else does. When the machine saves you time, notice who claims the saved time.

The thing you learned to do and the person you became while learning it are not the same thing. Maybe for you it was programming, or law, or design. Whatever the craft, the years also taught you to sit with confusion, take large problems apart, persist through failure, distrust elegant answers that don’t survive contact with reality. The market can cheapen what you produce. It cannot take back the judgment, patience, and instincts that producing it built in you. Those may not preserve your old place. They are what you carry into the next one.

The same goes for the advice we pass down. We all inherited some version of it: become good enough at something that the world will need you. Decent advice in a scarcity economy. Psychologically dangerous in an abundance economy. But becoming capable can mean more than constructing a moat. Capability gives you more ways to encounter reality, more ways to participate in it, and more authority over what you bring into existence — even when it stops making you rare.

For Monday, the advice is unromantic. Adapt aggressively. Use the machines. Stay close to consequential decisions. Protect your income. But do not surrender every gain in capacity to expectation, and do not make the next moat your identity. Don’t build a life around becoming impossible to replace. Build one where you still decide what deserves your attention and effort.

And notice what the explosion felt like, before the fear arrived. Things locked behind insufficient capacity — ideas that could never get through the bottleneck of craft and time and confidence — can suddenly enter reality. For all that AI makes easier to replace, it also makes more of us expressible. The machine can generate, rank, and recommend possibilities. None of them becomes a life until you live it. If capability becomes abundant, the question is no longer how much more we can do. It is whether any of that abundance gives us greater authorship over our own lives.

The world may stop needing some of what you became good at. That loss is real, and nothing here pretends otherwise. But you were never only what the world needed from you — and the person those years made now has more reach than at any point in your life. Go find out what you make when no one needs you to.