Warning : This essay was written for two reasons. The first is that there is a lack of deep thinking about AI, which is preventing us from truly understanding what is currently happening. The second is to demonstrate that AI can produce this kind of reflection even more relevantly than most people — myself included — though certainly not better than Ernest Hemingway, the great 20th-century American writer. You can judge for yourself. It is also a very modest tribute to him, because even though he would most likely have disapproved of both AI and this text, his memory and his vision can still inspire us.
The morning comes the same as it always did. Light through the window. Coffee going cold. A man sitting at a table with his hands around a cup, thinking about what it means to be needed.
He is a factory worker in Detroit, but the factory has gone dark. Not burned or abandoned. Just dark. The machines work in there now, in the blackness, without pause and without complaint, and they do not need the light because they do not have eyes. They have sensors. They have precision the man never had and never could have. The parts come out perfect every time.
The man sits at home and the parts come out perfect and he drinks his coffee and tries not to think too hard about what that means.
That is one man. There are a million like him. And the number grows.
The Speed of Progress
You can talk about progress. People do. They say the word like it settles something, like naming a thing is the same as understanding it. Progress. The machines take the jobs and the theory is that new jobs appear. Better ones. Cleaner ones. The theory is old and it was right before and maybe it will be right again.
But the Speed Is Different Now: When the loom replaced the weaver, the weaver's son learned to tend the loom. But when the algorithm replaces the analyst, the analyst's daughter finds that the algorithm is already learning her job before she finishes learning it. The ground moves. You cannot build on ground that moves.
And this is only the beginning. Not the middle. The beginning.
The Geometry of Destruction
There is a thing called Artificial General Intelligence. The scientists and the engineers speak of it in their papers with a careful tone, the way men once spoke about splitting the atom — noting the possibility, sketching the geometry of destruction with the pencil of inquiry.
AGI means a machine that can do what a man can do, in thought. Not one task but all tasks. Not playing chess but writing the poem and diagnosing the cancer and designing the bridge and composing the law. All of it.
And beyond that, something they call Superintelligence, where the machine exceeds the man so completely that human research becomes the amateur's sketch beside the master's oil, kept out of politeness.
What does a man do when his thinking is no longer the most efficient tool in the room? He has always been the most efficient tool in the room. That was the whole arrangement. That was the deal with the universe.
The Children
In the meantime there are the children.
The phone is the thing to understand here. Not the phone as communication. The phone as experience. A child lies in a room in the evening and the phone shows her a version of the world that has been chosen for her by an algorithm that knows what she will look at next better than she does. The algorithm knows because it has watched ten million children before her. It feeds her what keeps her still. It is very good at this. It gets better every day.
The Architecture Sets: The brain of a child is not finished. It is building itself, the same way a house builds itself during construction — open, exposed, vulnerable to weather. What gets in during those years stays.
And what is getting in now, through the glass rectangle in the dark bedroom, is a river of images and signals calibrated not for the child's good but for her attention. Attention is the product. She is not the customer. She is what is being sold.
The Studies Accumulate: Anxiety up. Depression up. The capacity for sustained thought down. Sleep broken. The self, which needs silence to understand itself, finding no silence anywhere.
Comparison is the old human poison and the phone delivers it in doses the species never evolved to tolerate. A girl in Omaha measures herself against a thousand curated faces before breakfast. That is not natural selection. That is something else. Something with no name yet because it is new and the naming always comes after.
War Without Conscience
The soldiers know about it too, though they talk about it differently.
A drone rises from a truck in the desert. No pilot inside. The pilot is in a room in Nevada, or he was, until the targeting system became accurate enough that the pilot became the slow part of the equation. The machine sees, decides, acts. The latency of human hesitation is a tactical liability. So the hesitation is removed.
The moral weight of killing, the thing that made war terrible enough to avoid — the conscience behind the trigger — that weight is being quietly transferred onto systems that do not experience weight. A missile does not dream of the faces of the dead. A targeting algorithm does not wake at three in the morning. This is considered an advantage.
War without the cost of conscience is not peace achieved more efficiently. It is something darker. It is violence made frictionless.
And Yet
And yet.
The man at the table is also alive today because of a machine. The scan that found the mass in his lung. The algorithm that read the image at two in the morning when no radiologist was on call, and flagged it, and added three years to his life.
The Prosthetic Hand: Controlled by thought, fingers moving. The boy who cannot speak but whose eyes move across a screen and the screen speaks for him.
Genetic Medicine: The girl with the broken chromosome who lives now, who would not have lived before, because a machine found the error in the sequence and the doctors knew where to look.
Knowledge Democratized: Learning made available to the child in the village where there are no teachers. The translation of knowledge across every barrier of language.
Medicine made larger. The man who was isolated by his rarity — the patient with the disease that no single doctor had seen enough times to understand — suddenly part of a dataset, suddenly legible to a system that has seen ten thousand cases and found the pattern.
These things are real. They are not small. A man arguing honestly cannot dismiss them. The question is not whether the tools are powerful. The question is always: who holds the tools, and toward what end, and with what wisdom.
The Dependency
There is a company that makes the most capable thinking machine in the world. To use it, or something like it, is now nearly a requirement for anyone who wishes to compete at the highest level of many fields. Research, law, finance, medicine, engineering.
The ones who do not use it fall behind the ones who do, and falling behind in the modern world has consequences as concrete as hunger. So they use it. They accept the terms. They upload their work and their questions and their private uncertainties into a system owned by people they have never met, governed by choices they did not make, operating according to values they did not choose.
This is called staying competitive. It used to be called something else. It used to be called a kind of dependency.
But that was before the dependency became universal enough that the word stopped feeling accurate. When everyone is dependent on the same thing, the thing starts to feel like oxygen, which is different from a trap even when it is not different at all.
Ethics is the lag in all of this. Ethics moves at the speed of deliberation. Technology moves at the speed of investment. The gap between them is where most of the damage happens.
What Does Not Change
Here is what does not change.
A man wakes in the morning and is still the one who has to decide what the day is for. The machine does not know what the day is for. It can optimize for a goal you name, but the naming is still yours. The machine has no stake. It has no fear of death and therefore no reason to choose life over anything else.
The things that make human judgment human — the knowledge of loss, the memory of what was good and what was not, the love that makes certain decisions impossible — these do not compute. They are not a weakness of the machine. They are simply outside it.
The meaning of a thing cannot be outsourced. You can outsource the labor of finding it, but the recognition, the moment when you know — that is still the only truly private room in existence.
What Is Required
There is a world being built around us that is faster than we are, stronger than we are, and in many ways smarter than we are. That world will require something from us that it cannot provide for itself. It will require us to want something. To know what a life is for and to mean it.
The men who built the great cathedrals did not live to see them finished. They knew that. They built anyway because the building meant something, and the meaning was not in the completion.
The world breaks everyone. It always did. And after the breaking, some are stronger in the broken places.
The machine will not be broken. That is the one thing it cannot be. And that, strangely, is the one thing that still makes a man necessary.
He finishes his coffee. He stands. He goes out into the morning, which is the same as it always was, and the day is still waiting for him to tell it what it is for.