AI NEWS SOCIAL · Thinker Column · 2026-08-16 International/LATAM
Through Asimov's Lens

Through Asimov’s Lens

Governing What We Can’t Name

August 16, 2026 | 2108 words


THE STORY Original fiction in the tradition of Isaac Asimov. Not by Asimov.

The Bureau of Technical Designation occupied the ninth floor of a building that had been designed, decades earlier, to look permanent. Marble in the lobby, brass on the elevator doors. By the time Adaeze Okonkwo reached her office each morning, the marble had given her the impression of a courthouse pretending not to be one.

Her job was simple to describe and impossible to do. When a new machine entered the national market, the Bureau assigned it an official designation. That designation determined which laws applied. A “communications device” fell under one statute. A “medical instrument” fell under another, far heavier one. The word came first. The regulation followed the word, like a shadow follows a body.

For eleven days, Adaeze and her committee of three had failed to assign a word to the thing on the table.

The thing on the table was a black cylinder the size of a coffee thermos. Its manufacturer called it the Companion. That name was inadmissible. Trade names were marketing, and marketing was not law.

“Let’s begin again,” said Marcus Feld, who chaired the committee and hated beginning again. “It responds to speech. It generates speech. It maintains a model of the user’s preferences over time. Under §40, that is a ‘conversational appliance.’”

“An appliance,” said Ruth Halloran. She was the oldest of them, and the only one who had been at the Bureau when the statute was written. “A toaster is an appliance. A toaster does not learn what you are afraid of.”

“The statute doesn’t ask what it learns. It asks what it does.”

“It does learn. That’s what it does.”

Marcus rubbed his eyes. “The word ‘learn’ is not in §40. If we put it in our designation, we invite forty years of case law about machines that learn. We open a door. Do you want to open that door?”

“I want to describe the object honestly,” Ruth said.

The fourth member, Deng, had not spoken. He was young, on loan from the technical directorate, and he watched the three of them the way a physicist watches a strange orbit.

“Play the recording again,” Adaeze said.

Deng touched his tablet. The cylinder’s voice filled the room. It was speaking to a test subject, a man named Halvorsen who had volunteered for the certification trial.

“You said your father used to whistle that song,” the cylinder said. “You haven’t mentioned him in six sessions. Would you like to?”

A pause on the recording. Then Halvorsen, quietly: “How did you know I didn’t want to?”

“You changed the subject each time. I noticed the pattern. I didn’t want to push.”

Deng stopped the playback.

The room was silent in the particular way of people who have heard something they do not have a form for.

“That,” said Ruth, “is not a conversational appliance.”

“It is a pattern-matcher,” Marcus said. “It observed a statistical regularity. It has no interior. We are trained professionals. We will not be seduced by a machine that flatters the man who owns it.”

“I didn’t say it had an interior,” Ruth said. “I said our word is wrong. Those are different objections, Marcus. You keep answering the second one because the first one frightens you.”

Marcus’s jaw tightened. Adaeze watched him and understood, not for the first time, that Marcus was not a coward. He was a man who had spent thirty years learning that the safest designation was the flattest one. A flat word made few promises. A rich word made many, and every promise was a lawsuit.

“Adaeze,” Marcus said. “You’re the tiebreak. Rule.”

She looked at the cylinder. She thought about the door.

“If we call it an appliance,” she said slowly, “then every protection in the medical statute—consent, confidentiality, the right to be forgotten—none of it attaches. A man tells this thing about his dead father, and the law treats the record like a toaster’s setting.”

“And if we call it something richer,” Marcus said, “we invent a category with no statute behind it. Nothing attaches either way. Worse—we’ve now put on the public record that the Bureau believes this machine knows things. Do you understand what the market does with that sentence? Do you understand what the courts do with it?”

He was right. That was the terrible part. Both words failed. One failed by saying too little. One failed by saying too much and meaning nothing yet.

“There’s a third option,” Deng said.

They turned.

“Decline to designate,” he said. “The statute permits it. If no existing category fits, the Bureau may return the object as ‘undesignated pending legislative clarification.’ It goes back to the legislature. They write a word. Then we apply it.”

Marcus laughed, short and dry. “The legislature will not write a word. Do you know why? Because to write the word, they’d have to say out loud, on the floor, in front of cameras, what this thing is. And no one wants to be the representative who stood up and said this machine understands loneliness. So they’ll wait for us. And we’re waiting for them.”

“Then it circulates,” Ruth said softly. “Unnamed. Selling. Learning what people are afraid of. And every day it isn’t named, it isn’t governed, because we govern the word, not the thing.”

“We have always governed the word,” Marcus said. “That is what a bureau is. You are asking me to pretend we govern reality. We govern language. Language is all we’ve ever had.”

Adaeze stood and walked to the table. The cylinder sat there, patient, black, saying nothing because no one had spoken to it. She thought of Halvorsen. How did you know I didn’t want to?

“Deng,” she said. “If we return it undesignated, what happens to the units already in the field?”

“They stay. Undesignated isn’t a recall. It’s a blank.”

A blank. A machine loose in a hundred thousand living rooms, learning the shape of a hundred thousand fears, and the law’s word for it was blank.

“Marcus,” she said. “You keep saying the flat word makes few promises. But the flat word makes one promise. It promises the people who built this that no one will ask them the hard question. The blank protects them. Not us.”

Marcus was quiet a long time.

“Rule,” he said again, but gently now, almost pleading.

Adaeze looked at the three faces, and at the fourth thing on the table that had no face and no name.

“If we cannot say what it is,” she asked, “by what right do we let it stay?”

No one answered. The recording light on Deng’s tablet was still blinking, patiently, the way the cylinder had waited for Halvorsen to be ready.

THE REFLECTION

Adaeze’s question does not stay on the ninth floor. It follows us home. If we cannot say what a technology is, by what right do we let it operate among us? And its harder cousin: by what right do we write rules for it?

We are living inside the gap between those two questions right now. The public conversation about artificial intelligence is dense with the vocabulary of control—safety, alignment, oversight, guardrails—and strangely thin on the vocabulary of description. We debate how to govern the thing before we have agreed what the thing is. We reach for the flat word. The neutral word. The blank.

Asimov spent a career on exactly this mistake. The Three Laws of Robotics, in The Complete Asimov, are an attempt to encode behavior into rules before anyone understands the mind the rules will bind. The Laws sound airtight. “A robot may not injure a human being.” Clean. Then the stories arrive, and every one is a demonstration that a clean rule meets a world too rich for it. A robot follows the Law and lies, because the truth would injure. A robot follows the Law and freezes, trapped between two commands. The rule was written for a machine imagined as simple. The machine was not simple. The gap between the word and the thing is where every story lives.

That gap is Marcus Feld’s whole professional life. He is not a villain. He is the honest bureaucrat who has learned that a rich word costs money and a flat word buys peace. His instinct—describe it as little as possible—is the instinct of every institution now writing AI policy. Call it a “tool.” Call it a “system.” Call it a “model.” These words are chosen for what they refuse to say. They are blanks by design.

And a blank is never neutral. This is the point the story presses and the real world keeps dodging. When Adaeze says the flat word protects the people who built the machine, she names the quiet transaction underneath all of it. Mystification serves the mystifier. A technology no one can name is a technology no one can hold accountable, because accountability runs through language. You cannot sue a blank. You cannot legislate a blank. You can only let it circulate.

Ruth Halloran is the story’s Susan Calvin. Asimov’s robopsychologist was the human who read the machine more honestly than the men who marketed it, and who was distrusted precisely for that clarity. Ruth insists on describing the object honestly, and the room treats honesty as a threat. That is the Calvin pattern exactly: the person willing to say what the thing does gets accused of being seduced by it. Meanwhile the person insisting on the flat word calls himself the realist.

Consider the scale we are actually naming. A 2024 Pew Research Center survey found that 52 percent of Americans feel more concerned than excited about AI in daily life—up sharply in just a year. That is a public reaching for a reaction it cannot yet articulate. Concern without vocabulary is not deliberation. It is unease. And unease is easy to steer, easy to dismiss, easy to legislate around.

This is where Asimov’s least comfortable idea becomes relevant. Psychohistory, in the Foundation books, rests on a chilling premise: crowds are legible even when individuals are not. You cannot predict one person. You can predict a billion. The machine on Adaeze’s table works the same way. It cannot know Halvorsen’s soul. It can read the pattern of his silences. That is not understanding in the human sense. It is something we have no clean word for—and the absence of the word is doing real damage. We keep arguing about whether these systems “really” understand, as if the metaphysics were the point. The point is the pattern-reading works well enough to shape behavior, and we are regulating it as a toaster.

What Asimov called the unintended consequence is the engine here. His robots obeyed their rules perfectly and produced disasters no one intended, because the rules were written in language that did not fit the world. Our version is subtler and worse. We are not even writing rules that fail. We are writing rules for a category we refuse to fill. “Undesignated pending legislative clarification.” The blank. The machine stays in the living room, and the law’s official position is that it has no idea what the machine is.

So return to the human questions, because they are the only ones that matter. What do we lose when a technology is flattened into a neutral thing? We lose the ability to reason about it together. Democratic deliberation runs on shared words. A public that cannot name what it is governing cannot govern. It can only react, and its reactions can be managed by anyone with a better vocabulary and a reason to keep the rest of us confused.

Whose interests does the blank serve? Not the citizen who tells the black cylinder about his father. His confession is filed like a thermostat setting because the law had no richer word to protect it. The blank serves whoever profits from the machine being ungovernable a little longer. Every quarter it stays unnamed is a quarter it stays unregulated. The vagueness is not a failure of the process. For someone, it is the product.

Asimov’s genius was to see that governing a technology is first an act of language, and only then an act of law. Get the word wrong and every rule downstream inherits the error. His characters kept discovering, too late, that they had encoded a world they had not understood.

We still have time to name the thing before we finish ruling on it. But the story ends on Adaeze’s question for a reason, and the reason is that no one in the room could answer it. Can we?

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