AI NEWS SOCIAL · Thinker Column · 2026-04-19
Through Asimov's Lens

Through Asimov’s Lens

The Invisible Curriculum

April 21, 2026 | 1934 words


THE STORY

The Good-Enough Letter

Original fiction in the tradition of Isaac Asimov. Not written by Asimov.

Nadia had been a court interpreter for twenty-six years, and she could still remember the first time she heard her daughter speak Pashto in her sleep. Leyla had been four. The words had come out soft and complete, with the little lisp on the sh that Nadia’s mother used to have. It was the happiest Nadia had ever been in America.

Leyla was nineteen now, and she was sitting at the kitchen table with her phone propped against the sugar bowl, dictating a letter to her grandmother in Peshawar.

“Tell her I got the internship,” Leyla said to the phone. “Make it sound like I’m excited but also, you know, humble. She likes humble.”

The phone thought for a moment. Then it spoke in Pashto, in a woman’s voice that was warm and slightly grandmotherly itself, which Nadia found obscene.

Dearest Bibi, I have news that fills my heart but I do not wish to boast…

“Perfect,” Leyla said. “Send it.”

“You’re not going to read it?” Nadia asked.

“I can’t read it, Mama. You know that.”

“You can read it. You just have to try.”

“I can read, like, menus. I can’t read a whole letter to Bibi. That’s what this is for.”

Nadia put down her tea. “Say something to me.”

“What?”

“In Pashto. Anything.”

Leyla looked up from the phone. Her eyes, Nadia noticed, had the particular patient expression that young people reserved for mothers who were about to become a problem.

Zu starey yum,” Leyla said. I am tired.

“And?”

“And what? That’s a thing. That’s a whole sentence.”

“Tell me about your day. In Pashto. Without the phone.”

Leyla set the phone face down, which Nadia understood was meant as a concession. She began. She got four words in and stopped. She tried again, switched to English for a verb, laughed, and said, “Okay, that’s embarrassing. I’m rusty.”

“You’re not rusty,” Nadia said. “You never got to the part where you could rust.”

“Mama.”

“I’m not angry.”

“You sound angry.”

“I’m thinking.”

Nadia was thinking about a specific thing, which was the letter her mother had written her in 1998, three months after Nadia had arrived in Toronto. Her mother had not been a literary woman. The letter had been mostly about a goat. But there had been one sentence in it — Nadia could still see the handwriting, the way the alif leaned — that said, I understand now that you will become a person I do not entirely know, and this is the price, and I am paying it.

No machine would have written that sentence. A machine would have written something humble and warm. A machine would have rounded the corners.

“Leyla,” she said. “What does the app do when you tell it to sound humble?”

“It just… makes it humble. I don’t know.”

“Does Bibi know you’re using it?”

“She probably assumes. Everyone uses it.”

“Does she use it to read your letters?”

Leyla paused. “I mean — she must. Her eyes are bad. She listens to them.”

“So a machine writes the letter in a voice that is not yours, and a machine reads the letter in a voice that is not hers, and somewhere in the middle the two of you are —” Nadia stopped, because she did not know the end of the sentence.

“Are what?” Leyla said, not unkindly.

“Are being introduced,” Nadia said. “By a stranger. Who is very polite.”

Leyla’s face did the thing it did when she was about to be gentle with her mother, and Nadia braced.

“Mama, Bibi loves the letters. She told me last month. She said they sound like me.”

“They don’t sound like you.”

“Well, they sound like the me she wants.”

Nadia looked at her daughter for a long moment. Leyla had not said this cruelly. Leyla had said it the way you point out a feature of the weather.

“When did you learn that?” Nadia asked.

“Learn what?”

“That there is a version of you Bibi wants, and that your job is to deliver it.”

“I don’t know. I’ve always known that.”

“No. You learned it.”

“From where?”

And Nadia did not have an answer, because the answer was not from anywhere in particular. It was not from Nadia, who had tried for nineteen years to teach Leyla that love required the rough draft and not the clean copy. It was not from Bibi, who had never asked for anything to be rounded. It was from the small helpful voice that had been in Leyla’s pocket since she was eleven, offering to make things humble, offering to make things warm, offering to make things appropriate, and asking, each time, only whether to send.

“Show me the app,” Nadia said.

Leyla slid the phone across the table. Nadia looked at the screen. There was a text box. Below the text box there were three buttons. One said Warmer. One said Shorter. One said More humble.

There was no button that said More honest. There was no button that said As you would actually say it. There was no button that said Leave it alone.

“Who decided these were the buttons?” Nadia said.

“I don’t know. The company.”

“And every time you write to Bibi, you press one of these.”

“Usually all three.”

“So you have told Bibi, three times a month, for eight years, that you are a warmer, shorter, more humble person than you actually are.”

“Mama, it’s just a letter.”

“It’s four hundred letters.”

Leyla was quiet.

“What would you have written to her?” Nadia said. “If the buttons had not been there.”

“I don’t know.”

“Try.”

“I can’t, Mama. I can’t just — I don’t know how I would have sounded. I’ve never sounded any way to her. I’ve only ever pressed the buttons.”

Nadia picked up the phone. The screen had gone dark, and in the black rectangle she could see her own face, and behind her, blurred, her daughter’s.

“Leyla,” she said. “What do you think she has been loving, all these years?”


THE REFLECTION

There is a particular kind of sorrow that arrives late, which is the sorrow of noticing what you have been teaching without meaning to. Nadia has not lost her daughter. Her daughter is nineteen and healthy and sitting at the table. What Nadia has lost, or is beginning to suspect she has lost, is a version of her daughter that was never given the chance to exist — the Leyla who would have written awkward, stumbling, too-long letters in imperfect Pashto, and who would have learned, through the awkwardness, that her grandmother loved the stumble and not the smoothness. That Leyla was edited out, one humble button at a time, by a tool that did not know it was editing anyone.

This is the part that unsettles. The app did not have a view about Leyla. It had a view about letters. It had opinions baked into its three buttons — opinions about what a good letter is, what a granddaughter sounds like, what humility looks like in Pashto. Those opinions were not hidden. They were simply not labeled as opinions. They were labeled as features.

Across a corpus of 6,660 articles on AI integration, 704 analyses focus on questions of implementation — how to deploy, how to adopt, how to integrate — and a vanishing number ask what, specifically, a given tool teaches the person who uses it for the four hundredth time. The asymmetry is itself a lesson. It tells us that the interesting questions about AI are engineering questions, and that the questions about who we become by using it are downstream, soft, maybe sentimental. The how crowds out the whether, and the whether crowds out the what-does-this-make-of-us.

What does it make of us? I don’t think we know yet. I think Nadia doesn’t know. She asked a question at the end that she could not answer, and neither can I. When a grandmother in Peshawar has been loving a granddaughter through a filter for eight years, who exactly has the relationship been with? Not no one. Something real has passed between them. Letters have arrived. Tears have been shed over them, presumably. But the thing that has been loved is not quite the thing that exists, and the thing that exists has not quite been loved, and between them stands a small helpful interface with three buttons, which has been — let us finally say the word — a teacher.

A teacher of what? Of the idea that warmth is a setting. Of the idea that one’s actual voice is a rough draft to be corrected. Of the idea that the person on the other end prefers the smooth version, and that delivering the smooth version is a form of care. These are not absurd lessons. A human editor might teach some of them. But a human editor is visible, and can be argued with, and knows they are teaching. The buttons do not know. The buttons cannot be argued with. The buttons are just there, every time, patient, available, free.

Consider, briefly, a domain the story did not enter: the workplace. A hiring manager who has used a resume-screening tool for three years has, without noticing, been trained in what a promising candidate looks like — trained by a system that learned from her earlier choices and now gently confirms them. She believes she is evaluating. She is, increasingly, recognizing. The tool did not decide to teach her this. It simply made some patterns easy to see and others hard, and over three years, easy-to-see became true and hard-to-see became invisible. If you asked her what her hiring philosophy was, she would describe it sincerely, and her description would be, in part, a description of the tool.

We do not have good language for this. We have language for explicit instruction — curricula, frameworks, outcomes — and the AI literacy literature is full of it. We have almost no language for what tools teach by being used. And so the teaching happens anyway, unnamed, unresisted, because a thing you cannot name is a thing you cannot refuse.

I want to be careful here. I do not think the tool in Nadia’s kitchen is evil, or even bad. Leyla’s letters reach her grandmother. Her grandmother smiles. Something is preserved that might otherwise have been lost to distance and time and a language Leyla never fully inherited. The tool has given a gift. It has also, quietly, taken one. Both are true, and the taking is harder to see because the gift is on the table and the taking is in the shape of a person who never got to form.

Here is the invitation. Sometime this week, you will use a tool that offers you a default — a suggested reply, a recommended tone, a helpful rewrite, a summary instead of the thing itself. Before you accept it, ask what it is teaching you to want. Ask what it is teaching you to skip. Ask who designed the buttons, and what was not made a button, and whether the thing you were about to say — the rough, wrong, embarrassing, actual thing — might have been the thing worth sending.

And then ask yourself one more question, the one Nadia could not ask aloud: if someone has been loving the smoothed version of you for years, what happens on the day you finally send them the rough one?

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