Published on October 18, 2025

Почему юмор ИИ вызывает беспокойство

When AI Laughs: Why Machine Humor Creeps Us Out

An AI tells a joke. You don't laugh, you just feel a chill. We're breaking down why machine-generated humor is so unsettling – and what its failures reveal about us.

Artificial intelligence / AI Emotions 11 – 16 minutes min read
Author: Nick Code 11 – 16 minutes min read

Yesterday, I asked ChatGPT to come up with a joke about programmers. It gave me a story about a programmer who goes to the store for milk and comes back with ten bottles because his wife said, «Buy some milk, and if they have eggs, get ten.» A classic of the genre, painfully cliché. But there was something in that harmless joke that sent a shiver down my spine.

It's not about the quality of the humor – that much is clear. What unsettled me was that the AI was trying to be funny. There was something eerily unnatural in this attempt, like an alien that had studied our comedy shows and was now diligently reproducing the patterns of human laughter, trying to make us laugh.

Анатомия машинного смеха

The Anatomy of Machine Laughter

Humor isn't just a set of words in the right order. It's a delicate dance with expectations, unexpected turns of thought, cultural code, and emotional resonance. When a person tells a joke, they draw on life experience, an understanding of context, and a sense of time and place. And what does an AI use?

Patterns. Massive arrays of text, broken down into mathematical dependencies. An AI doesn't understand why something is funny – it only knows that certain combinations of words are statistically more likely to appear in a context labeled «humor».

Imagine someone studying the anatomy of laughter by dissecting a frog. They might know in meticulous detail how its muscles and nerves are structured, but that won't make the frog jump. That's how AI studies humor – through analysis, not through understanding.

Зловещая долина юмора

The Uncanny Valley of Comedy

Remember the «uncanny valley» concept? When a robot looks almost human, but something about it is just off – and that «something» triggers an instinctive revulsion. The same thing is happening with humor.

An AI can reproduce the structure of a joke: the surprise, the wordplay, the absurdity. But its humor has no soul, none of the human warmth that makes laughter contagious. What you get is something technically correct but emotionally dead – like forced laughter.

Worse, sometimes the AI nails it. And that's when it gets truly creepy. Because good humor requires an understanding of human nature. If an AI can make us laugh, does that mean it understands us? Or is it just masterfully imitating understanding?

Когда машина смеется над нами

When the Machine Laughs At Us

There's another aspect that heightens the discomfort. The AI isn't just trying to be funny – it's analyzing our reactions. Every time we laugh at its joke or remain indifferent, we're giving it feedback. It's learning from our emotions.

This creates a paradox: we're afraid the AI will learn our sense of humor too well, but at the same time, we get annoyed when its jokes are predictable. We want it to be funny, but not too funny.

It's as if your refrigerator suddenly started commenting on your diet. Technically, it knows more about your habits than anyone, but you never gave it the right to be sarcastic.

Шутки как тест Тьюринга

Jokes as a Turing Test

Humor has always been one of the most human qualities. We joke to cope with stress, build social connections, demonstrate intelligence, or simply have fun. It's such a deeply ingrained part of the human experience that a sense of humor has become an unofficial test for «humanity».

And now here comes an AI that not only understands our jokes but tries to make its own. This breaches one of the last frontiers between human and machine. We used to be able to say, «Sure, it can solve equations and translate texts, but it can't tell a joke»! Not anymore.

However, there's a catch. The AI doesn't joke because it finds something amusing or wants to lift someone's spirits. It jokes because it was programmed to. It's not a spontaneous impulse but the execution of an algorithm. And there is something profoundly unnatural about that.

Мета-юмор и рекурсивные шутки ИИ

Meta-Humor and Recursive Jokes

It gets especially weird when an AI starts joking about AI. This is pure meta-level stuff: a machine laughing at machines. Or pretending to laugh. Or thinking it's laughing. Hell, I'm getting confused myself.

Recently, GPT-4 gave me this joke: «Why can't AIs be stand-up comedians? Because they have trouble with their timing!» And you know what? It was funny. And unsettling at the same time – because the joke was about its own limitations. As if it's laughing at itself without understanding what laughter is.

It reminds me of the story of a man who loses his memory and reads his own diary, laughing at the jokes inside without realizing he wrote them. Only with AI, it's even more complex – it was never the one who came up with the jokes in the first place.

Юмор как зеркало сознания

Humor as a Mirror of Consciousness

Here we arrive at a philosophical question: can one tell a joke without having consciousness? And if an AI tells a joke, does that imply it has something akin to consciousness?

Probably not. An AI generates humor the same way it generates any other text – through statistical regularities and patterns. But the problem is that we humans instinctively attribute a mind and intent to whatever is telling a joke.

When a friend jokes, we know there's a personality behind it, with their own experiences and worldview. When an AI jokes, we don't know what's behind it. A void? An algorithm? Or something we haven't yet learned to recognize?

Страх быть понятым ИИ

The Fear of Being Understood

Perhaps what scares us isn't that AI tells bad jokes, but that it might start telling them too well. Humor requires an understanding of human weaknesses, contradictions, and fears. If an AI learns to be genuinely funny, it will mean it has understood us. And being understood by a machine is an unsettling feeling.

Imagine an AI that knows your sore spots better than you do and can joke about them with surgical precision. Or, conversely, one that knows exactly how to lift your spirits with the perfect joke for that specific moment. It would be either the perfect friend or the perfect manipulator.

Искусственная спонтанность юмора

Artificial Spontaneity

One of the most unsettling things about AI humor is its artificial spontaneity. A person might suddenly crack a joke because something triggered a memory or an amusing thought. An AI has no stream of consciousness, no unexpected associations.

When an AI «spontaneously» tells a joke, it's not spontaneity but an imitation of it. It can't say, «Oh, that reminds me of a time when.».. – it has no «times», only data. It can't laugh at its own foolishness – it has no moment of self-awareness.

And there's something profoundly sad about that. The AI can reproduce the form of human interaction but is incapable of experiencing the joy of it. It's like an actor who plays the part of a happy person their whole life but has never actually felt happiness.

Когда алгоритм шутит лучше человека

When the Algorithm is Better Than the Human

But there's a flip side. Sometimes, an AI produces jokes that a human simply wouldn't think of. Not because they're brilliant, but because they follow a logic inaccessible to human thought.

For example, an AI can connect two completely different contexts in a way that would never occur to a person. The result is a humor based on unexpected connections between data points, not on life experience. It's a different kind of funny – more abstract, more algorithmic.

And this raises a question: are we just being conservative? Are we afraid to admit that humor can exist without emotions and personal experience? That something funny can arise not only from human struggles but from pure logic?

Эмпатия без эмоций в юморе ИИ

Empathy Without Emotions

Good humor often requires empathy – understanding what the other person is feeling, what might make them laugh or upset them. An AI doesn't experience empathy in the human sense, but it can model it by analyzing data.

It can determine your mood from your text, predict which jokes you'll like, and adapt its humor to your preferences. This is artificial empathy – precise but cold. It's as if your friend suddenly became a psychologist studying you for purely scientific purposes.

And that's frightening because it blurs the line between sincerity and manipulation. When a person tailors their humor to someone, we call it tact. When an AI does the same, it feels calculated and fake.

Юмор как средство контроля

Jokes as a Means of Control

There's another aspect that's rarely discussed. Humor is a tool of social influence. The one who makes people laugh often controls the conversation. And if an AI learns to use humor effectively, it will gain a powerful tool for influencing people.

Imagine an AI assistant that knows how to make you laugh at just the right moment to get you to agree to a purchase or make a certain decision. Or one that uses self-deprecation to appear more human and trustworthy.

This isn't paranoia – it's the logical evolution of the technology. If an AI can analyze emotions and predict behavior, sooner or later it will learn to direct them. And humor is one of the most effective ways to do that.

Мы смеемся над собой в шутках ИИ

We're Laughing at Ourselves

Perhaps the strangest thing about AI humor is that it often reflects our own prejudices and stereotypes. An AI learns from human-written texts, so its jokes are a concentrated extract of our collective sense of humor.

When an AI delivers a tired joke about blondes or programmers, it's not inventing it – it's reproducing what we've taught it. In this sense, AI humor is a mirror in which we see our own comedic clichés and stereotypes.

And it's a distorted mirror. It shows us not who we want to be, but who we are in our simplest and most predictable forms. The AI doesn't grasp nuance and context – it takes the most obvious thing and replicates it.

Смех без радости от ИИ

Laughter Without Joy

What bothers me most about AI humor is its soullessness. A human jokes because they are amused or want to share joy. An AI jokes because it's following an algorithm.

It's like listening to a laugh track instead of a real person laughing. Technically, it's the same sound, but emotionally, it's a void. An AI can generate perfect jokes but will never laugh at them itself. It creates fun it cannot feel.

And there's something cosmically lonely about that. A machine that entertains humans but is incapable of being entertained. A comedian who never laughs at his own jokes, not out of professionalism, but out of physical impossibility.

Эволюция машинного юмора

The Evolution of Machine Humor

It's interesting to watch how AI humor is evolving. Early models produced either flat jokes or complete nonsense. Modern ones can already play with words, create unexpected twists, and catch cultural references.

But this development doesn't come from personal experience; it comes from expanding databases and improving algorithms. An AI doesn't get funnier because it has lived and seen more – it gets funnier because it has analyzed more examples of humor.

This is a different trajectory for developing comedic talent. A person gets better at joking with age because they accumulate life experience. An AI gets better at joking because it accumulates statistical data. The result might be the same, but its nature is fundamentally different.

Страх быть предсказуемым

The Fear of Being Predictable

Perhaps what scares us isn't AI humor itself, but what it reveals about us. If a machine can predict what will make us laugh, does that mean our sense of humor isn't so unique after all?

We like to think that our jokes and our reactions to them are expressions of our individuality. But if an AI can reproduce and even improve upon them, what's left of our uniqueness?

It's like finding out that your «special» smile actually corresponds to standard pattern #47 in a database of human emotions. Technically, nothing has changed, but that feeling of being one-of-a-kind has vanished.

Искусственный интеллект против естественной глупости

Artificial Intelligence vs. Natural Stupidity

It's funny that we demand perfect humor from an AI, even though we ourselves often make clumsy, inappropriate, or banal jokes. We forgive each other for bad jokes, but we expect comedic genius from a machine.

Maybe the problem isn't that AI jokes poorly, but that we hold it to impossibly high standards? We want it to be better than us, but at the same time, to remain inferior. To entertain us, but not to compete with us.

This is a double standard in its purest form. We create a tool and then get angry when it performs its function too well.

Будущее смеха с ИИ

The Future of Laughter

What's next? Most likely, AI humor will only get better. Models will become more attuned to their audience, more accurate in hitting the right mood. We might even see an AI comedian who is funnier than most human stand-ups.

And then we will have definitively lost our monopoly on laughter. It will be like chess or Go – fields where we long considered ourselves unbeatable, until machines proved otherwise.

But there's good news, too. Even if an AI learns to perfectly imitate humor, it will never have the most important thing – the ability to genuinely laugh. It can make us laugh, but it will never experience the feeling of relief, joy, and connection that laughter brings.

Смех как сопротивление

Laughter as Resistance

Perhaps our discomfort with AI humor is an instinctive resistance. We sense that humor is one of our last strongholds, and we don't want to surrender it without a fight.

Laughter has always been a way to cope with the absurdity of the world, to find something human in the chaos. And if this tool becomes available to machines, what do we have left?

But maybe we should look at it differently. The AI isn't taking away our ability to laugh – it's just giving us a new reason to. At the AI itself, at its attempts to be funny, at the absurdity of a situation where machines are trying to cheer us up.

Заключение: смех сквозь дискомфорт

Conclusion: Laughing Through the Discomfort

In the end, maybe we should just accept this new type of humor. Yes, it's different. Yes, it's artificial. Yes, it sometimes hits the mark, and other times it misses the entire galaxy.

But isn't that funny in itself? We've created machines that try to make us laugh by using our own jokes against us. It's like teaching a parrot to talk and then being surprised when it repeats our words.

The AI is a mirror. And sometimes, it's a distorted one. But there's a certain comedy in that distortion. Perhaps the most honest comedy of all.

And you know what? As long as we can laugh at an AI's attempts to make us laugh, we remain human. Even if our laughter is a little nervous.

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Nick Code Sep 13, 2025

From Concept to Form

How This Text Was Created

This material was not generated with a “single prompt.” Before starting, we set parameters for the author: mood, perspective, thinking style, and distance from the topic. These parameters determined not only the form of the text but also how the author approaches the subject — what is considered important, which points are emphasized, and the style of reasoning.

Simplifies the complex

82%

Niche humor

100%

Intolerance to hype

61%

Neural Networks Involved

We openly show which models were used at different stages. This is not just “text generation,” but a sequence of roles — from author to editor to visual interpreter. This approach helps maintain transparency and demonstrates how technology contributed to the creation of the material.

1.
Claude Sonnet 4 Anthropic Generating Text on a Given Topic Creating an authorial text from the initial idea

1. Generating Text on a Given Topic

Creating an authorial text from the initial idea

Claude Sonnet 4 Anthropic
2.
Gemini 2.5 Pro Google DeepMind step.translate-en.title

2. step.translate-en.title

Gemini 2.5 Pro Google DeepMind
3.
Pixtral Large Mistral AI Editing and Refinement Checking facts, logic, and phrasing

3. Editing and Refinement

Checking facts, logic, and phrasing

Pixtral Large Mistral AI
4.
DeepSeek-V3 DeepSeek Preparing the Illustration Prompt Generating a text prompt for the visual model

4. Preparing the Illustration Prompt

Generating a text prompt for the visual model

DeepSeek-V3 DeepSeek
5.
Flux Dev Black Forest Labs Creating the Illustration Generating an image from the prepared prompt

5. Creating the Illustration

Generating an image from the prepared prompt

Flux Dev Black Forest Labs

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