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C1 Business English · Branding and AI

The Authenticity Paradox: Why “Human-Made” Has Become the Most Powerful Claim in the Age of AI

As AI-generated content floods social media, some brands are discovering that “human-made” is a selling point. This C1 Business English lesson uses the debate to build vocabulary for discussing brand reputation, consumer trust and marketing strategy.

AI-generated fashion model in a studio-style photo

What business leaders can learn from the story

Efficiency is not the same as value. Customers judge the effort and intention they believe sit behind your work, not just the finished output. For leaders, the point goes well beyond advertising: cutting corners where customers can see it can cost more in trust than it saves in budget.

AWarm up

Before starting the Business English lesson, discuss these with a partner or your teacher.

  • Have you noticed AI-generated images or videos in ads or on social media recently? How did they make you feel about the brand behind them?
  • Where does your company use AI to save time or money? Is there anything you would never hand over to AI?

BRead the text

The Authenticity Paradox

In 2025, Swedish fashion giant H&M announced that it would create “digital twins” of thirty of its models. These AI-generated copies would appear in its social media posts and marketing campaigns. H&M insisted that it was not replacing traditional photoshoots, and that the models would own the rights to their twins and be paid each time they were used. Critics still saw what the move made possible: a fashion shoot without actually having one. The photographer, the lighting crew and the location could all be replaced by a prompt. The backlash came quickly, from models, photographers and unions as well as from shoppers online, many of whom saw it as cutting corners, even though the images looked entirely professional.

The use of AI in social media ads and content has been growing since 2022, but it appears to be putting many consumers off. In one recent global survey, 31% of consumers said they trusted a brand less when they noticed AI-generated content in its marketing, compared with just 7% who trusted it more. It is much harder to determine which factors really drive consumer behaviour when people actually make a purchase. But it is no longer the obviously broken images and strange hands of early campaigns that are driving consumers away. It is the sense that something just feels off, as if brands no longer care enough to make an effort. If they can’t be bothered to advertise it properly, why should we buy it?

AI slop is low-quality, fake, rapidly produced AI content, and it is now everywhere. One study found that around one in five videos shown to a brand-new YouTube account were low-quality AI content. The appeal of AI to executives and content creators is obvious: faster production, cheaper visuals, smaller budgets and better targeting. But the shift is happening at precisely the moment that consumer tolerance is running out.

Research consistently shows that when identical images are labelled as either “human-created” or “AI-created”, people judge the supposedly human ones as more beautiful, more meaningful and more profound, even when they cannot tell the difference visually. What we value in creative work is not just the output, but the intention, effort and human experience we believe sit behind it.

For H&M’s critics, scrolling past a model who was never in the room felt like an uncomfortable contradiction for a brand in an industry that is built on human creativity.

Other brands are starting to pick up on this consumer sentiment. In 2025, Cadbury launched a completely AI-free campaign, using real chocolate on set with no CGI or AI. Global Brand Vice President Guilherme Ferreira said: “When it feels like everyone is turning to AI and CGI, we were proud to create the film using real life filming on set, utilising experts in their craft.” Feedback from both consumers and marketing analysts was very positive, but it remains to be seen whether this will become the norm. The difference in cost is still huge, and the effect on profits is still unclear.

On social media, resistance is growing louder. Théodore Cazals, a student from Paris, started an X account called “Insane AI Slop” after a fake Facebook image of bearded children beside a birthday cake in the middle of a busy road went viral with nearly one million likes. His account grew to more than 133,000 followers. Under viral AI videos, angry comments now often outperform the posts themselves. Because anger and outrage are among the biggest drivers of engagement, this pushes the content even further up the algorithm.

So will content continue down the route of AI, or will the backlash grow stronger?

In one scenario, the backlash shifts the market: AI-generated content starts to be perceived as low-end, and “human-made” as premium. The label could become as powerful as “organic” or “Made in Italy”: a sign of quality, care and trustworthiness that commands a much higher price.

A second, arguably more likely, scenario is that nothing fundamentally changes. Anger, as we have seen, feeds the algorithm just as effectively as admiration. Théodore Cazals’ 133,000 followers are, despite their best intentions, still scrolling. The platforms that profit from outrage have no incentive to reduce the content that provokes it, and many brands’ budgets will continue to favour the prompt over the photographer.

A third possibility is that people start turning away from mainstream platforms altogether. Trust is the cornerstone of social media. People scroll because they half-believe that what they see has some connection to reality. Once that belief erodes, the contract breaks. We may be approaching a point where AI slop drives users not simply towards anger, but towards smaller, human-moderated online communities, or away from screens entirely.

The fourth scenario may be the most unsettling of all. Researchers are asking not just whether people can tell real content from AI-generated content, but whether they will bother trying. Alessandro Galeazzi of the University of Padova warns that AI slop increases the “brain rot” effect: the gradual erosion of attention and critical thinking caused by constant exposure to low-quality content. In this scenario, nobody leaves, nobody fights back, and nobody particularly notices. The feed becomes background noise: occasionally stimulating, and entirely disconnected from anything that could be called reality.

CKey words from context

Based on the context of the article, can you match the words in the box to the definitions listed below? Then add the word into the example sentence. You may need to change the form of the word to fit the meaning of the sentence.

  1. A general feeling or opinion that a group of people share about something

    “Customer towards the brand has improved since the relaunch.”
    “Before we raise prices, let’s check market in our key regions.”

  2. To gradually weaken or destroy something, such as trust or confidence

    “If we keep missing deadlines, it will the client’s trust in us.”
    “Our margins have been by rising energy costs.”

  3. To be unwilling to make the effort to do something (informal)

    “If customers to fill in a ten-page form, we need a shorter one.”
    “Honestly, some of our suppliers just to reply to emails on time.”

  4. To do better or achieve more than someone or something else

    “The new campaign last year’s by almost 20%.”
    “We expect the Polish market to the Czech one next quarter.”

  5. A strong negative reaction from a large number of people against a decision or change

    “If we remove the free plan, we should be ready for a from our users.”
    “The price increase caused a huge on social media.”

  6. To notice something, especially something that is not obvious or not said directly

    “Did anyone the client’s hesitation when we mentioned the budget?”
    “Our competitors were quick to the trend.”

  7. Very great or intense; having a deep and serious effect

    “The merger will have a impact on how our teams work together.”
    “AI is bringing changes to our industry.”

  8. To do something in the cheapest or easiest way, often by lowering quality or ignoring rules

    “We can’t afford to on safety testing.”
    “The client felt we had to meet the deadline.”

  9. To be the most important part of something, on which everything else depends

    “Customer service has always been our strategy.”
    “Data security should be every product we launch.”

  10. To make someone lose interest in something or not want to do it

    “Complicated pricing tends to new customers.”
    “The launch delay has several potential investors.”

  11. A strong feeling of anger and shock, often shared by many people

    “The decision to close the factory caused public .”
    “The story has generated a lot of online, so we need a clear statement today.”

  12. To seem wrong or not quite right, often in a way that is hard to explain

    “Something about this deal – let’s check the figures again.”
    “The numbers were fine, but the whole presentation to the board.”

DComprehension

Can you answer the questions below about the text? Then compare your answer with the model answer.

  1. Why did H&M’s “digital twins” announcement cause a backlash, even though the images looked professional?

    Show model answer

    Critics saw that the photographer, the lighting crew and the location could be replaced by a prompt. Many people felt H&M was cutting corners, and it seemed contradictory for a brand in an industry built on human creativity to use models who were never in the room.

  2. According to the article, what is driving consumers away from AI-generated ads now, compared with early AI campaigns?

    Show model answer

    Early campaigns put people off with obvious mistakes, such as broken images and strange hands. Now it is a general feeling that something is not right: that the brand doesn’t care enough to make an effort. If a brand can’t be bothered to advertise properly, consumers ask why they should buy from it.

  3. What does the research on images labelled “human-created” or “AI-created” tell us about how people value creative work?

    Show model answer

    People rate identical images as more beautiful, meaningful and profound when they believe a human made them. This shows that we value the intention, effort and human experience we think sit behind a piece of work, not just the result.

  4. Why might anger and outrage actually help AI content to spread?

    Show model answer

    Anger and outrage are among the biggest drivers of engagement. Angry comments often get more attention than the posts themselves, and that engagement pushes the content further up the algorithm. Platforms profit from outrage, so they have no reason to reduce it.

  5. In the first scenario, “human-made” becomes a label that “commands a much higher price”. What does “command” mean here? Can you think of a product or service in your industry that commands a higher price, and why?

    Show model answer

    Here, “command” means to be able to get or deserve something because of its quality or reputation, so a product that commands a higher price can be sold for more. For example: “Our premium consulting packages command a higher price because clients get direct access to senior partners.”

  6. Which of the four scenarios do you think is most likely? What would it mean for your company or industry?

    Show model answer

    There is no single correct answer. For example: “I think the second scenario is the most likely, because platforms and brands both benefit from cheap content and high engagement. For our company, it means we can’t rely on the market to reward quality automatically. We need to show customers clearly where real people and real expertise are involved.”

EKey words in a new context

Below you can find a text. Can you fill in the gaps in the paragraph with the words and phrases from the box below? You may need to change the form of the word.

Word box

  • profound
  • pick up on
  • backlash
  • erode
  • outperform
  • the cornerstone of
  • sentiment
  • put off
  • cut corners
  • outrage
  • feel off
  • can’t be bothered

Reviewing our AI content policy

Last quarter, we tested AI-generated visuals in our social media ads. On paper, the results looked good: the AI ads our usual campaigns in clicks and cost far less to produce. However, our research team soon a problem. The comments under the posts suggested that customer was turning negative. Several long-standing clients told us the ads , and a few even asked whether we had on quality.

We need to take this seriously. One viral post is enough to trigger a , and online spreads faster than any statement we can publish. More importantly, if customers start to think we to create our own content, it will slowly the trust we have built over twenty years. That trust has always been our brand.

The proposal is not to stop using AI altogether, but to keep it away from anything customer-facing. The savings are real, but so is the risk: if fake-looking images even a small share of our customers, the effect on long-term revenue could be .

Glossary

Key words from the article.

  • backlasha strong negative reaction from a large number of people against a decision or change
  • to cut cornersto do something in the cheapest or easiest way, often by lowering quality or ignoring rules
  • to put someone offto make someone lose interest in something or not want to do it
  • to feel offto seem wrong or not quite right, often in a way that is hard to explain
  • can’t be bothered (to do something)to be unwilling to make the effort to do something (informal)
  • profoundvery great or intense; having a deep and serious effect
  • to pick up on (something)to notice something, especially something that is not obvious or not said directly
  • sentimenta general feeling or opinion that a group of people share about something
  • to outperformto do better or achieve more than someone or something else
  • outragea strong feeling of anger and shock, often shared by many people
  • to be the cornerstone of (something)to be the most important part of something, on which everything else depends
  • to erodeto gradually weaken or destroy something, such as trust or confidence (noun: erosion)

Knowing the word is step one. Using it under pressure is step two.

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