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How AI mimics language uniformity and social bias

AI-powered chatbots like ChatGPT are becoming an integral part of our daily work lives, aiding in tasks such as enhancing creativity. However, this raises a critical question: What happens to our language when these chatbots and machine learning models are designed to reduce complex information into a single, straightforward response?

Linguistic anthropologist Sarah Dreher examines this issue in her discussion of Standard Language—the belief that there is a single, correct way to speak English, with any deviations considered inferior. Drerer suggests that this ideology has influenced the algorithms behind ChatGPT. To demonstrate how the chatbot handles different dialects, she shows that when prompted to draft an essay on the meaning of life, ChatGPT tends to infantilize and marginalize certain accents, such as the Southern American accent, while favoring a more mainstream American accent.

Additionally, in another study, researchers found that while Generative AI enhances individual creativity, it also reduces the collective diversity of novel content.  

As Dreher argues, it’s crucial to recognize that machine learning models are built on human input—and that subjective biases are inherently embedded in their code. With this in mind, it is unsurprising that ChatGPT exhibits a preference for standard language ideology. This is potentially troubling because studying the linguistic output of these chatbots reveals more than just technological behavior—it shows that, alongside replicating grammar and speech patterns, Generative AI also replicates the attitudes and ideologies that shape our language and how we use it – creatively or in our everyday lives.

 

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Mina Baginova

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Kim Pillen

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Before Kim Pillen started as a trend consultant at TrendsActive, she worked for four years as a creative strategist at Dept. For brands such as Philips, bol.com, Beiersdorf, JBL, and the Consumers’ Association, she built (online) campaign, brand, and social media strategies. After four years, she decided that she wanted to better understand people and society in order to advise brands more effectively. That’s how she ended up at TrendsActive. Here, she can do what she loves most: digging into people’s needs and then working with brands to see how and where they can be relevant and meaningful.

Douwe Knijff

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Douwe is fascinated by how people work. With a background in Interdisciplinary Social Sciences (Bachelor) and Psychology (Master) and an analytical mind he tries figure out how societal shifts manifest themselves through social culture and human behaviour.

Aljan De Boer

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Aljan has been widely recognized as an inspiring professional speaker on the critical trends that will shape society in the decades to come. He works as the Head of Inspiration at TrendsActive, a trend consultancy from the Netherlands using social science to human-proof business decision for brands like

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Next to his role at TrendsActive he is the Community Director at the Institute for Real Growth where he inspires and connects a global community of +400 CMOs.  

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Kees Elands

Founder & Strategist

Kees Elands

Founder & Strategist