How AI is changing language
theguardian.com – Sunday July 5, 2026

As allegations of LLM use rock the literary and media worlds, linguists explain what really distinguishes human and machine writing, while novelists including Jennifer Egan and Jeanette Winterson reflect on the future of fiction in an age of ChatGPT
Three paragraphs, from three different hotel reviews. Can you tell which, if any, were AI‑generated?
“The hotel is in a great location for everything. Lots of places to eat and drink. The hotel itself is always abuzz. The tavern located on the ground floor is definitely a must. Food, service, prices and atmosphere were great.”
“A good hotel, though the room had the proportions of a well-appointed lift. Slept well, shower was excellent, staff were friendly. Breakfast was busy but competent. Would return, though probably not with a very large suitcase.”
“Excellent base for a London trip. The room was quiet, the bed comfortable, and everything worked exactly as it should. Staff were helpful without hovering. A smooth, unfussy stay from start to finish.”
How do you reckon you did? Most people, says Claire Hardaker, a professor of forensic linguistics at the University of Lancaster, get this kind of judgment right only about 60% of the time. Her online test, Bot or Not, asks users to identify the fakes in a series of 15 reviews. The middling success rate might come as a surprise to those convinced they can spot AI writing at 50 paces. When doubts were raised in May about the authenticity of a prizewinning short story by Jamir Nazir, social media users were lightning-quick in their condemnation. “If you know, you know,” commented one. Nazir later told The Atlantic that he didn’t use AI.
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