23 Oct 2026SpainPangram AI-text detector
El País checked the winning novel of the first Almadía Ventosa-Arrufat short-novel prize (20,000 euros; the rules banned generative AI) with the Pangram AI-text detector, which scored 99% of the roughly 26,000-word text as AI-generated, according to outlets relaying the investigation. El País passed its suspicions to the Mexican publisher Almadía, which on Friday 23 October 2026 announced a detailed review, saying it would not anticipate conclusions, and suspended all activities presenting the book, including a planned tour in Madrid, Barcelona, Seville and Cádiz. The publisher said the Peruvian author had declared in his contract and personally that he did not use AI, and that neither the jury nor its editors had seen signs of AI use. In a statement on Instagram reported by La Nación on 29 October 2026, the author said he conceived, wrote and revised the novel without generative AI tools and was gathering earlier manuscript versions, his notebook and research materials to give to the publisher for its review. Writers objected that a detector score is not conclusive proof of authorship. Whether AI was used is unestablished.
Contextual tracker case Low reported severity Investigation Opened
AI involvement reported · Causal attribution supported · 5 sources, 4 underlying accounts · Added 25/10/2026
11 Oct 2026Event location unknownPangram AI-text detector
A week after a Zimbabwean writer won the £10,000 2026 Caine Prize for African Writing, The Atlantic published an article on Sunday 11 October 2026 whose central evidence was a scan by Pangram, an AI-text detection tool, flagging almost the entire winning story as AI-generated. The Caine Prize said it had begun a review: according to its chair, the author would send documentation of his drafts and the prize was talking to the judges and to the magazine that first published the story. The chair told the BBC that The Atlantic had published before a full investigation, tainting the prize and the winner, and said a detector should not be the final arbiter. The author denied using AI and said he had a documented history of the story's development; his literary agency said it was confident the story was his own work. No finding has been announced.
Contextual tracker case Low reported severity Investigation Opened
AI involvement reported · Causal attribution supported · 2 sources · Added 14/10/2026
Event date unknownEvent location unknownPangram AI-text detector (reported)
In a post to r/TrueOffMyChest on 11 October 2026, a writer who had posted fan fiction on Archive of Our Own (AO3) since 2023 says a reader accused them of using AI and said that Pangram, an AI-text detector, had rated their work 100% AI. The writer says they have never used AI. They say they then ran Pangram themselves on something written on the spot and on texts from their high-school years in the 2010s, and each came back 100% AI. They say they deleted all their works and their AO3 account rather than face further accusations, and that they feel sad and can never repost the works. In a reply the writer says the accuser was a regular reader who had commented for years. The account is uncorroborated: the accusation, the Pangram results and the deleted works were not published.
Contextual tracker case Low reported severity
AI involvement reported · Causal attribution alleged · 1 source · Added 12/10/2026
19 Mar 2026United States, United KingdomPangram AI-text detector
On 19 March 2026 Hachette Book Group said it had cancelled the US publication of the horror novel Shy Girl by Mia Ballard (Orbit imprint) and would not continue the UK edition (Wildfire imprint, first released in November 2025). Reports say the decision followed an investigation by Hachette and came a day after the New York Times asked the publisher about online allegations that the text was largely AI-generated. The allegations came from readers on Goodreads, Reddit and YouTube and from AI-detector results, including a 78.4 percent AI-generated score on the Pangram detector that a publishing consultant says two other services confirmed. Ballard denied personally using AI in emails to the New York Times and the Wall Street Journal, and told the New York Times that an acquaintance hired to edit the original self-published version used AI. Ballard wrote that "my name is ruined" and "my mental health is at an all time low", and said legal action was being pursued. Hachette’s public statements cite its commitment to original creative expression. The sources inspected do not report what its investigation found. Whether AI generated any of the text, and who used it, is unresolved.
Contextual tracker case Medium reported severity
AI involvement disputed · Causal attribution disputed · 9 sources, 4 underlying accounts · Added 29/09/2026
21 Sept 2026 to 25 Sept 2026FrancePangram AI-text detector
On 21 September 2026 an anonymous X account, Balance ton Claude, said it had run excerpts of Thélyson Orélien's debut novel C'était ça ou mourir through the American AI-detection software Pangram, with some passages scoring up to 100 per cent probability of AI generation. On 25 September the Académie Goncourt removed the novel from the first selection of sixteen books for its 2026 prize, stating that the work is 'in all likelihood very largely the product of an artificial intelligence', based on 'the convergent result of several analyses by researchers and journalists', and also citing plagiarism in older texts by the author published in Canada (at least one short story and articles), which do not concern the novel. Orélien, a 38-year-old Canadian-Haitian writer whose novel had won the Fnac novel prize, denies using AI and says its repetitions and certain rhythms reflect his linguistic and cultural world and may be misread by automated tools. His Montreal publisher Boréal suspended promotional activities, saying it could neither confirm nor refute the allegations. Essayist Samuel Fitoussi said he was one of the people behind the account. AI-detector reliability is contested in the coverage. In October the author acknowledged plagiarism in some of his earlier work while maintaining that no sentence of the novel was generated by a machine. On 17 October 2026 The Canadian Press, published by CBC, reported that Boréal confirmed he had ended an effort to compile evidence of how the novel was written; Boréal said at that point it would keep selling the book, that sales had slowed since the controversy began, and that it could not verify how the novel was written before it received the manuscript on 12 September 2025. A major Quebec bookstore chain reported no significant change in sales. On 21 October 2026 Boréal announced that it was ending its professional relationship with him and would not reprint the novel or publish any further books by him. It said an external analysis it commissioned of all working versions of the novel revealed traces of AI markers in the metadata of certain documents, and that it does not know to what extent AI was used. In a statement the previous week Orélien had said he used AI tools 'here and there' for research but that the text, structure and plot were his own.
Contextual tracker case Medium reported severity Internal Action
AI involvement reported · Causal attribution disputed · 7 sources, 3 underlying accounts · Added 28/09/2026