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AI-detection claims against a prize-winning novel reopen debate on literary authenticity
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In brief
Mexican publisher Almadía suspended promotion of "Donde el agua trabaja" by Peruvian author David Silva Rojas after an AI-detection analysis attributed 99% of the award-winning novel to generative artificial intelligence. The contest's rules banned AI use entirely, and the case has become a test of how publishers and prizes can verify authorship before — and after — handing out awards.
What happened
David Silva Rojas, a Peruvian lawyer and writer born in 1981 in Ica, won the first International Short Novel Prize Almadía Ventosa-Arrufat in July 2026 for his manuscript "Donde el agua trabaja." The work was selected from more than 2,200 submissions by a jury made up of writers Cristina Rivera Garza, Selva Almada and Mónica Ojeda, who praised the novel's use of silences and its spare, drip-like sentences, according to El Español.
The prize carries a 20,000-euro award and, according to its published rules cited by El Español, explicitly states that "no partial or total use of artificial intelligence tools for writing works presented to the prize will be admitted under any circumstance."
The AI-detection findings
On 23 October 2026, Spanish newspaper El País published an investigation into 175 Spanish-language literary works, reported on by Infobae and El Español. Using the detection tool Pangram, version 4.1, the analysis concluded that 99% of the roughly 26,000-word novel was produced by an AI model. The same tool flagged 97% of Silva Rojas's written interview answers as AI-generated — while the journalist's own questions tested as entirely human-written — and found 80% likely AI origin in a separate 924-word essay he had published, per Infobae's report.
Pangram's maker claims an extremely low false-positive rate, cited by Perfil as 0.0041%, but the tool's own documentation acknowledges varying performance across genres, languages and writing styles. Perfil noted that such statistical detectors can misfire even on texts written long before generative AI existed, since they flag patterns rather than confirmed provenance.
Publisher and author response
Almadía suspended the novel's promotional tour, cancelling a Madrid presentation that had been scheduled for the Friday after the report, along with planned stops in Barcelona, Seville and Cádiz, according to El Universal.
No tenemos elementos para desconfiar de su palabra.
Almadía said Silva Rojas had signed a declaration affirming he had not used AI tools, and that neither the jury nor the editorial team had suspected AI involvement during their review. The publisher added that detection software offers "valuable information" but is not sufficient on its own to reach conclusions that could damage an author's career, per El Universal.
Silva Rojas did not respond to the journalists behind the original investigation. Almadía said its internal review remains open, with no final conclusion announced as of the most recent reporting.
Not an isolated case
Perfil linked the Silva Rojas case to an earlier 2026 controversy involving Haitian-Canadian author Thélyson Orélien, whose novel "C'était ça ou mourir" became a bestseller of the French literary season (rentrée littéraire). Anonymous posts on X using Pangram analysis prompted France's Goncourt Academy to remove the book from its prize selection. In that case, publisher Boréal reportedly found AI-related metadata tags inside the manuscript's document files — physical evidence beyond a statistical score. Orélien acknowledged using AI tools for historical research but denied that AI had generated his sentences; his publisher said it remained uncertain about how far the AI's role extended, per Perfil.
Why publishers and prizes are under pressure
The two cases expose a gap many literary contests did not anticipate: rules banning AI use existed on paper, but no contest cited in this reporting described a standard verification process — such as draft-history checks or mandatory metadata review — applied before a winner is announced. Pangram-style detectors are statistical estimates, not legal proof, and Perfil's report stressed that treating a classifier's output as a "public verdict" without corroborating evidence would be risky for both authors and institutions.
| Case | Award/context | AI detection claim | Publisher action so far |
|---|---|---|---|
| David Silva Rojas – "Donde el agua trabaja" | Premio Almadía Ventosa-Arrufat, €20,000, July 2026 | Pangram: 99% of ~26,000 words flagged as AI (El País/Infobae) | Almadía suspended Spain tour; internal review open, no verdict yet |
| Thélyson Orélien – "C'était ça ou mourir" | French rentrée littéraire bestseller; Prix Goncourt selection | Pangram flag plus AI metadata found in manuscript files (Boréal) | Removed from Goncourt selection; author admits AI-assisted research, denies AI-written prose |
For publishing houses, the dispute raises practical questions about contracts and submission rules: whether to require manuscript drafts, revision histories or metadata checks before announcing winners, and how to handle a flagged book that has already been printed, marketed or shortlisted. For readers, it raises the separate question of how literary value should be judged if a text's origin cannot be settled with certainty.
Questions
- What novel is at the center of this controversy?
- "Donde el agua trabaja," a short novel by Peruvian author David Silva Rojas, which won the first Premio Almadía Ventosa-Arrufat (20,000 euros) in July 2026, according to El Español and El Universal.
- What evidence suggests the novel was AI-generated?
- An El País investigation, reported by Infobae, used the Pangram detector (version 4.1) and found that 99% of the novel's roughly 26,000 words, plus 97% of the author's interview answers, matched patterns typical of AI-generated text.
- Did David Silva Rojas admit to using AI?
- No. He did not respond to the journalists who conducted the original investigation. Almadía said he had signed a statement denying AI use and that it has no grounds to distrust him while its internal review continues, according to El Universal.
- What did the publisher Almadía do?
- Almadía suspended the novel's promotional tour in Spain, including a scheduled Madrid presentation, and opened an internal review, stating it had no grounds to distrust the author's word but that AI detectors provide information worth investigating further, according to El Universal.
- Is this the first time an AI-detection tool has flagged an award-winning book?
- No. Perfil reported that French-Canadian author Thélyson Orélien faced similar Pangram-based accusations over his bestselling novel "C'était ça ou mourir" earlier in 2026, which led the Prix Goncourt Academy to drop the book from its selection after AI-related metadata was found in manuscript files.
How the world is telling it
- SpanishSpanish-language outlets (El País, El Español, Infobae, El Universal, Perfil) frame the story as a transparency and verification crisis for literary prizes, emphasizing the jury's and publisher's good-faith unawareness, the limits of AI-detection tools, and parallels with the French Orélien case, rather than declaring the author guilty.
Sources
- Infobae — Una novela ganó un premio de 20.000 euros que vetaba la IA, pero un detector señala que el 99% del texto fue escrito con tecnología generativa
- El Universal — Almadía suspende promoción de novela ganadora del premio Ventosa Arrufat por sospecha de uso de IA
- El Español (El Cultural) — El premiado autor peruano David Silva Rojas, acusado por haber usado IA en su novela ganadora
- Perfil — Un detector de IA vuelve a poner bajo sospecha a otro escritor premiado
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