mlsanityData to 7 Oct 2026

Academic journals' AI policies fail to curb the surge in AI-assisted academic writing

arXiv 2512.06705 ↗First posted 7 Dec 2025cs.AIcited by 12

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Abstract (arXiv)

The rapid integration of generative AI into academic writing has prompted widespread policy responses from journals and publishers. However, the effectiveness of these policies remains unclear. Here, we analyze 5,114 journals and over 5.2 million papers to evaluate the real-world impact of AI usage guidelines. We show that despite 70% of journals adopting AI policies (primarily requiring disclosure), researchers' use of AI writing tools has increased dramatically across disciplines, with no significant difference between journals with or without policies. Non-English-speaking countries, physical sciences, and high-OA journals exhibit the highest growth rates. Crucially, full-text analysis on 164k scientific publications reveals a striking transparency gap: Of the 75k papers published since 2023, only 76 (~0.1%) explicitly disclosed AI use. Our findings suggest that current policies have largely failed to promote transparency or restrain AI adoption. We urge a re-evaluation of ethical frameworks to foster responsible AI integration in science.

Key facts. Cited by 12 papers in the map (data through 7 Oct 2026). Builds on 12 of its 58 references that are in the map. First posted on arXiv 7 Dec 2025.

Builds on

12 of 58 references.

References · 12

  1. 2022Survey of Hallucination in Natural Language Generationcited by 2,056
  2. 2023Can large language models provide useful feedback on research papers? A large-scale empirical analysiscited by 195
  3. 2022OpenAlex: A fully-open index of scholarly works, authors, venues, institutions, and conceptscited by 166
  4. 2024Delving into LLM-assisted writing in biomedical publications through excess vocabularycited by 75
  5. 2024ChatGPT "contamination": estimating the prevalence of LLMs in the scholarly literaturecited by 25
  6. 2024Can ChatGPT evaluate research quality?cited by 17
  7. 2024Delving into the Utilisation of ChatGPT in Scientific Publications in Astronomycited by 7
  8. 2024Rise of Generative Artificial Intelligence in Sciencecited by 5
  9. 2025AI-Assisted Writing Is Growing Fastest Among Less Established Scientists in Non-English-Speaking Countriescited by 4
  10. 2015Field-normalized citation impact indicators and the choice of an appropriate counting methodcited by 2
  11. 2024Undermining Mental Proof: How AI Can Make Cooperation Harder by Making Thinking Easiercited by 2
  12. 2024Artificial Intelligence Tools Expand Scientists' Impact but Contract Science's Focus (Just accepted by Nature, to be online soon)cited by 1

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2026: 12.

12 papers.