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Generative AI & Research

Publishing & Generative AI

Generative AI tools raise questions and concerns around authorship, research integrity, and more. At the same time, among other uses, these tools can ease and accelerate the editing process. Scholarly publishers have released policies and guidance for the use of Generative AI, for authors and sometimes for reviewers. As the technology and its use evolve, publishers will review and adapt their policies.

Practical Takeaways for Authors

  • Review the Generative AI policies of potential publication outlets prior to any Generative AI use.
  • Document Generative AI use and err on the side of more documentation than less. 
  • Remember plagiarism, copyright, and attribution concerns during use. 
  • Ensure disclosure of Generative AI use upon submission.
     

A Survey of Publisher Policies

 

Policies for Authors

Publisher policies often contain common elements related to the scope of permitted AI use, authorship, recommendations for responsible AI use, and the duty to disclose AI use. Below is a partial, but not fully representative, survey of these elements across several notable publishing associations, publishers, and journals.

 
  ICMJE COPE STM JAMA Cambridge University Press Science Nature Lancet
Scope of AI Use Any Any Refining, correcting, formatting, and editing texts only Any Any  Any
No generation of images without editorial permission
No generative images Readability and language only 
Authorship and Responsibility Humans Humans Humans Humans Humans Humans Humans Humans
Actions Suggested for Responsible AI Use Review, edit, ensure no plagiarism, appropriate attribution         Review, guard against bias, ensure no plagiarism, appropriate citations   Review, edit
What to Include in Disclosure   Tool name   Tool name, version and extension, manufacturer   Tool name, version    
How to Disclose Describe use Disclose use Disclosure not necessary if use is within permitted categories  Describe generated content that was included AI use must be declared and explained Full prompts Document use Disclose use
Where to Disclose Cover letter and appropriate section of manuscript Materials and Methods (or similar section)   Acknowledgement or Methods   Cover letter, Acknowledgements and Methods) Methods (if unavailable, a suitable part) Statement at the end of the article

Adapted from: Lin, Zhicheng. “Towards an AI Policy Framework in Scholarly Publishing.” Trends in Cognitive Sciences, 2024, https://doi.org/10.1016/j.tics.2023.12.002.

 

Policies for Reviewers

Where publishers have explicit policies for reviewers, they usually forbid any submission of the manuscript to a Generative AI tool. 

A Changing Landscape

As the Generative AI landscape evolves, so will related policies. For example, over the course of 2023, Science released and then significantly revised its Generative AI policy, moving from something more restrictive to something more permissive. The full impact of Generative AI on scholarly publishing lies ahead.