A peer review whodunnit: was it AI after all?

13 February 2026, Version 1
This content is an early or alternative research output and has not been peer-reviewed by Cambridge University Press at the time of posting.

Abstract

AI generated or assisted peer review is a huge and controversial topic, which strikes at the very heart of scientific endeavour. Publishers suffering from a shortage of willing (unpaid) reviewers and a huge increase in paper productivity driven by AI, may view it as a solution to the problem and are giving their authors a green light to use it in support of their reviewing. There is a danger in that because we know a characteristic of AI is that there are times it just makes it up to please, and, indeed, can be prompted (encouraged) to please. So, as an author, it would be very important to know at the very least, that a review has been generated or assisted by AI and where and what prompts were used to obtain the information. As it stands, most authors might not have a clue as to whether AI has been used and to what an extent and must rely on their own efforts to find out. This is not straightforward, as this personal case study shows, which employs what happens when you use AI to detect AI. It seems that AI detection systems and generative AI models are not as one and equally at risk of drawing wrong conclusions. The lessons to be learnt is that publishers should be vigilant, which they appear not to be and editors must reinforce their role as referees, as we suspect that many AI reviews will be 'demolishers' because of the greater demands made.

Keywords

peer review
artificial intelligence
detection

Comments

Comments are not moderated before they are posted, but they can be removed by the site moderators if they are found to be in contravention of our Commenting and Discussion Policy [opens in a new tab] - please read this policy before you post. Comments should be used for scholarly discussion of the content in question. You can find more information about how to use the commenting feature here [opens in a new tab] .
This site is protected by reCAPTCHA and the Google Privacy Policy [opens in a new tab] and Terms of Service [opens in a new tab] apply.