Managing LLM risks: A framework for academic publishing. The integration of LLMs brings significant advantages, including greater efficiency and greater accessibility for authors and audiences. However, it also introduces complex ethical challenges, especially regarding the integrity of knowledge production and ensuring fairness for authors, who are at risk of having their findings shared without accreditation. Historically leaders in editorial and technology haven’t been aligned. Integrity has been seen as primarily an editorial concern, while efficiency, cost effectiveness and capability delivery have been the primary concern of the technologist.
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