Fabricated citations: the quiet crisis of AI hallucinations in scientific publishing.

Verify citations in AI-assisted research; fabricated references threaten veterinary evidence integrity.

This article by Fortier LA addresses a critical concern in scientific publishing: the phenomenon of AI-generated hallucinations producing fabricated citations in peer-reviewed literature. The paper examines how artificial intelligence language models, increasingly used in research writing and editing, can inadvertently create false references that appear legitimate but do not exist. This 'quiet crisis' poses significant risks to the veterinary scientific community by undermining the integrity of the literature upon which clinical decision-making and further research depend. The author discusses the mechanisms behind these hallucinations, the difficulty in detecting fabricated citations, and the implications for evidence-based veterinary medicine. The article emphasizes the need for heightened vigilance during peer review processes and calls for clear guidelines regarding AI use in manuscript preparation. Veterinary professionals are urged to critically evaluate citations and be aware that even peer-reviewed publications may contain unreliable references, particularly in an era of increasing AI integration into academic workflows.

This summary was distilled by AI and may occasionally misinterpret data. Confirm critical details with the primary literature before clinical application.