Disclosure in the era of generative artificial intelligence
Abstract
Generative artificial intelligence (AI) has rapidly become embedded in academic writing, assisting with tasks ranging from language editing to drafting text and producing evidence. Despite the wide range of AI use, the expectations for disclosure remain inconsistent. Several journals use binary disclosure statements that fail to distinguish minor language assistance from uses that have a significant impact on the manuscript structure and data interpretation. This article proposes a risk-proportional approach separating disclosure by risk.
Fields of Study & Subjects
scientometrics and bibliometrics research
Meta-analysis and systematic reviews
Academic integrity and plagiarism
Publication details
- Journal / source
- Frontiers in Digital Health
- Publisher
- Frontiers Media SA
- Volume
- 8
- Pages
- 1826808–1826808
- Publication date
- 23 April 2026
- Language
- EN