Living guidelines for generative AI — why scientists must oversee its use
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The framework is flexible enough to serve as a blueprint for implementing living guidelines or for formulating templates such as those to be developed by the EU AI Office.
“This means that the framework is flexible enough to serve as a blueprint for the implementation of living guidelines [7] or for the formulation of templates such as those to be developed by the EU AI Office.”
From Rethinking open source generative AI: open washing and the EU AI Act (2024) · cites this paper as [7]
Scientific communities have recommended the adoption of "living" GAI usage guidelines.
“scientific communities have recommended the adoption of “living” GAI usage guidelines”
From Generative artificial intelligence (GAI) usage guidelines for scholarly publishing: a cross-sectional study of medical journals (2025) · cites this paper as [63]
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Cites
Promoting an open research culture
Nosek, B. A., Alter, G., Banks, G. C., Borsboom, D., Bowman, S. D., Breckler, S. J., Buck, S., Chambers, C. D., Chin, G., Christensen, G., et al. (2015) · Science · doi:10.1126/science.aab2374 · Cited by 2,708 · see citing works
ChatGPT: five priorities for research
van Dis, E. A. M., Bollen, J., Zuidema, W., van Rooij, R., & Bockting, C. L. (2023) · Nature · doi:10.1038/d41586-023-00288-7 · Cited by 1,842 · see citing works
Self-citationScope and Impact of Financial Conflicts of Interest in Biomedical Research: A Systematic Review
Bekelman, J. E., Li, Y., & Gross, C. P. (2003) · JAMA · doi:10.1001/jama.289.4.454 · Cited by 1,816 · see citing works
Artificial Intelligence Risk Management Framework (AI RMF 1.0)
Tabassi, E. (2023) · doi:10.6028/nist.ai.100-1 · Cited by 1,136 · see citing works
Samuelson, P. (2023) · Science · doi:10.1126/science.adi0656 · Cited by 240 · see citing works
ChatGPT’s inconsistent moral advice influences users’ judgment
Krügel, S., Ostermaier, A., & Uhl, M. (2023) · Scientific Reports · doi:10.1038/s41598-023-31341-0 · Cited by 183 · see citing works
How AI can distort human beliefs
Kidd, C., & Birhane, A. (2023) · Science · doi:10.1126/science.adi0248 · Cited by 151 · see citing works
Decision makers need constantly updated evidence synthesis
Elliott, J., Lawrence, R. N., Minx, J. C., Oladapo, O. T., Ravaud, P., Jeppesen, B. T., Thomas, J., Turner, T., Vandvik, P. O., & Grimshaw, J. (2021) · Nature · doi:10.1038/d41586-021-03690-1 · Cited by 147 · see citing works
The Volkswagen emissions scandal and its aftermath
Jung, J. C., & Sharon, E. (2019) · Global Business and Organizational Excellence · doi:10.1002/joe.21930 · Cited by 109 · see citing works
AI-enabled image fraud in scientific publications
Gu, J., Wang, X., Li, C., Zhao, J., Fu, W., Liang, G., & Qiu, J. (2022) · Patterns · doi:10.1016/j.patter.2022.100511 · Cited by 103 · see citing works
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Research works printed but not linked: 3
- Lo, B. & Field, M. J. (eds). Conflict of Interest in Medical Research, Education, and Practice (National Academies Press, 2009).
- Gu, J. et al. Patterns 3, 100511 (2022).
- Krügel, S., Ostermaier, A. & Uhl, M. Sci. Rep. 13, 4569 (2023).
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Artificial Intelligence and the Transformation of Higher Education Institutions: A Systems Approach
Katsamakas, E., Pavlov, O. V., & Saklad, R. (2024) · Sustainability · doi:10.3390/su16146118 · Cited by 195 · see citing works
Salinas-Navarro, D. E., Vilalta-Perdomo, E., Michel-Villarreal, R., & Montesinos, L. (2024) · Interactive Technology and Smart Education · doi:10.1108/itse-12-2023-0236 · Cited by 84 · see citing works
Rethinking open source generative AI: open washing and the EU AI Act
Liesenfeld, A., & Dingemanse, M. (2024) · The 2024 ACM Conference on Fairness, Accountability, and Transparency · doi:10.1145/3630106.3659005 · Cited by 67 · see citing works
Autonomous LLM-Driven Research — from Data to Human-Verifiable Research Papers
Ifargan, T., Hafner, L., Kern, M., Alcalay, O., & Kishony, R. (2025) · NEJM AI · doi:10.1056/aioa2400555 · Cited by 34 · see citing works
Casu, M., Guarnera, L., Caponnetto, P., & Battiato, S. (2024) · Forensic Science International: Digital Investigation · doi:10.1016/j.fsidi.2024.301795 · Cited by 30 · see citing works
Yin, S., Huang, S., Xue, P., Xu, Z., Lian, Z., Ye, C., Ma, S., Liu, M., Hu, Y., Lu, P., et al. (2025) · BMC Medicine · doi:10.1186/s12916-025-03899-1 · Cited by 21 · see citing works
- Authors
- Bockting, C. L., van Dis, E. A. M., van Rooij, R., Zuidema, W., & Bollen, J.
- Affiliations
- Amsterdam Public Health (NL)
- University of Amsterdam (NL)
- Indiana University Bloomington (US)
- Corresponding author
- Bockting, Claudi L.
- Venue
- Nature
- Published
- 2023-10-19
- Volume
- 622
- Issue
- 7984
- Pages
- 693-696
- ISSN
- 0028-0836 (ISSN-L)
- 1476-4687
- OpenAlex
- W4387780733
- Cited by
- 82
- References
- 10
- Citations by year
- 2026: 21 · 2025: 28 · 2024: 31 · 2023: 2
- FWCI
- 16.92
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Nature (publishedVersion)
- PubMed (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- UvA-DARE (University of Amsterdam) (submittedVersion)
- Pure Amsterdam UMC (submittedVersion, cc-by)
- Funders
- Nederlandse Organisatie voor Wetenschappelijk Onderzoek (NWA.1292.19.399, 406.18.TW.007)
- Topics
- Social Sciences › Safety Research › Ethics and Social Impacts of AI
- Physical Sciences › Computer Science › Artificial Intelligence › Artificial Intelligence Applications
- Physical Sciences › Computer Science › Artificial Intelligence › Law, AI, and Intellectual Property
- Keywords
- generative AI, human oversight of AI, scientific integrity, public trust in science, AI guidelines
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