Parallel Empires of Knowledge AI and the Fracturing of Global Science

Márton Demeter, Ferenc Petruska, Gergő Háló, Erik Palusek
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Human Behavior and Emerging Technologies, 1. Online: https://doi.org/10.1155/2024/1689353 Bourdieu, P. (2009). Language and Symbolic Power ( J. B. Thompson, Ed.; G. Raymond & M. Adamson, Trans.). Polity Press. Bourdieu, P. (with Wacquant, L.) (1998). The State Nobility. Elite Schools in the Field of Power. Stanford University Press. Box, G. E. P. & Jenkins, G. M. (1976). Time Series Analysis. Forecasting and Control. Holden-Day. Brainard, J. (2024). Open for Business: Authors Are Increasingly Paying to Publish Their Papers Open Access. But Is It Fair or Sustainable? Science, 385(6708), 486–489. Online: https://doi.org/10.1126/science.ads1013 Burnham, J. F. (2006). Scopus Database: A Review. Biomedical Digital Libraries, 3. Online: https://doi.org/10.1186/1742-5581-3-1 Chen, Y. (2025). The Accuracy and Biases of AI-Based Internet Censorship in China. Journal of Research in Social Science and Humanities, 4(2), 27–36. Online: https://doi.org/10.56397/JRSSH.2025.02.05 Chinese Academy of Sciences & Cyberspace Administration of China (2025). Measures for the Labeling of AI-generated and Synthesized Content [方案]. Ministry of Science and Technology. Cicero, T. (2025). Forecasting the Scientific Production Volumes of G7 and BRICS Countries in a Comparative Analysis. Publications, 13(1). Online: https://doi.org/10.3390/publications13010006 De Sousa Santos, B. (2016). Epistemologies of the South. Justice against Epistemicide. Routledge. Demeter, M. (2019). The World-Systemic Dynamics of Knowledge Production: The Distribution of Transnational Academic Capital in the Social Sciences. Journal of World-Systems Research, 25(1). Online: https://doi.org/10.5195/jwsr.2019.887 Demeter, M. (2020). Academic Knowledge Production and the Global South. Questioning Inequality and Under-representation. Springer. Online: https://doi.org/10.1007/978-3-030-52701-3 Demeter, M. & Goyanes M. (2021). A World-Systemic Analysis of Knowledge Production in International Communication and Media Studies: The Epistemic Hierarchy of Research Approaches. The Journal of International Communication, 27(1), 38–58. Online: https://doi.org/10.1080/13216597.2020.1817121 Demeter, M., Goyanes, M., Navarro, F., Mihalik, J. & Mellado, C. (2022). Rethinking De-Westernization in Communication Studies: The Ibero-American Movement in International Publishing. International Journal of Communication, 16. Demeter, M. & Istratii, R. (2020). Scrutinising what Open Access Journals Mean for Global Inequalities. Publishing Research Quarterly, 36(4), 505–522. Online: https://doi.org/10.1007/s12109-020-09771-9 Demeter, M., Jele, A. & Major, Z. B. (2021). The International Development of Open Access Publishing: A Comparative Empirical Analysis over Seven World Regions and Nine Academic Disciplines. Publishing Research Quarterly, 37(3), 364–383. Online: https://doi.org/10.1007/s12109-021-09814-9 Fehér, K. & Demeter, M. (2025). Generative Knowledge Production Pipeline Driven by Academic Influencers. arXiv. Online: https://doi.org/10.48550/arXiv.2505.24681 Filetti, S., Fenza, G. & Gallo, A. (2024). Research Design and Writing of Scholarly Articles: New Artificial Intelligence Tools Available for Researchers. Endocrine, 85(3), 1104–1116. Online: https://doi.org/10.1007/s12020-024-03977-z Galtung, J. (1971). A Structural Theory of Imperialism. Journal of Peace Research, 8(2), 81–117. Galtung, J. (1980). ‘A Structural Theory of Imperialism’ – Ten Years Later. Millennium, 9(3), 181–196. Online: https://doi.org/10.1177/03058298800090030201 Gao, Y., Wu, H., Shu, R., Dong, H., Xu, F., Chen, R. R., Yan, Y., Wen, Q., Hu, X., Wang, K., Wu, J., Li, Q., Xiong, H. & Huang, X. (2025). OneForecast: A Universal Framework for Global and Regional Weather Forecasting. arXiv. Online: https://arxiv.org/abs/2502.00338v2 Gerhards, J., Silke, H. & Carlson, S. (2017). Social Class and Transnational Human Capital. How Middle and Upper Class Parents Prepare Their Children for Globalization. Routledge − CRC Press. Online: https://doi.org/10.4324/9781315313733 Global Times (2023, December 24). Four Chinese Generative AI Models Pass Official Assessment, Establishing Compliance Directory for Industry. Global Times. Global Times. Online: https://www.globaltimes.cn/page/202312/1304207.shtml?utm_source=chatgpt.com Greussing, E., Guenther, L., Baram-Tsabari, A., Dabran-Zivan, S., Jonas, E., Klein-Avraham, I., Taddicken, M., Agergaard, T., Beets, B., Brossard, D., Chakraborty, A., Fage-Butler, A., Huang, C.-J., Kankaria, S., Lo, Y.-Y., Middleton, L., Nielsen, K. H., Riedlinger, M. & Song, H. (2025). Exploring Temporal and Cross-National Patterns: The Use of Generative AI in Science-Related Information Retrieval across Seven Countries. Journal of Science Communication, 24(2). Online: https://doi.org/10.22323/2.24020205 Gupta, T. & Pruthi, D. (2025). All That Glitters is Not Novel: Plagiarism in AI Generated Research. arXiv. Online: https://doi.org/10.48550/arXiv.2502.16487 He, L. (2023, July 14). China Takes Major Step in Regulating Generative AI Services Like ChatGPT. CNN Business. Online: https://edition.cnn.com/2023/07/14/tech/china-ai-regulation-intl-hnk Henke, J. (2025). The New Normal: The increasing Adoption of Generative AI in University Communication. Journal of Science Communication, 24(2). Online: https://doi.org/10.22323/2.24020207 Heuritsch, J. (2024). Towards a Democratic University: A Call for Reflexive Evaluation and a Participative Culture. arXiv. Online: https://doi.org/10.48550/arXiv.2112.08963 Hwang, S. I., Lim, J. S., Lee, R. W., Matsui, Y., Iguchi, T., Hiraki, T. & Ahn, H. (2023). Is ChatGPT a “Fire of Prometheus” for Non-Native English-Speaking Researchers in Academic Writing? Korean Journal of Radiology, 24(10), 952−959. Online: https://doi.org/10.3348/kjr.2023.0773 Jahn, N. (2025). How Open Are Hybrid Journals Included in Transformative Agreements? Quantitative Science Studies, 6, 242–262. Online: https://doi.org/10.1162/qss_a_00348 Kaiwei, Z. & Wenxing, Z. (2024, December 2). Generative AI Product User Base in China Reaches 230 mln. People’s Daily Online. Online: https://en.people.cn/n3/2024/1202/c90000-20248924.html?utm_source=chatgpt.com Lauer, K., Gladun, E. & Laudani, P. (2025, March 18). Springer Nature Forecasts 2025 Revenue Boost Amid Open Access Growth. Reuters. Online: https://www.reuters.com/markets/europe/springer-nature-forecasts-2025-revenue-boost-amid-open-access-gro+wth-2025-03-18/ Lee, J., Le, T., Chen, J. & Lee, D. (2023). Do Language Models Plagiarize? Proceedings of the ACM Web Conference 2023, (pp. 3637–3647). Online: https://doi.org/10.1145/3543507.3583199 Li, M., Xie, Q., Enkhtur, A., Meng, S., Chen, L., Yamamoto, B. A., Cheng, F. & Murakami, M. (2025). A Framework for Developing University Policies on Generative AI Governance: A Cross-national Comparative Study. arXiv. Online: https://arxiv.org/abs/2504.02636v1 Liao, Z. & Zhang, C. (2024). Generative AI Makes for Better Scientific Writing − But Beware the Pitfalls. Nature, 631(8021), 505–505. Online: https://doi.org/10.1038/d41586-024-02319-3 Liu, J. (2020). China’s Data Localization. Chinese Journal of Communication, 13(1), 84–103. Online: https://doi.org/10.1080/17544750.2019.1649289 Lund, B. D. & Naheem, K. T. (2024). Can ChatGPT Be an Author? A Study of Artificial Intelligence Authorship Policies in Top Academic Journals. Learned Publishing, 37(1), 13–21. Online: https://doi.org/10.1002/leap.1582 Lund, B., Lamba, M. & Oh, S. H. (2024). The Impact of AI on Academic Research and Publishing. arXiv. Online: https://doi.org/10.48550/arXiv.2406.06009 McMorrow, R. & Hu, T. (2024, July 17). China Deploys Censors to Create Socialist AI. Financial Times. Online: https://www.ft.com/content/10975044-f194-4513-857b-e17491d2a9e9 Mollema, W. J. T. (2024). Decolonial AI as Disenclosure. Open Journal of Social Sciences, 12(2), 574−603. Online: https://doi.org/10.4236/jss.2024.122032 Moran, R. (2024, July 19). 49 Facts for 49 Decades. Cambridge University Press & Assessment. Online: https://www.cambridge.org/news-and-insights/49-facts-for-49-decades Mwambari, D., Ali, F. A. & Barak, C. (2022). The Impact of Open Access on Knowledge Production, Consumption and Dissemination in Kenya’s Higher Education System. Third World Quarterly, 43(6), 1408–1424. Online: https://doi.org/10.1080/01436597.2022.2056010 OECD (2024). Fostering an Inclusive Digital Transformation as AI Spreads among Firms. OECD Policy Briefs, 8. Online: https://doi.org/10.1787/5876200c-en Oladokun, B. D., Enakrire, R. T., Emmanuel, A. K., Ajani, Y. A. & Adetayo, A. J. (2025). Hallucitation in Scientific Writing: Exploring Evidence from ChatGPT Versions 3.5 and 4o in Responses to Selected Questions in Librarianship. Journal of Web Librarianship, 19(1), 62–92. Online: https://doi.org/10.1080/19322909.2025.2482093 Pooley, J. (2020, February 21). Read-and-Publish Open Access Deals Are Heightening Global Inequalities in Access to Publication. Impact of Social Sciences. LSE Impact Blog. Online: https://blogs.lse.ac.uk/impactofsocialsciences/2020/02/21/read-and-publish-open-access-deals-are-heightening-global-inequalitiesin-access-to-publication/ Qu, Y. & Wang, J. (2024). Performance and Biases of Large Language Models in Public Opinion Simulation. Humanities and Social Sciences Communications, 11(1), 1–13. Online: https://doi.org/10.1057/s41599-024-03609-x Salesforce (2025). Top Generative AI Statistics for 2025. Salesforce. Online: https://www.salesforce.com/news/stories/generative-ai-statistics/ Silver, A. (2025, April 25). China’s Data Protection Rules Prompt Pause from Major European Research Funders. Reuters. Online: https://www.reuters.com/sustainability/society-equity/chinas-data-protectionrules-prompt-pause-major-european-research-funders-2025-04-25/ Silverman, J. A., Ali, S. A., Rybak, A., van Goudoever, J. B., Leleiko, N. S. & JPGN Editorial Board. (2023). Generative AI: Potential and Pitfalls in Academic Publishing. Journal of Pediatric Gastroenterology and Nutrition, 77(5), 573–574. Online: https://doi.org/10.1097/MPG.0000000000003931 Singla, A. & Sukharevsky, A. (2024). The State of AI in Early 2024. McKinsey Global Survey. Online: https://www.mckinsey.com/capabilities/quantumblack/our-insights/the-state-of-ai-2024?utm_source=chatgpt.com Smith, A. C., Merz, L., Borden, J. B., Gulick, C. K., Kshirsagar, A. R. & Bruna, E. M. (2021). Assessing the Effect of Article Processing Charges on the Geographic Diversity of Authors Using Elsevier’s “Mirror Journal” System. Quantitative Science Studies, 2(4), 1123–1143. Online: https://doi.org/10.1162/qss_a_00157 STM (2024). Uptake of Open Access. STM Association. Online: https://stm-assoc.org/oa-dashboard/oadashboard-2024/uptake-of-open-access/ Stokel-Walker, C. (2024, July 1). AI Chatbots Have Thoroughly Infiltrated Scientific Publishing. Scientific American. Online: https://www.scientificamerican.com/article/chatbots-have-thoroughly-infiltratedscientific-publishing/ Thomas, S. P. (2023). Grappling with the Implications of ChatGPT for Researchers, Clinicians, and Educators. Issues in Mental Health Nursing, 44(3), 141–142. Online: https://doi.org/10.1080/01612840.2023.2180982 Thorp, H. H. (2023). ChatGPT Is Fun, but Not an Author. Science, 379(6630), 313–313. Online: https://doi.org/10.1126/science.adg7879 Van Dis, E. A. M., Bollen, J., Zuidema, W., van Rooij, R. & Bockting, C. L. (2023). ChatGPT: Five Priorities for Research. Nature, 614(7947), 224–226. Online: https://doi.org/10.1038/d41586-023-00288-7 Visser, M., van Eck, N. J. & Waltman, L. (2020, May 21). Large-scale Comparison of Bibliographic Data Sources: Scopus, Web of Science, Dimensions, Crossref, and Microsoft Academic. arXiv. Online: https://doi.org/10.48550/arXiv.2005.10732 Wallerstein, I. (1990). Culture as the Ideological Battleground of the Modern World-System. Theory, Culture & Society, 7(2–3), 31–55. Online: https://doi.org/10.1177/026327690007002003 Wallerstein, I. (2004). World-Systems Analysis. An Introduction. Duke University Press. Online: https://doi.org/10.2307/j.ctv11smzx1 Wang, S. P. R. & Yu, A. (2025, June 11). Introduction to the Measures for the Labeling of AI-Generated and Synthesized Content and Review of Industry Practices. Lexology. Online: https://www.lexology.com/library/detail.aspx?g=2f09c52e-cc40-4769-b762-b42a5e0b2c92 Webb, M. (2025, May 28). Generative AI Adoption Nearly Universal, Challenges Persist. Consulting Magazine. Online: https://www.consultingmag.com/2025/05/28/survey-generative-ai-adoption-nearlyuniversal-challenges-persist/ White & Case LLP (2025, May 29). AI Watch: Global Regulatory Tracker – China. White & Case LLP. Online: https://www.whitecase.com/insight-our-thinking/ai-watch-global-regulatory-tracker-china Wu, H. & Zha, Q. (2018). A New Typology for Analyzing the Direction of Movement in Higher Education Internationalization. Journal of Studies in International Education, 22(3), 259–277. Online: https://doi.org/10.1177/1028315318762582 Yang, J., Cheng, W. X., Zhang, P., Wu, G., Sheng, S. T., Yang, J., Zhao, S., Hu, Q., Ji, W. & Shi, Q. (2025). Conformational Ensembles for Protein Structure Prediction. Scientific Reports, 15(1). Online: https://doi.org/10.1038/s41598-024-84066-z Yin, S., Huang, S., Xue, P., Xu, Z., Lian, Z., Ye, C., Ma, S., Liu, M., Hu, Y., Lu, P. & Li, C. (2025). Generative Artificial Intelligence (GAI) Usage Guidelines for Scholarly Publishing: A Cross-Sectional Study of Medical Journals. BMC Medicine, 23(1). Online: https://doi.org/10.1186/s12916-025-03899-1" ["copyrightYear"]=> int(2025) ["issueId"]=> int(655) ["licenseUrl"]=> string(43) "https://creativecommons.org/licenses/by/4.0" ["pub-id::doi"]=> string(19) "10.17646/KOME.of.32" ["abstract"]=> array(1) { ["en_US"]=> string(1149) "

This study examines shifting patterns in global academic knowledge production through the lens of world-systems theory, focusing on the role of generative artificial intelligence (AI) in reshaping epistemic hierarchies. Drawing on longitudinal bibliometric data (1996–2023), it analyses publication volumes, international collaborations and open access trends across core (U.S., U.K.), semi-peripheral and peripheral regions, with special attention to China’s emergence as a leading scientific producer. The paper highlights a growing divergence in AI infrastructure and access: Western scholars increasingly rely on open tools like ChatGPT, while China’s closed ecosystem is governed by distinct political and epistemic norms. These
developments may entrench parallel scientific systems, exacerbating inequalities in visibility, legitimacy and collaboration. As AI becomes a central driver of research
practices, this paper argues for inclusive, interoperable knowledge infrastructures to avoid deepening global academic fragmentation. The findings offer a critical perspective on the geopolitics of knowledge in the digital age.

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