Algorithmic Colonialism

AI, Language Misrepresentation, and Democracy in Africa

Authors

DOI:

https://doi.org/10.22151/politikon.61.CON4

Keywords:

Artificial Intelligence and Democracy, Epistemic Sovereignty, Digital Dependence, Algorithmic Colonialism, Sovereign AI Infrastructure

Abstract

AI is reshaping governance in Kenya, not only through bias and misinformation but through a deeper process of algorithmic colonialism, where external technologies distort African languages and political realities. Due to limited linguistic coverage and foreign dominance in digital infrastructure, AI systems undermine epistemic access and democratic participation. This paper argues for a Pan-African AI Sovereignty Agency to build sovereign AI hubs, cultural data libraries, and public foundation models, enabling the continent to reclaim algorithmic sovereignty and ensure epistemic autonomy.

Author Biography

Meriam Hssaini, Cadi Ayyad University

Meriam Hssaini is a second-year Master’s student in Political Science, specializing in Global Governance and Public Policy at Cadi Ayyad University in Morocco. She serves as a Research Associate in hegemonic think tanks dedicated to advancing research in African studies, international governance, and policy analysis. She is also a member of IAPSS in both the Comparative Politics and Global Politics SRCs, and an analyst with the “Crisis Observatory” think tank.

References

Alhanai, Tuka, Adam Kasumovic, Mohammad M. Ghassemi, Aven Zitzelberger, Jessica M. Lundin, and Guillaume Chabot-Couture. 2025. “Bridging the Gap: Enhancing LLM Performance for Low-Resource African Languages with New Benchmarks, Fine-Tuning, and Cultural Adjustments.” Proceedings of the AAAI Conference on Artificial Intelligence 39 (27): 27802–12. https://doi.org/10.1609/aaai.v39i27.34996.

Azeez, Abiola Joseph, and Tosin Adeate. 2024. “Trust Norms for Generative AI Data Gathering in the African Context.” Data & Policy 6 (January): e71. https://doi.org/10.1017/dap.2024.67.

Birhane, Abeba. 2020. “Algorithmic Colonization of Africa.” SCRIPT-Ed 17 (2): 389–409. https://doi.org/10.2966/scrip.170220.389.

Coleman, Danielle. 2019. “Digital Colonialism: The 21st Century Scramble for Africa through the Extraction and Control of User Data and the Limitations of Data Protection Laws.” Michigan Journal of Race & Law, no. 24.2: 417. https://doi.org/10.36643/mjrl.24.2.digital.

European Commission. 2024 “Commission Establishes AI Office to Strengthen EU Leadership in Safe and Trustworthy Artificial Intelligence.” Press release, May 29, 2024. https://digital-strategy.ec.europa.eu/en/news/commission-establishes-ai-office-strengthen-eu-leadership-safe-and-trustworthy-artificial.

Data Center Map. 2025. “Africa Data Centers.” https://www.datacentermap.com/africa/.

Khoboko, Pitso Walter, Vukosi Marivate, and Joseph Sefara. 2025. “Optimizing Translation for Low-Resource Languages: Efficient Fine-Tuning with Custom Prompt Engineering in Large Language Models.” Machine Learning with Applications 20 (June): 100649. https://doi.org/10.1016/j.mlwa.2025.100649.

Menon, Sunita. 2023. “Postcolonial Differentials in Algorithmic Bias: Challenging Digital Neo-Colonialism in Africa.” SCRIPTed: A Journal of Law, Technology & Society Volume 17, Issue 2, August 2020. https://doi.org/10.2218/scrip.20.2.2023.8980.

UNESCO. 2025. “UNESCO and the Promotion of Languages in Africa: Cultural Diversity.” UNESCO. https://www.unesco.org/en/articles/unesco-and-promotion-languages-africa-cultural-diversity-and-multilingualism.

Warganegara, Muhd Rafli Ramadhan. 2024. “Shifting from ‘AI Solutions’ to ‘AI Coloniality’: Resignification of Artificial Intelligence and Digital Apartheid.” Global South Review 6 (1): 7–18. https://doi.org/10.22146/globalsouth.94333.

Published

2025-12-04

How to Cite

Hssaini, Meriam. 2025. “Algorithmic Colonialism: AI, Language Misrepresentation, and Democracy in Africa”. Politikon: The IAPSS Journal of Political Science 26 (2). Online:81-83. https://doi.org/10.22151/politikon.61.CON4.

Issue

Section

Conversations