Abstract
Artificial intelligence (AI) is rapidly diffusing across African societies, yet most governing frameworks arrive as de-contextualised imports that privilege individual autonomy and post-hoc liability. Drawing on Ubuntu, an indigenous relational philosophy that defines personhood through reciprocal obligation, this paper conducts a systematic review (2018 April 2025) of peer-reviewed and grey scholarship on Ubuntu-centred AI ethics. Thirty three eligible studies are interrogated through a pluralistic lens that couples Ubuntu ethics with relational autonomy theory and socio-technical systems analysis. Nine recurrent themes are identified, including communal data stewardship, collective responsibility, and contextual conceptions of fairness, ecological sustainability and intersectionality. While Ubuntu offers a powerful counter-narrative to data colonialism and responsibility gaps, empirical evidence of its operationalisation remains sparse and uneven. To translate ethos into practice, the article proposes a five-layer governance architecture including (1) Community Data Trusts, (2) Relational Design Praxis, (3) Harm Reconciliation Panels with risk-bond funding, (4) Ecological Stewardship Protocols, and (5) Developer Benefit Realisation. This modular model embeds Ubuntu values across the AI life-cycle while remaining compatible with statutory regimes and technical constraints. The study concludes that Ubuntu-aligned governance can enhance trust, equity and sustainability in African AI deployments, but realisation depends on sustained capacity-building, intersectional safeguards and iterative empirical evaluation.
Keywords
- Arabic
- mubasyarah method
- learning outcome
References
- 1. Amugongo, L.M., Bidwell, N.J. & Corrigan, C.C., 2023. Invigorating Ubuntu Ethics in AI for healthcare: Enabling equitable care. In Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency. Available at: https://doi.org/10.1145/3593013.3594024
- 2. Amugongo, L.M., Bidwell, N.J. and Corrigan, C.C., 2023, June. Invigorating Ubuntu Ethics in AI for healthcare: Enabling equitable care. In Proceedings of the 2023 ACM conference on fairness, accountability, and transparency (pp. 583-592).
- 3. Chagonda, T., 2025. Chatbot Programmes’ ‘Arms Race’: Africa and Artificial Intelligence (AI) Ethics. The Thinker. Available at: https://doi.org/10.36615/qmfegd44
- 4. Chaka, C., Shange, T., Nkhobo, T. & Hlatshwayo, V., 2024. An Environmental Review of the Generative Artificial Intelligence Policies and Guidelines of South African Higher Education Institutions: A Content Analysis. International Journal of Learning, Teaching and Educational Research. Available at: https://doi.org/10.26803/ijlter.23.12.25
- 5. Chen, C., 2017. Science mapping: a systematic review of the literature. Journal of data and information science, 2(2).
- 6. Ferlito, B., Segers, S., De Proost, M. & Mertes, H., 2024. Responsibility Gap(s) Due to the Introduction of AI in Healthcare: An Ubuntu-Inspired Approach. Science and Engineering Ethics, 30. Available at: https://doi.org/10.1007/s11948-024-00501-4
- 7. Frempong, G. and Kadam, R., 2024, June. Harmonizing AI and Human Values: The Ubuntu Approach to Super Alignment in OpenAI’s Initiatives. In International Conference on Human-Computer Interaction (pp. 186-193). Cham: Springer Nature Switzerland.
- 8. Friedman, C., 2023. Ethical concerns with replacing human relations with humanoid robots: an ubuntu perspective. AI and Ethics, 3(2), pp.527-538.
- 9. Goffi, E.R., 2023. Teaching ethics applied to AI from a cultural standpoint: What African “AI Ethics” for Africa?. In AI ethics in higher education: Insights from Africa and beyond (pp. 13-26). Cham: Springer International Publishing.
- 10. Gondwe, G., 2024. Artificial intelligence, journalism, and the Ubuntu robot in sub-Saharan Africa: Towards a normative framework. Digital Journalism, pp.1-19.
- 11. Gupta, S., Rajiah, P., Middlebrooks, E.H., Baruah, D., Carter, B.W., Burton, K.R., Chatterjee, A.R. and Miller, M.M., 2018. Systematic review of the literature: best practices. Academic radiology, 25(11), pp.1481-1490.
- 12. Gwagwa, A., Kazim, E. and Hilliard, A., 2022. The role of the African value of Ubuntu in global AI inclusion discourse: A normative ethics perspective. Patterns, 3(4).
- 13. Jahan, N., Naveed, S., Zeshan, M. and Tahir, M.A., 2016. How to conduct a systematic review: a narrative literature review. Cureus, 8(11).
- 14. Kiemde, S.M.A. and Kora, A.D., 2022. Towards an ethics of AI in Africa: rule of education. AI and Ethics, 2(1), pp.35-40.
- 15. Kohnert, D., 2022. Machine ethics and African identities: Perspectives of artificial intelligence in Africa. Available at SSRN 4163096.
- 16. Kroeze PhD IT, J.H., 2024. Digital Coloniality. An Ubuntu perspective. Scandinavian Journal of Information Systems, 36(2), p.6.
- 17. Kroeze, J.H., 2024. Building Blocks for Ubuntu Information Systems Ethics. UnisaRxiv.
- 18. Langat, S.K., Mwakio, P.M. & Ayuku, D., 2020. How Africa Should Engage Ubuntu Ethics and Artificial Intelligence. Journal of Public Health International. Available at: https://doi.org/10.14302/ISSN.2641-4538.JPHI-20-3427
- 19. Mahamadou, A.J., Ochasi, A. & Altman, R.B., 2024. Data Ethics in the Era of Healthcare Artificial Intelligence in Africa: An Ubuntu Philosophy Perspective. ArXiv. Available at: https://doi.org/10.48550/arXiv.2406.10121
- 20. Mensah, M. & van Wynsberghe, A., 2025. Sustainable AI meets feminist African ethics. AI and Ethics. Available at: https://doi.org/10.1007/s43681-025-00705-9
- 21. Mensah, M. and van Wynsberghe, A., 2025. Sustainable AI meets feminist African ethics. AI and Ethics, pp.1-11.
- 22. Mhlambi, S. & Tiribelli, S., 2023. Decolonizing AI Ethics: Relational Autonomy as a Means to Counter AI Harms. Topoi, 42, pp.867–880. Available at: https://doi.org/10.1007/s11245-022-09874-2
- 23. Mokoena, K., 2024. A holistic ubuntu artificial intelligence ethics approach in South Africa. Verbum et Ecclesia. Available at: https://doi.org/10.4102/ve.v45i1.3100
- 24. Ndasauka, Y., 2024. Harmonising Technology and Humanity Through Ubuntu. In African Mind, Culture, and Technology: Philosophical Perspectives (pp. 129-150). Cham: Springer Nature Switzerland.
- 25. Obasa, A.E., 2024. Large language models through the lens of ubuntu for health research in sub-Saharan Africa. South African Journal of Science, 120(5-6), pp.1-4.
- 26. Odero, B., Nderitu, D. and Samuel, G., 2024. The Ubuntu Way: Ensuring Ethical AI Integration in Health Research. Wellcome Open Research, 9, p.625.
- 27. Okyere-Manu, B., 2023. The place of the African relational and moral theory of Ubuntu in the global artificial intelligence and big data discussion: critical reflections. In Elgar companion to regulating AI and big data in emerging economies (pp. 99-114). Edward Elgar Publishing.
- 28. Park, T.J. and Park, S.P., 2024. Legal and economic perspectives on fair and equitable benefit sharing in the Nagoya Protocol. Conservation Biology, p.e14410.
- 29. Pati, D. and Lorusso, L.N., 2018. How to write a systematic review of the literature. HERD: Health Environments Research & Design Journal, 11(1), pp.15-30.
- 30. Reviglio, U. and Alunge, R., 2020. “I am datafied because we are datafied”: An Ubuntu perspective on (relational) privacy. Philosophy & Technology, 33(4), pp.595-612.
- 31. Ruttkamp-Bloem, E., 2023. Epistemic just and dynamic AI ethics in Africa. In Responsible AI in Africa: Challenges and opportunities (pp. 13-34). Cham: Springer International Publishing.
- 32. Sambala, E.Z., Cooper, S. and Manderson, L., 2020. Ubuntu as a framework for ethical decision making in Africa: Responding to epidemics. Ethics & Behavior, 30(1), pp.1-13.
- 33. Selçuk, A.A., 2019. A guide for systematic reviews: PRISMA. Turkish archives of otorhinolaryngology, 57(1), p.57.
- 34. Van Norren, D. and Verbeek, P.P., 2021, February. The ethics of AI and Ubuntu. In Africa Knows.
- 35. Van Norren, D.E., 2023. The ethics of artificial intelligence, UNESCO and the African Ubuntu perspective. Journal of Information, Communication and Ethics in Society, 21(1), pp.112-128.
- 36. Yilma, K., 2024. African AI Ethics?—The Role of AI Ethics Initiatives in Africa. The Role of AI Ethics Initiatives in Africa (May 01, 2024).
- 37. Yilma, K., 2025. Ethics of AI in Africa: Interrogating the role of Ubuntu and AI governance initiatives. Ethics and Information Technology. Available at: https://doi.org/10.1007/s10676-025-09834-5
- 38. Yilma, K., 2025. Ethics of AI in Africa: Interrogating the role of Ubuntu and AI governance initiatives. Ethics and Information Technology, 27(2), pp.1-14.
- 39. Zamaraeva, J. & Kolesnik, M., 2023. On the issue of cultural (African) specifics of "responsible artificial intelligence". Asia, America and Africa History and Modernity. Available at: https://doi.org/10.31804/2782-540x-2023-2-1-43-75