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Satyagraha and Ubuntu in the Age of AI: Gandhian and Mandela’s Principles of Non-Violence as a Foundation for Ethical AI and Responsible Digital Governance
Subject area: Science,Engineering and Technology · Area of research: Ethics of Technology
DOI: 10.64388/ire1724865
Abstract
The rapid proliferation of Artificial Intelligence (AI) and digital technologies has raised urgent questions about ethics, accountability, and human dignity in governance frameworks worldwide. While technical and regulatory approaches to AI ethics dominate current discourse, this paper argues that enduring philosophical traditions rooted in non-violence offer an underexplored yet valuable foundation for responsible digital governance. This study undertakes a comparative analysis of Mahatma Gandhi's principle of Satyagraha (truth-force) and Nelson Mandela's philosophy of Ubuntu (shared humanity and interconnectedness), examining how these frameworks of non-violent resistance, reconciliation, and moral restraint can inform contemporary debates on ethical AI and data governance. Gandhi's emphasis on truth, transparency, and non-harm (Ahimsa) resonates with growing demands for algorithmic accountability, explainability, and the prevention of AI-driven harm to individuals and communities. Similarly, Mandela's Ubuntu philosophy—"I am because we are"—offers a relational, community-centered ethic that challenges purely individualistic or profit-driven approaches to data privacy and technological deployment, advocating instead for inclusive, human-centered governance structures. Both leaders' commitment to reconciliation over domination further provides a moral compass for addressing power asymmetries inherent in AI systems, including concerns around surveillance, data colonialism, and unequal access to digital resources between the Global North and Global South. Employing a qualitative, comparative-analytical methodology, this paper draws on primary writings, speeches, and secondary literature on Gandhi and Mandela, mapping their core principles onto contemporary frameworks of ethical AI and responsible digital governance. The study contributes to interdisciplinary scholarship by bridging political philosophy, ethics, and technology governance, proposing a values-based model that complements existing regulatory and technical approaches. It argues that revisiting non-violent leadership traditions can offer policymakers, technologists, and institutions a more humane, accountable, and globally inclusive foundation for navigating the ethical challenges of the AI era.
Keywords
Satyagraha; Ubuntu; non-violence; ethical AI; digital governance; Gandhi; Mandela
References
[1] African Union (2020). Digital Transformation Strategy for Africa (2020–2030). Addis Ababa: African Union Commission.
[2] Ambedkar BR (1945). What Congress and Gandhi Have Done to the Untouchables. Bombay: Thacker.
[3] Bostrom N, Yudkowsky E (2014). The ethics of artificial intelligence. In: K. Frankish & W. M. Ramsey (Eds.), The Cambridge Handbook of Artificial Intelligence. Cambridge University Press. p. 316–334.
[4] European Commission (2024). Regulation (EU) 2024/1689 laying down harmonised rules on artificial intelligence (Artificial Intelligence Act). Official Journal of the European Union.
[5] Floridi L, Cowls J, Beltrametti M, Chatila R, Chazerand P, Dignum V, et al. (2018). AI4People—An ethical framework for a good AI society: Opportunities, risks, principles, and recommendations. Minds and Machines, 28(4), 689–707.
[6] Gandhi MK (1927). An Autobiography, or The Story of My Experiments with Truth. Ahmedabad: Navajivan Publishing House.
[7] Gandhi MK (1938). Hind Swaraj, or Indian Home Rule. Ahmedabad: Navajivan Publishing House.
[8] Gandhi MK (1951). Satyagraha in South Africa (V. G. Desai, Trans.). Ahmedabad: Navajivan Publishing House.
[9] Goffi ER (2022). Respecting cultural diversity in ethics applied to AI: A new approach for multicultural governance. Revista Misión Jurídica, 15(23).
[10] Jobin A, Ienca M, Vayena E (2019). The global landscape of AI ethics guidelines. Nature Machine Intelligence, 1(9), 389–399.
[11] Mandela N (1994). Long Walk to Freedom: The Autobiography of Nelson Mandela. Boston: Little, Brown and Company.
[12] Mantena K (2012). Another realism: The politics of Gandhian nonviolence. American Political Science Review, 106(2), 455–470.
[13] Mhlambi S (2020). From Rationality to Relationality: Ubuntu as an Ethical and Human Rights Framework for Artificial Intelligence Governance (Carr Center Discussion Paper Series 2020-009). Cambridge, MA: Harvard Kennedy School, Carr Center for Human Rights Policy.
[14] Metz T (2011). Ubuntu as a moral theory and human rights in South Africa. African Human Rights Law Journal, 11(2), 532–559.
[15] Metz T (2021). A Relational Moral Theory: African Ethics in and beyond the Continent. Oxford: Oxford University Press.
[16] O'Neil C (2016). Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy. New York: Crown.
[17] Presidential Advisory Committee (2020). Ethical AI in Africa: Ubuntu and context-aware governance. In O. Emeka & A. Ogude (Eds.), Ubuntu and Contemporary Global Issues. Pretoria: African Institute Press.
[18] Truth and Reconciliation Commission of South Africa (1998). Truth and Reconciliation Commission of South Africa Report (Vols. 1–5). Cape Town: TRC.
[19] Tutu D (1999). No Future Without Forgiveness. New York: Doubleday.
[20] UNESCO (2021). Recommendation on the Ethics of Artificial Intelligence. Paris: United Nations Educational, Scientific and Cultural Organization.
[21] Van Norren DE (2021). The ethics of artificial intelligence, UNESCO and the African Ubuntu perspective. Journal of Information, Communication and Ethics in Society, 21(1), 112–128.
[22] Winner L (1980). Do artifacts have politics? Daedalus, 109(1), 121–136.
[23] Zuboff S (2019). The Age of Surveillance Capitalism: The Fight for a Human Future at the New Frontier of Power. New York: PublicAffairs.
How to cite this paper
@article{1724865,
author = {Xoliswa Mazibuko},
title = {Satyagraha and Ubuntu in the Age of AI: Gandhian and Mandela’s Principles of Non-Violence as a Foundation for Ethical AI and Responsible Digital Governance},
journal = {Iconic Research And Engineering Journals},
year = {2026},
volume = {10},
number = {5},
pages = {1467-1475},
issn = {2456-8880},
url = {https://www.irejournals.com/formatedpaper/1724865.pdf},
abstract = {The rapid proliferation of Artificial Intelligence (AI) and digital technologies has raised urgent questions about ethics, accountability, and human dignity in governance frameworks worldwide. While technical and regulatory approaches to AI ethics dominate current discourse, this paper argues that enduring philosophical traditions rooted in non-violence offer an underexplored yet valuable foundation for responsible digital governance. This study undertakes a comparative analysis of Mahatma Gandhi's principle of Satyagraha (truth-force) and Nelson Mandela's philosophy of Ubuntu (shared humanity and interconnectedness), examining how these frameworks of non-violent resistance, reconciliation, and moral restraint can inform contemporary debates on ethical AI and data governance. Gandhi's emphasis on truth, transparency, and non-harm (Ahimsa) resonates with growing demands for algorithmic accountability, explainability, and the prevention of AI-driven harm to individuals and communities. Similarly, Mandela's Ubuntu philosophy—"I am because we are"—offers a relational, community-centered ethic that challenges purely individualistic or profit-driven approaches to data privacy and technological deployment, advocating instead for inclusive, human-centered governance structures. Both leaders' commitment to reconciliation over domination further provides a moral compass for addressing power asymmetries inherent in AI systems, including concerns around surveillance, data colonialism, and unequal access to digital resources between the Global North and Global South. Employing a qualitative, comparative-analytical methodology, this paper draws on primary writings, speeches, and secondary literature on Gandhi and Mandela, mapping their core principles onto contemporary frameworks of ethical AI and responsible digital governance. The study contributes to interdisciplinary scholarship by bridging political philosophy, ethics, and technology governance, proposing a values-based model that complements existing regulatory and technical approaches. It argues that revisiting non-violent leadership traditions can offer policymakers, technologists, and institutions a more humane, accountable, and globally inclusive foundation for navigating the ethical challenges of the AI era.},
keywords = {Satyagraha; Ubuntu; non-violence; ethical AI; digital governance; Gandhi; Mandela},
month = {November},
doi = {https://doi.org/10.64388/ire1724865}
}