A curated list of high-quality resources, research, and experts focused on the field of Artificial Intelligence (AI) ethics from an African perspective. This list includes perspectives from across the continent, with a special focus on Kenya.
High-impact articles and journalism discussing the practical and philosophical implications of AI in an African context.
- AI Ethics in Africa: Balancing Innovation and Rights - An overview of the challenges and opportunities, highlighting the need to anchor AI development in human rights and indigenous wisdom.
- Ethical AI Development in Kenya: The Role of Ethical Data Sourcing and Governance - A critical look at data exploitation, labor, and the need for legal frameworks in Kenya's AI ecosystem.
- What does it mean to decolonise AI? - An article exploring how AI systems can perpetuate colonial-era biases and the movement to build new, more equitable systems.
- The ethics of artificial intelligence, UNESCO and the African Ubuntu perspective - Discusses how the African philosophy of Ubuntu (communalism, "I am because we are") can inform a more relational and humane approach to AI ethics.
Academic papers and reports from institutions and scholars specializing in African AI ethics.
- Ethics of AI in Africa: Interrogating the role of Ubuntu and AI governance initiatives - A scholarly article that critically examines the application of Ubuntu philosophy to emerging AI governance frameworks in Africa.
- Legal and Ethical Implications of Data Privacy in Artificial Intelligence: A Review of Data Privacy Among Learners in Kenyan Secondary Schools - A paper focusing on the specific risks and ethical challenges of AI deployment in Kenya's education sector.
- Ethical Guidelines for Artificial Intelligence in Crime Control and Public Order Management in Kenya - A policy brief from the Social Science Research Council on the need for culturally-sensitive AI guidelines in Kenyan law enforcement.
- AI, Ethics and Policy Governance in Africa (Special Collection) - A special collection of papers from Cambridge University Press addressing data governance and policy innovations from diverse African perspectives.
Leading researchers, activists, and technologists who are prominent voices in the global and African AI ethics discourse.
- Dr. Timnit Gebru - Founder of the Distributed AI Research Institute (DAIR), a world-renowned expert on algorithmic bias and the ethical implications of AI.
- Dr. Abeba Birhane - A Senior Fellow at the Mozilla Foundation and a leading researcher on human-computer interaction, algorithmic bias, and the philosophy of AI, with a focus on African contexts.
- Rediet Abebe - Professor of Computer Science at UC Berkeley and co-founder of Black in AI. Her research focuses on AI and algorithms for social good, particularly in relation to inequality and distributive justice.
- Dr. Damian Okaibedi Eke - Philosopher at the University of Nottingham, specializing in the ethics of AI and emerging technologies, and co-editor of the book Responsible AI in Africa.
- Dr. Kutoma Wakunuma - Associate Professor at De Montfort University and co-editor of Responsible AI in Africa. Her research focuses on the intersection of technology, ethics, gender, and sustainable development.
- Catherine Muraga - Managing Director of the Microsoft Africa Development Center (ADC) in Nairobi, Kenya. A key industry voice on technology, innovation, and skills development in the region.
- Nicky Verd - A prominent South African keynote speaker and author focused on digital disruption and preparing Africa's workforce for the 'Fourth Industrial Revolution'.
- Bonface Asiligwa - President of the ISACA Kenya Chapter, a leading expert in IT governance, cybersecurity, and risk management, and a frequent speaker at Kenyan tech events.
Official strategy documents and policy frameworks from national governments and continental bodies.
- African Union: The Continental AI Strategy for Africa (2024) - [PDF] The landmark framework adopted by the AU to guide the development and governance of AI across the continent, emphasizing inclusive, development-oriented, and ethical principles.
- Kenya: National AI Strategy (2025-2030) - (Summary) An overview of Kenya's strategy, which focuses on digital infrastructure, data, research, and innovation to position the nation as a regional AI hub.
- South Africa: National AI Policy Framework (2024) - (Summary) Details on South Africa's framework, which aims to drive economic growth and societal well-being while fostering a robust AI ecosystem.
- Rwanda: National AI Policy (2023) - [PDF] Rwanda's official policy document, which aims to leverage AI for sustainable growth and position the country as a global innovator for responsible AI.
- Nigeria: National Artificial Intelligence Strategy (2025) - [PDF] Nigeria's official strategy, a collaborative effort to develop an inclusive and collaborative policy for AI development.
- Ghana: National AI Strategy (2023-2023) - (Summary) A summary of Ghana's 10-year plan to harness AI for inclusive and sustainable socioeconomic development.
Essential books and edited volumes that provide deep philosophical and practical insights into AI ethics in Africa.
- Responsible AI in Africa: Challenges and Opportunities (2023) - (Open Access) Edited by Damian Okaibedi Eke, Kutoma Wakunuma, and Simisola Akintoye. This book brings together African scholars to discuss AI ethics from theoretical and practical African perspectives.
- AI Ethics in Higher Education: Insights from Africa and Beyond (2023) - (Open Access) Edited by Caitlin C. Corrigan, et al. This book tackles the problem of integrating AI ethics into computer science and engineering curricula in Africa.
- AI in and for Africa: A Humanistic Perspective (2023) - By Susan Brokensha, et al. This book explores AI's intersection with Africa's socio-economic realities and advocates for a decolonial, humanistic approach.