Research

The AI4D Research Directory brings together studies and insights from the AI4D network and the broader AI community, focused on advancing responsible AI and policy. Explore diverse research addressing local and regional challenges in AI.

Research

Towards an African Agenda for AI Safety

Artificial intelligence is reshaping economies, politics, and societies worldwide, and Africa is no exception. While AI promises benefits for health, education, agriculture, and economic growth, this report highlights how its risks are especially acute on the continent given fragile institutions, limited infrastructure, and geopolitical dependencies. Key risks identified include: Malicious use: deepfakes and AI-powered disinformation threaten elections and social cohesion; AI-enabled surveillance raises concerns for human rights; cybercrime and online gender-based violence are growing. Malfunction: reliability issues from models trained on Western data, bias in AI tools, and risks to critical sectors like healthcare and education. Systemic risks: labour disruptions in sectors such as business process outsourcing, worsening environmental pressures from compute and data centres, and escalating e-waste. Despite the African Union’s Continental AI Strategy, national-level efforts remain fragmented. Only a handful of states (Kenya, Ghana, Morocco, Rwanda, South Africa) show meaningful activity on AI safety, and no African country currently hosts a dedicated AI Safety Institute. The paper advances a five-pillar action plan to build a robust African AI safety ecosystem: Grounding AI governance in human rights to protect the most vulnerable. Establishing an African AI Safety Institute to lead research, testing, and policy innovation. Expanding public AI literacy through education and targeted campaigns. Building early warning systems with multilingual benchmarks for at least 25 African languages. Convening an annual AU-level AI Safety & Security Forum to align policy, coordinate responses, and amplify Africa’s voice in global governance. By embedding African perspectives into global AI safety frameworks, the agenda seeks to safeguard communities, assert technological sovereignty, and shape a fairer, more resilient AI future.

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Research

Techno-neocolonialism: an emerging risk in the artificial intelligence revolution

Rapid advancements in artificial intelligence (AI) have the potential to be revolutionary, but they have also sparked questions about power relations and socioeconomic inequalities that are reminiscent of previous colonial practices. The risk of “techno-neocolonialism,” a phrase used to characterize the potential for dominance and exploitation analogous to historical colonial practices, is juxtaposed with the possibility of unprecedented technological advancements. This paper examines the idea of techno-neocolonialism as a modern form of dominance and exploitation, emphasizing how the AI revolution runs the risk of sustaining these practices in a globalized environment. Through an analysis of vital AI enablers like talent, data, infrastructure, and computing power, we contend that the advantages of AI are frequently centered in rich countries, marginalizing the Global South. The paper goes on to stress how important it is that cooperative frameworks give equity, respect for one another, and ethical issues top priority while developing AI. This study, which ends with a plea for fair collaborations, seeks to show the way toward a more inclusive AI ecosystem that actually empowers all parties involved while avoiding the exploitation traps that come with techno-neocolonial partnerships.

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Responsible AI in Sub-Saharan Africa – Landscape and General State of PlayRegional
Artificial Intelligence Capacity in Sub-Saharan Africa — Compendium ReportEducationRegional
AI in the Judicial System: Possible Uses and Ethical ConsiderationsLegalRegional
AI in Africa: Framing AI through an African LensRegional
Digital and Biometric Identity SystemsPublic administrationRegional
Case Studies on AI Skills Capacity-building and AI in Workforce Development in AfricaEducationRegional
Toward an African Agenda for AI Safety
SautiLearn: Improving Online Learning Experience with Accent TranslationEducationNigeria
Artificial intelligence : labour gender gap in AfricaSocial work and genderRegional
A gender perspective on the use of AI in Africa’s fintech industry: Case studies from South Africa, Kenya, Nigeria and GhanaFinance and economics, Social work and genderRegional
Street2Sat: A Machine Learning Pipeline for Generating Ground-truth Geo-referenced Labeled Datasets from Street-Level ImagesAgriculture and fishingKenya
Utilising AI to Improve Efficiency of the Environment and Land Court in the Kenyan JudiciaryLegalKenya
Leveraging economic policy for equitable and just AI in AfricaFinance and economics
Use and Impact of Artificial Intelligence on Climate Change Adaption in AfricaEnvironment and climateRegional
Digital Sovereignty or Data Colony? AI and Africa's Place in the Global Economy
Road map for research on responsible artificial intelligence for development (AI4D) in African countries: The case study of agricultureAgriculture and fishingRegional
Artificial Intelligence’s Impact on Persons With Disabilities in AfricaHealthGhana, Kenya, Rwanda2026
Mapping AI Governance in Health: From Global Regulatory Alignments to LMICs’ Policy DevelopmentsHealthRegional2025
Towards an African Agenda for AI SafetyPublic administrationRegional2025
Training Playbook for Data Protection Authorities: A Pilot with the Information Regulator of South AfricaPublic administrationSouth Africa2025
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