Community Driven AI Ethics Frameworks for Sustainable Development in Africa

This paper develops a community driven ethical framework for artificial intelligence (AI) that aligns with sustainable
development in Africa. It begins by analysing global AI ethics declarations, such as the Montréal Declaration for
Responsible AI, which calls for inclusive deliberation and ecological sustainability, and the Toronto Declaration, which
centres human rights law, equality and non discrimination. It also examines African instruments like the African Declaration
on Internet Rights and Freedoms, which warns that policy processes often exclude civil society and emphasises the need
for accessible, affordable and open digital ecosystems, and Agenda 2063’s aspirations for inclusive growth, good
governance and a people driven future. A mixed methods approach combines normative analysis of these documents with
participatory fieldwork in Nigerian communities and case studies of AI applications in health and agriculture. Findings
reveal a convergence on principles of human rights, fairness, inclusivity, transparency, accountability and ecological
stewardship, while community participants stress concerns about data exploitation, algorithmic bias, privacy, equitable
benefits and preservation of cultural values. Ubuntu/Botho philosophy, which defines being human through recognizing
others’ humanity and emphasises interdependence, compassion and reciprocity, emerged as a resonant ethical lens. The
resulting framework integrates human rights based standards, African development visions and Ubuntu ethics. It proposes
participatory governance, community data stewardship, ethical impact assessments and capacity building initiatives to
ensure that AI deployment in Africa supports inclusive, sustainable development while safeguarding rights and cultural
values.