For the FATES of Africa: A Co-Developed Pipeline for Responsible AI in Online Learning Across Africa

Summary

The project focuses attention on a population that is vast on a global scale, yet is often left behind: namely, online learners in Sub-Saharan Africa (SSA). The FATES of Africa International Partnership set out to develop a ‘how-to’ pipeline for protecting and championing responsible AI among SSA online learners: from the conception of an online learning idea, through iterative design and development, until the moment of scale.

Working with Whizz Education UK & Kenya, Investing In People, DRC, University of South Africa (UNISA), Council for Scientific and Industrial Research (CSIR) South Africa, and Stockholm University, we co-developed the consultation key areas and protocol for implementation across Sub-Saharan Africa. We then started public consultations in-person within Kenya, East Africa: there, we began with students themselves, to ensure our intended key areas and the sketch of our public consultation was valid and relevant. We then delivered, mostly remote, consultations with educators and community members, then with policymakers and academics, across East Africa, West Africa, Central Africa, and Southern Africa.

The FATES of Africa Toolkit will be launched asynchronously on the web at the end of 2025.

Activities and Achievements

The RAi FATES of Africa partnership has expanded dramatically and contributed prolifically. We have delivered Keynotes at relevant venues including the UN Headquarters for Africa; two symposia at high-profile international peer-reviewed conferences (CIES; ECER); submitted two grant applications for follow-up activity (FCDO; British Academy); and two exchanges with Rhodes University—one in Eastern Cape South Africa, then one in Southampton itself. Meanwhile, academic publications are multiple and in preparation. The FATES of Africa Toolkit will be launched asynchronously on the web at the end of 2025.

Impact

The project has co-developed a culturally sensitive and responsible AI framework for online learning platforms. This innovative approach directly tackles the risk of digital inequality, ensuring AI systems are designed not just for but with the specific needs and contexts of sub-Saharan African students.

Key impacts include:

• Enhanced Digital Equity: By tailoring AI development to the unique challenges and cultural nuances of the region, the project is contributing to more inclusive and effective online learning experiences for a vulnerable student population
• Strengthened International Collaboration & Knowledge Exchange: The project has built a robust UK-South Africa partnership, facilitating significant knowledge transfer and establishing a model for responsible AI development across geographical and cultural divides
• Industry Integration of Responsible AI: Through its collaboration with Whizz Education, the project ensures that its responsible AI framework has a direct pathway to practical application within real-world online learning platforms, thereby influencing industry standards and practices
• Public Engagement and Dissemination: Regular blog posts, workshops, and video updates demonstrate active engagement with stakeholders and a commitment to broadly sharing insights and progress on responsible AI development.

The project’s impact is demonstrated through its key activities:

• Co-development Approach: The project’s core strength is its collaborative methodology. By working with local partners and an industry expert, the team ensured the AI framework was not just imposed but co-developed, making it more likely to be adopted and to be genuinely useful.
• Knowledge Transfer: The collaboration facilitated significant knowledge exchange between UK and South African institutions, strengthening research capabilities in both regions and fostering an international network of experts dedicated to responsible AI.
• Industry Collaboration: The involvement of Whizz Education provides a direct pathway for the research findings to be integrated into real-world online learning platforms, ensuring the project’s outputs have practical application.

The project’s public-facing activities, such as workshops and posters, help disseminate its findings and raise awareness about the importance of responsible AI development in a global context.

Outputs and Outcomes