Large language models through the lens of ubuntu for health research in sub-Saharan Africa

Abstract

Ubuntu provides a distinct philosophy that could be useful in addressing the cultural and geographical nuances within sub-Saharan Africa. This philosophy offers a unique framework that could prove valuable in navigating these nuances in the sub-Saharan region. At its core, ubuntu emphasises interconnectedness, community-driven engagement, and sustainability. This perspective underscores the need for culturally sensitive technology solutions that honour and safeguard local traditions while promoting individual liberties and communal welfare. Ubuntu’s approach offers an intriguing balance between the individual and the collective. Marginalised groups must be included in a comprehensive approach. Bias in sub-Saharan Africa has deep roots in historical injustice and is further reinforced by cultural norms, religious beliefs, and practices. In this article, I elaborate on ethical concerns in the context of sub-Saharan Africa.