From Bias to Inclusion: Leveraging African Ubuntu Philosophy and Decoloniality to Shape Humanistic Artificial Intelligence (AI) Development

Abstract This paper examines the potential of integrating the African ethical framework of Ubuntu into the development of artificial intelligence (AI) technologies. The Ubuntu philosophy, which emphasises community, shared humanity, and mutual care, presents a compelling alternative to the prevailing colonial ideologies that have shaped the trajectory of AI development. By prioritising values such as collective responsibility and holistic well-being, the incorporation of Ubuntu principles can facilitate a shift towards decoloniality, equity and the advancement of the common good within the AI domain. The paper highlights how the advancement of AI, particularly large language models, has raised concerns about perpetuating and amplifying existing biases and inequalities. Often developed by entities in the Global North, AI models frequently rely on biased datasets that reflect colonial legacies and contemporary social disparities. The integration of Ubuntu principles into AI design and deployment can promote inclusivity, equity and social justice, aligning with local values and needs, especially in African contexts. The paper emphasises the importance of decoloniality, understanding historical power dynamics and engaging local communities in AI development to mitigate harmful biases. Practical strategies for AI-developing corporations include creating representative datasets, fostering local partnerships and incorporating Ubuntu into educational curricula. These interventions aim to develop more culturally sensitive and contextually appropriate AI systems, addressing global power imbalances and ensuring fairer distribution of AI benefits. The integration of Ubuntu principles into AI design represents a significant step towards decolonizing technology and fostering a more just and equitable technological future. Further research is essential to refine these approaches and explore their broader implications for AI ethics and policy, particularly in Southern Africa. By embracing Ubuntu, the AI industry can move beyond profit-focused models, contributing to meaningful social change and advancing global equity. Keywords: Artificial Intelligence (AI), Decoloniality, Ethical AI, Humanistic AI, Inclusivity, Ubuntu