This collection hosts scholarly outputs from the International Conference on AI for Sustainable Development in Africa (AI4SD), an annual conference focusing on the application of artificial intelligence to address sustainable development challenges across Africa. The collection includes books of abstracts, full proceedings, presentations, and related materials from each conference edition.