Publishes research on ethical AI development, African datasets, AI training data copyright, and AI governance in East Africa. Convenes COSAA — Africa's foremost AI governance research conference. Published multiple landmark pieces including on ethical AI data sourcing in Kenya, the East African AI governance landscape, and the NOODL open license for African datasets. Kenya's most productive AI ethics research institution.