In many African AI projects, available datasets are either imported (trained on non-African populations) or incomplete (lacking local language, gender, or cultural nuance). This misalignment risks perpetuating systemic bias under the guise of neutrality.This webinar will offer a deep dive into the Essential Questions of Data Discovery including a case study on the requirement for building effective TFGBV prevention datasets that include African languages.
The African AI & Equality Toolbox is a strategic initiative designed to empower African stakeholders—policymakers, technologists, civil society actors, and communities—to shape Artificial Intelligence (AI) systems that are contextually relevant, inclusive, and grounded in human rights.
Developed by Women at the Table and the African Centre for Technology Studies (ACTS), and adapted from the global AI & Equality Human Rights Toolbox Initiative in collaboration with the UN Office of the High Commissioner for Human Rights (OHCHR), this African iteration provides practical tools and methodologies to guide equitable AI development across the continent.
The Toolbox applies a Human Rights-based AI Lifecycle Framework, integrating reflective questions and the Human Rights Impact Assessment (HRIA) developed with the Alan Turing Institute. It emphasizes participatory, multidisciplinary approaches and is rooted in feminist, decolonial, and Justice, Equity, Diversity, and Inclusion (JEDI) principles and incorporates lessons from emerging digital rights challenges, ensuring AI systems are designed with safety and dignity at their core.
1PM GMT | 3PM SAST | 4PM EAT