Artificial Intelligence (AI) is increasingly being used in decision-making that directly impacts people’s lives. The AI Fairness for People with Disabilities Workshop at ASSETS 2019 will examine AI fairness, accountability, transparency, and ethics (FATE) for the specific situations of people with disabilities. Researchers, disability advocates, policy makers, and practitioners are invited to submit position papers by July 3, 2019.