This workshop at ASSETS 2019 will examine AI fairness, accountability, transparency, and ethics (FATE) for the specific situations of people with disabilities. We invite researchers, disability advocates, policy makers, and practitioners to submit short position papers by July 3rd. More information: https://assets19.sigaccess.org/ai_fairness_workshop.html.