The document discusses human-centered AI and the need for it. It notes that traditional AI models can be "black boxes" without explainability, and gives examples of AI systems exhibiting bias. The document argues that human-centered AI, which incorporates principles of explainability, interpretability, fairness and accountability, can help address issues of bias and ensure AI is developed safely and for the benefit of humanity. It also notes that developing human-centered AI will require new tools and methods since traditional UX designers lack AI skills and AI experts lack experience with user experience design.