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From Explainable AI to Human-centered AI Andreas Holzinger is currently Visiting Professor for explainable Artificial Intelligence at the Alberta Machine Intelligence Institute of the University of Alberta, Edmonton (Canada). Since 2016 he is Visiting Professor for Machine Learning in Health Informatics at the TU Vienna. He is in the advisory board of the Strategy “AI Made in Germany 2030” and in the advisory board of the “Artificial Intelligence Mission Austria 2030”. He serves as Austrian Representative for AI in the International Federation of Information Processing. Due to raising ethical, social and legal issues, future AI supported systems must be made transparent, re-traceable, thus human interpretable. Andreas’ aim is to explain why a machine decision has been reached, paving the way towards explainable AI and Causability, ultimately fostering ethical responsible machine learning. This talk was given at a TEDx event using the TED conference format but independently organized by a local community. Learn more at https://www.ted.com/tedx