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NOTE FROM TED: TEDx events are independently organized by volunteers. The guidelines we give TEDx organizers are described in more detail here: http://storage.ted.com/tedx/manuals/t... In this talk Mennatallah highlights novel ways of enabling a stronger interplay between humans and AI. Mennatallah El-Assady is a research fellow at the ETH AI Center. Prior to that, she was a research associate and doctoral student in the group for Data Analysis and Visualization at the University of Konstanz (Germany) and in the Visualization for Information Analysis lab at the OntarioTech University (Canada). She works at the intersection of data analysis, visualization, computational linguistics, and explainable artificial intelligence. Her main research interest is studying interactive human-AI collaboration interfaces for effective problem-solving and decision-making. In particular, she is interested in how to empower humans and team them up with AI agents in co-adaptive processes. 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