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Implementing an AI-based solution is primarily a technological challenge. Meanwhile, concepts for new products or functionalities are often born in the heads of designers. Is it possible to provide designers with a workshop that allows them to take a realistic look at the possibilities of Machine Learning? Or should we instead provide developers and architects with a design workshop, so that they can be the ones to look for applications of AI and recognize the risks of its use? Let’s discuss Human-Centered AI and the role of collaboration between designers and developers in building the next wave of better Artificial Intelligence products.