AI is playing an increasingly important role in our everyday lives. The current hype surrounding Artificial Intelligence, however, also comes with many myths and misconceptions. Some of them fuel diffuse fears, others raise false expectations. In order to be able to conduct an informed and constructive discourse on the future of human-machine relationships, we need to demystify AI, promote broad AI literacy and develop understandable machines. Against this background, we present an interactive exhibition at the Ars Electronica Festival 2021. Several installations and research-based games address topics such as public (mis?)representations of AI, human autonomy in AI-assisted decision-making, and explainability of self-learning systems. Against this background, we present an interactive exhibition at the Ars Electronica Festival 2021. Several installations and research-based games address topics such as public (mis?)representations of AI, human autonomy in AI-assisted decision-making, and explainability of self-learning systems.