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University of Art and Design, Linz, Austria We are artists working since 1991 on the creation of interactive computer installations for which we design metaphoric, emotional, natural, intuitive and multi-modal interfaces. The interactive experiences we create are situated between art, design, entertainment and edutainment. One of our key concepts is to create interactive artworks that constantly change and evolve and adapt to the users’ interaction input [1]. For several of our interactive systems we have therefore applied Artificial Life and Complex Systems principles and used genetic programming to create open-ended systems that can evolve and develop over time through user interaction.