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Current evaluation methods are inappropriate for emerging HCI applications. In this paper, we give three examples of these applications and show that traditional evaluation methods fail. We identify trends in HCI development and discuss the issues that arise with evaluation.We aim at achieving increased awareness that evaluation too has to evolve in order to support the emerging trends in HCI systems.