This paper presents an augmented reality smart city gaming concept, Magic Run. Magic Run has entertainment value and fulfills its’ original brief, but several aspects of the game were found to be problematic during a workshop with smart city researchers. We present problematic aspects of the game as well as ideas for how to redesign the game to control or ameliorate problematic interaction between future smart city players and bystanders.