We will demonstrate an intelligent Machine which is capable to choose within a small group of people (typically 3 people) the one it will interact with. Depending on people behavior, this person may change. The participants can thus compete to be chosen by the Machine. We use the Kinect sensor to capture both classical 2D video and depth map of the participants. Video-projection and audio feedback are provided to the participants.