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This article discusses the concept of Interaction-Shaping Robotics (ISR) and its potential positive impact on human well-being. The author presents heuristics and machine learning methods for developing autonomous social robots that can adapt to shape interactions between people. The effectiveness of these methods is demonstrated through studies with real users.