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“Robot helpers would be able to adapt to your emotional state rather than just responding to commands.”

As robots become emotionally aware, loosing their cold and mechanical aspect and as they will infinitely progress thanks to IA and deep learning, will they start to understand us better than anyone? Are they going to become our best friends/psychologists/lovers?