At the basis of our social interactions lies a cohort of subtle movements that signal invitations, affects, and intentions. We aim to uncover the computational principles that govern social prediction: How do people signal and infer social information to others in collaborative and competitive scenarios? How do they bridge between their individual differences to create joint, synchronized motion?