Many are waking up to the ways in which the internet and social networking influence our actions and have created “behavior modification empires.” How did we get here and is there any hope of a redesign that will save us from our addictive selves? If this future vision includes the individual sovereignty of data, what are the implications for machine learning and big data algorithms?