This book is a comparative study of Kant, Rawls, and Habermas and a critical survey of recent theories of justice. It defends the thesis that the normative ground or basis of social criticism is found in a concept of the person as a free and equal moral being.

Harry C. Boyte. Craig Calhoun. Geoff Eley. Nancy Fraser. Nicholas Garnham. JürgenHabermas. Peter Hohendahl. Lloyd Kramer. Benjamin Lee. Thomas McCarthy. Moishe Postone. Mary P.Ryan. Michael Schudson. Michael Warner. David Zaret.

Recent rapid advances in Artificial Intelligence (AI) and Machine Learning have raised many questions about the regulatory and governance mechanisms for autonomous machines. Many commentators, scholars, and policy-makers now call for ensuring that algorithms governing our lives are transparent, fair, and accountable. Here, I propose a conceptual framework for the regulation of AI and algorithmic systems. I argue that we need tools to program, debug and maintain an algorithmic social contract, a pact between various human stakeholders, mediated by machines. To (...) achieve this, we can adapt the concept of human-in-the-loop (HITL) from the fields of modeling and simulation, and interactive machine learning. In particular, I propose an agenda I call society-in-the-loop (SITL), which combines the HITL control paradigm with mechanisms for negotiating the values of various stakeholders affected by AI systems, and monitoring compliance with the agreement. In short, ‘SITL = HITL + Social Contract.’. (shrink)