Human Compatible: Artificial Intelligence and the Problem of Control

Russell, co-author of the standard AI textbook, argues the field has been building toward the wrong objective function. His alternative — systems that remain uncertain about human preferences rather than maximizing a fixed specification — is the most technically coherent reform proposal to come from inside mainstream AI research.