The document discusses the history and development of artificial intelligence over several decades. Early research focused on symbolic approaches using rules and logic but produced limited results. More recently, machine learning techniques like deep learning have achieved greater success by learning from large amounts of data rather than being explicitly programmed. These new approaches show promise but also raise new challenges regarding safety, bias, privacy and control that will need to be addressed.