This presentation provides an update on the efforts to develop regulations at the IMO, explores the maritime autonomy levels proposed by the IMO and other international organizations and compares the various approaches to maritime autonomy by marine classification societies. With the lessons learnt from recent projects, the presentation also lays out the challenges and a way forward for future developments.