Research in the field of machine intelligence is seeing a resurgence. Big conceptual breakthroughs in artificial neural networks and access to powerful processors have led to applications that can process information in a human-like way. In addition, the creation of robots that can safely assist us with different tasks may soon become a reality. The Reviews in this Insight discuss the exciting developments in these fields and the opportunities for further research.