Nature, Published online: 13 November 2024; doi:10.1038/d41586-024-03546-4

Wearable robots that assist leg movements could transform the lives of people with reduced mobility — but only if the devices can adapt in real time to support a vast range of human activities. Machine learning provides a way forward.