Nature, Published online: 15 January 2025; doi:10.1038/s41586-024-08288-xA cross-linked polymer gel driven by artificial molecular motors transforms chemical energy into mechanical force, achieving powered contraction and re-expansion, demonstrating a considerable advance in understanding energy transduction mechanisms and informing nanotechnology design principles.