Nature Machine Intelligence, Published online: 16 October 2026; doi:10.1038/s42256-026-01325-6
Li et al. introduce a neural-hierarchical skin that combines high-density iontronic sensor array, fast readout and data compression, enabling humanoid robots to perceive fine textures, manipulate delicate objects and respond to nociceptive stimuli.