# Worm-like chain learns new shapes without redesign - Date: 2026-04-12 - Category: Robotics A metamaterial that learns shapes by training, forgets old ones, and adopts new ones — without any central processor. What distributed learning in physical matter means for the future of adaptive systems. ---