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KAIST researchers just cracked a major robotics bottleneck: a motor-free actuator that bends and recovers in under a second using shape-memory materials. The hybrid design combines metal alloys (SMA) with reinforced polymers (SMP) and a "tape spring" structure that stores energy like a retractable measuring tape—releasing it in an instant snap-through motion.