Many of tomorrow's robots may have more in common with beanbag chairs and bouncy houses than the hulking industrial arms in factories today. Breakthroughs in the nascent field of soft robotics, in which steel skeletons and power-hungry motors make way for textiles, are beginning to move from the laboratory to the startup world.

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