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Every year, the world spends hundreds of billions of dollars repairing infrastructure that was never designed to repair itself. Bridges crack, pipelines corrode, concrete crumbles — and humanity sends out repair crews, closes lanes, and pays the bill. Over and over again. What if the material itself could respond to damage the way living tissue…
The physical world has always set the limits of what industry can achieve. Factories wear down. Pipelines corrode. Engines fail without warning. For centuries, the only way to understand a complex system was to build it, run it, and learn from its failures — often at enormous cost. Digital twins are changing that equation. A…