An AI model that proposes a new material is impressive. A laboratory that can test promising candidates, a factory that can reproduce the successful result and an energy system that can support production are what turn that possibility into economic change. Each capability matters individually. The larger transformation begins when they work together—and when what happens in the physical world improves the next round of design.

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