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CuspAI is developing an AI-native platform for discovering and developing new physical materials. Its central proposition is that industrial customers should be able to specify desired performance characteristics—such as thermal stability, selectivity, cost, conductivity, or a target bandgap—and receive computationally generated material candidates that can then be simulated, synthesized, and experimentally validated.