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The article proposes a gradual path for adopting artificial intelligence in radio-frequency circuit design, beginning with documenting expertise, then coordinating tools and accelerating design exploration. It emphasizes that model speed is insufficient without verifying that simulation results correlate with measured hardware and tracking training data.