Nvidia has launched its latest Rubin CPX GPU aimed at applications in the era of large-scale inference for AI. According to research firm SemiAnalysis, the launch represents a new direction in GPU development, leveraging decoupling and collaborative division of labor to meet AI inference demands. In addition to demonstrating design flexibility and foresight, the Rubin CPX GPU could also signal a fundamental transformation in the inference domain and the industry roadmap as a whole.