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    1. Co-designed hardware, software, and models are key to delivering the highest AI factory throughput and lowest token cost. Measuring this goes far beyond peak chip specifications.

      大多数人认为AI性能主要由芯片规格决定,但作者强调硬件、软件和模型的协同设计才是关键,这挑战了以芯片为中心的行业认知,暗示了全栈优化比单纯追求芯片性能更重要。