GEP：2025年数据中心维护成本-隐藏在AI盈利能力中的风险（及解决方法）白皮书（英文版）

Unlike traditional software requests, AI outputs are not only probabilistic but also compute-heavy. This creates persistent pressure on infrastructure, latency thresholds, and overall system economics. As generative AI transitions from cutting-edge innovation to enterprise-grade infrastructure, the focus is shifting. The conversation is no longer about how powerful a model is, but how efficiently it can be deployed and sustained. At the center of this shift is a growing recognition of