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常见问题解答

行业格局会发生怎样的变化？

业内预计，未来2-3年内行业将出现传统地面数据中心却遭遇三重困境：能源消耗制约、冷却系统瓶颈及空间资源短缺。数据中心已消耗全球总电量的2%-3%，且占比持续快速扩大。与此同时，人工智能模型的训练与运行对计算资源的需求呈爆发式增长，使得现有矛盾愈发尖锐。

中小企业如何把握机遇？

对于中小企业而言，建议从以下几个方面入手：\[\hat{s}= \sum_{k \in \mathcal{D}} k\,p(k).\]This produces a smooth score such as (5.4), rather than forcing the model to commit to a single sampled integer. In practice, this is substantially more stable than naive score sampling and better reflects the model’s uncertainty. It also handles cases where the judge distribution is broad or multimodal. For example, two candidates may both have mean score (5.4), while one has most of its mass tightly concentrated around (5) and (6), and the other splits mass between much lower and much higher ratings. The mean alone is the same, but the underlying judgement is very different.