RunningHub 展示 AI 生产力系统如何创造竞争优势

发生了什么

文章认为，随着模型能力趋同，AI 公司可以通过整合算力、工具、数据和智能体的生产力系统实现差异化，从而可靠地完成工作。文章以海马云的 RunningHub 为例，指出其访问量从 3 月到 9 月增长了 266%，并称约 60% 的模型调用由动态路由处理。

接下来读什么

• 今日还有哪些重要变化通过五项核心价值观解读 OpenAI 更新后的 Model Spec

这件事到目前为止

Haima Cloud founder and CEO Dang Jinfeng argued that AI businesses can stand out by building productivity systems around computing power, tools, data, and agents. Haima Cloud’s RunningHub is presented as an example; visits grew 266% from March to September, and the company said dynamic routing handles about 60% of its model calls. Dang said consumer AI is difficult to monetize and that practical revenue will come mainly from vertical productivity applications. He argued that AI’s next stage will depend on reliably delivering completed work, rather than generating open-ended possibilities.