AI coding agent之所以效果不太好，往往不是因为模型太弱，而是因为指令含糊不清，代理所依赖的 harness（约束与支撑机制）又不够强。 这也正是为什么，整个行业都在构建规格（spec）和 agent harness。 最大的瓶颈，不是模型，不是上下文窗口，也不是工具链，而是 ...

In November 2012, at its 18th National Congress, the CPC made a series of important decisions on the implementation of the innovation-driven development strategy. Innovation has always offered ...

To implement the strategy of innovation-driven development, China will promote overall innovation, particularly scientific and technological innovation, remain demand-driven and ...