Every time a 新 AI model is released, the hype and FOMO return. 团队成员 immediately focus on the newest and most powerful model as if it is the answer to every problem.
I believe harnessing AI through Agents is often more effective than simply chasing a more powerful model.
The real value is not only in model intelligence. It is in how the model is connected to 工具, context, memory, permissions, 工作流 and real 系统.
A very powerful model sitting inside a chat window is still limited. A more modest model, properly harnessed through Agents, 智能路由, automation and deterministic 系统, can often get far more real work done.
It is similar to running a hospital. You would not ask a Cardiothoracic Surgeon to build the hospital, install the wiring, repair the air-conditioning and clean the floors. You build a 系统 where the right specialist handles the right task.
That is why I am increasingly more interested in AI architecture than model leaderboards.
Models will keep changing.
A good harness can keep routing each task to the most suitable model, agent or 系统.
#AINNA #AIAgent #AIHarness #SmartRouting #AI架构 #AgenticAI
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我喜欢文章对every time a 新 AI保持务实的态度。
关于agent or 系统的例子很实用，适合团队继续讨论。
难得有人把automation and deterministic 系统讲得这么直白。
这篇文章把air-conditioning讲得比一般的AI介绍更具体。
看第二遍才注意到models will keep changing的细节。