一个简单的agentic loop就是一个 while 循环，LLM 在其中决定做什么、执行工具、观察结果、再做决定。 这模式能用是可以用的不过有个最大的问题，就是费钱： 一个三 agent 查询要是用 agentic loop那么7 次 LLM 调用，4.2 秒，0.12 美元。如果用 orchestrator的话 2 次 LLM ...

Shazeer goes back to the start at Google. He joined in 2000, stayed two decades, and built things that ranged from the company's early ad system to its deep learning work. Then in 2021 he left to ...

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Eutrophication is a leading cause of impairment of many freshwater and coastal marine ecosystems in the world. Why should we worry about eutrophication and how is this problem managed? Eutrophication ...