@huangyihe
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How do multiple agents collaborate in newtype Profile?

How do multiple agents collaborate in newtype Profile?

I asked the AI: “I saw a claim that Nvidia compute cards have a failure rate of about 9%. Where did this conclusion and data come from? Is it true?”

After the main agent received the request:

  1. First, it determined that what was needed was “discussion” rather than “execution,” so it autonomously entered “discussion mode”;
  2. Then it judged that research and verification were needed, especially to figure out what the context of this viewpoint was;
  3. Finally, it sent two sub-agents to work in the background—researcher checked the sources, and fact-checker verified them. This process called Tavily MCP search. In the end, it gave a conclusion.

What satisfied me most was that it didn’t tell me whether this viewpoint or data was true or false, but instead told me what the context or scenario was, and what caused the discussion to arise.

This is just a small example. In daily work and content creation, there will be many similar situations where multiple agents need to work together to complete a large collaborative task.