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Dongxi NLP recommends two papers on the economics of AI agent companies

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Dongxi NLP says an AI-native company's bosses will ask whether faster AI research speeds product iteration and how to allocate limited money and time across AI agents. The post recommends two arXiv papers as starting points for this emerging agentic economics: "Agentic Economies for Autonomous Scientific Discovery" and "The Economics of Recursive Self-Improvement."

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假如你有一家 AI Native 公司:

员工主要是 AI Agent 牛马,业务可以是研究新技术, 或者就是做厉害的产品。

作为老板,你大概会关心两个问题:

  • AI 越来越聪明,公司研发会不会越来越快,研发越快,是否整体产品迭代可以提速?
  • AI 再聪明,钱和时间也有限。怎样安排资源管理牛马,才能最大化效益?

Agentic 经济学已经浮出水面,建议把这两篇文章直接扔给你的 Agent 阅读。

Agentic Economies for Autonomous Scientific Discovery
https://arxiv.org/pdf/2609.31562

The Economics of Recursive Self-Improvement
https://arxiv.org/pdf/2609.15802

Source: Dongxi NLP · x.comPublished · added here