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Inspect a published 25-slide English seminar presentation, its original task, and a page index to see how a paper can be organized into a focused talk.

《AI Agents for Economic Research》（Anton Korinek，DOI: 10.3386/w34202）讨论了 AI Agent 如何辅助经济学研究。请下载并阅读全文，分析其主要观点、研究应用和局限，并制作一份用于明天组会汇报的英文 slides，最终交付 PDF 格式。

Slides 控制在 20–30 页，汇报时长不超过 45 分钟。受众是课题组内对 AI 了解不多的同学，因此请用易懂的语言解释必要概念，以简洁要点、图示和具体例子组织内容，避免大段文字。忠实呈现论文内容，并明确区分作者观点与补充分析。

This English seminar deck concerns Anton Korinek’s paper of the same name and addresses group members with limited prior knowledge of AI. Its 25 pages move from essential concepts to research applications, limitations, and human judgment.

Read the paper-to-seminar presentation guide · Check source identity and prepare reading notes

The presentation task

The original task asks for 20–30 slides on the paper’s main ideas, applications, and limitations for a group seminar, with PDF as the requested final format. The original Chinese task text is retained below for comparison with the deck.

View the 25-slide presentation

View the complete 25-page index
  1. From answers to actions.
  2. A research assistant that can act
  3. Three questions for this seminar
  4. Three capabilities, often in one product
  5. A model supplies language; tools supply access
  6. The agent loop makes the difference
  7. From a question to an analysis
  8. Humans keep research judgment.
  9. Example: ask for a Beveridge curve
  10. A plausible plot still needs an audit
  11. Deep Research: breadth through decomposition
  12. A literature map is not the frontier
  13. Coding agents close the execution loop
  14. Example: an OLS tool from a plain-language request
  15. The first draft was not correct
  16. Specify the research task, not just the output
  17. Build a small agent: the FRED example
  18. A linear agent is easy to understand
  19. A graph makes branching and state explicit
  20. Several agents can divide the work
  21. Match capability to the job
  22. Two protocols, two connection problems
  23. Errors can travel through the workflow
  24. A practical review loop for our group
  25. Delegate the work. Keep the judgment.

How to adapt the workflow for your seminar

Read the paper first and separate its conclusions from your questions. Decide which problems, methods, and results the audience needs. Provide confirmed notes and presentation requirements to Marx Max, review the outline, and continue production. Check key numbers, figure mappings, and citations against the original source rather than merely replacing content in the same number of slides.

This page publishes page-by-page presentation previews. For your own report, follow the guide with material you are allowed to use and retain the files actually generated.