paper-reading

You can summarize academic papers by providing an arXiv link, PDF, or Zotero item to generate a structured digest covering the problem, method, results, and limitations at your chosen reading depth.

Yes, extracting structured insights from an arXiv PDF is possible using the Level 1 Quick Skim, which provides a 2-minute digest covering the core problem, approach, and results.

Yes, this paper analysis approach works directly with Zotero items, allowing you to input items from your library to generate structured reading digests and suggest follow-up readings.

A quick skim takes 2 minutes for core concepts, while a deep analysis takes 30 minutes to extract detailed reproducibility notes, limitations, and broader connections.

You need the Level 3 Deep Analysis to extract reproducibility notes, which takes 30 minutes to thoroughly evaluate limitations, connections, and methodological details from the academic paper.

To save paper digests and suggest follow-up readings, link the generated structured insights to your projects, enabling you to retrieve the extracted summaries later for continuous research reference.