Guide

A personalized research paper digest for your work

A useful research paper digest should not copy a feed into your inbox. It should help you notice the papers worth opening first, even when new work is scattered across sources, categories, and terminology.

What a research paper digest should do

Researchers do not need more tabs, feeds, or vague alerts. They need a dependable way to see what changed and decide what to read.

• Reduce noise without pretending the literature is simple.
• Keep relevance tied to a specific research agenda.
• Surface papers from multiple sources when the field crosses boundaries.

How LitDigest builds your digest

You describe what you work on: the field, methods, systems, or outcomes you care about. LitDigest uses that description to assemble a weekly digest from covered preprint sources. It is not a replacement for judgment or literature review; it is a faster way to choose where attention should go first.

Why this can beat a one-off agent query

A general-purpose agent query is useful when you know exactly what to ask. Paper discovery is harder: the important paper may use a neighboring term, live in another source, or arrive after your last search. LitDigest is built around a stricter time window and a broader source pool, then narrows that pool against your research focus.

• Time discipline: each digest is anchored to a delivery window.
• Pool-first discovery: LitDigest starts from newly available papers in covered sources, not only top results from one prompt.
• Repeatability: the same research focus is applied week after week.
• Cross-source coverage: work can be noticed even when it appears outside the database or category you remembered to query.

The result is not magic. It is a more disciplined way to scan the stream before spending attention.

What LitDigest covers today

LitDigest currently covers arXiv, bioRxiv, medRxiv, EarthArXiv, and Preprints.org. That mix is focused on preprint-heavy areas where the volume of new papers can outpace manual tracking.

Review the current LitDigest source coverage for more detail.

How it differs from search alerts

Search alerts work best when terminology is stable. They get weaker when your topic spans methods, datasets, organisms, environments, disciplines, or applications. A personalized digest can use a richer description of what matters to you.

For researchers who primarily need arXiv coverage, see our guide to arXiv email alerts.

Start with a specific research focus

The more specific your description, the better your digest can be. A strong description names the field, the methods or systems you follow, and the kinds of results you would actually open.

For example, "I study subseasonal weather predictability in ensemble forecasts, especially tropical-extratropical interactions and diagnostics that improve forecast skill" is more useful than "weather and machine learning."