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AI Literature Review

AI literature review assistant

Find relevant papers and compare their findings. Build a cited synthesis from the sources you choose.

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Used by 10,000+ researchers.

Atlas workspace showing a horizon-view semantic map of 110 multi-agent learning research papers
Atlas PDF reader alongside the paper’s knowledge map and chat
CambridgeMITStanfordHarvardOxfordETH ZurichTsinghuaNUSUC BerkeleyTokyoSeoul National

Start with your research question

What do you want to learn from the literature? Define the topic and the questions you need to answer, then use them to guide your search and comparisons.

Scope

Define the topic and the boundaries of your review.

Sources

Choose the papers relevant to your question.

Comparison

Decide which methods, findings or limitations to compare.

Example review question

How do the selected studies evaluate the reliability of retrieval-grounded answers?

Find papers for your literature review

Search for relevant papers in Atlas and add the ones you want to read. Bring your own papers into the same project to keep your review in one place.

Read each paper's summary to decide which sources deserve a closer look.

Example search

Search the academic literature for retrieval-augmented generation and answer reliability.

Compare methods, findings and limitations

Ask the same question across your papers. Compare how the studies approached the problem, what they found, and which limitations affect their conclusions.

Example question

Compare the selected papers' methods, main findings and stated limitations. Cite the sources for each part of the comparison.

Turn individual findings into a research synthesis

Move beyond a summary of each paper. Ask Atlas to bring the findings together, explain disagreements, and identify questions left open by the sources in your project.

Follow the citations to understand which papers support each part of the synthesis. Save the result as a research note alongside your papers.

Questions to try

Where do these sources agree?

Which findings or assumptions differ?

What remains uncertain in this set of papers?

Use AI throughout your literature review

Use Atlas to explore a new topic, compare papers for a specific question, or develop notes for your review. Keep the search, reading and synthesis together.

  • Explore a topic

    Find relevant literature and understand the main ideas.

  • Compare papers

    See how the methods, results and limitations differ.

  • Develop your synthesis

    Bring the findings together in cited notes for your review.

Frequently Asked Questions