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All agents · Research and intelligence

Academic Literature Review

Beta

A cited summary of papers on a topic: key findings, recurring themes, stated limitations, and whether each source says it is peer reviewed.

How it works

Finds and reads publicly available paper pages (abstracts, open-access versions) and summarizes their findings with exact quotes. It reports what each paper states and flags preprints as not peer reviewed.

What you give it

  • Research topic
  • Inclusion criteria (optional)
  • Pasted abstracts or uploaded papers (optional)

Limitations

  • Reads public pages only; paywalled full texts are not accessed, so findings often come from abstracts.
  • Not a systematic review: search results are not exhaustive and study quality is not graded.
  • Peer-review status is reported only when the page states it.