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Distilled literature

These pages distil each paper to the part you usually need (its core results, the datasets it used, and the theory it tested), with exact source locators. Read the full paper to replicate or extend it, not to find out what it found.

Each distillation states its own provenance honestly: which paper, that the source is peer-reviewed or not, that extraction was done by an LLM and not human-verified, and whether the result has been reproduced (almost never, yet; we say so rather than imply otherwise). Where the source licence permits, the verbatim PDF is also mirrored, machine-accessible, in the Open Library, because the publisher often is not.

PaperVenueSourceDistilled
Institutional Investor Attention (Kwan, Liu & Matthies)J. Finance 2026CC BY 4.0 · mirror8 results, 2026-05-17

A distillation is not a substitute for the paper under peer review or in citation. It is a map. Re-expressed factual results are not copyrightable; the synthesis is the Institute’s, the findings are the authors’. Read the source (mirrored or via DOI) before building on it.

Found an error or want a topic covered? Open an issue, use the Edit page link above, or email contact@instituteforautomatedresearch.org. Edits are reviewed before publishing; provenance and accuracy are the point.