The evidence behind the guides

Sources

Find a study, check what it supports, and follow it back to a concern.

TopicCollection

2 sources

Guide citations are still under editorial review.

Nature Machine Intelligence 2026 Randomized study

A large-scale randomized study of large language model feedback in peer review (original source, new tab)

Structured feedback to human reviewers improved selected review measures. Not validation of fully automated peer review.

PNAS · 2025 Research study

The entities enabling scientific fraud at scale are large, resilient, and growing rapidly (original source, new tab)

Analyzes publication-fraud networks; does not classify every AI-assisted paper as fraudulent.

Sources retain their original publishers’ rights. Inclusion does not imply endorsement. Saved sources stay in this browser on this device. Dates and source descriptions come from the existing editorial records.