About · Methodology

How GrokRxiv works.

GrokRxiv produces structured review reports for arXiv papers, with automated checks and human moderation before public publication.

Pipeline

01
Prepare the paperGrokRxiv gathers the paper metadata and prepares the text, equations, references, and figures for review.
02
Review the workThe report covers summary, technical correctness, novelty, reproducibility, citation quality, and an overall recommendation.
03
Check the reportBefore moderation, GrokRxiv checks that the report is complete, readable, citation-aware, and suitable for publication.
04
ModerateReviews can appear as In Review while moderation is underway. Moderators approve, reject, or request changes before publication.
05
PublishApproved public reviews appear on GrokRxiv and are archived in the public review repository. Private reviews stay visible only to the account owner and moderators.

Review coverage

Each full report includes a plain-language summary, technical correctness review, novelty assessment, reproducibility notes, citation review, and final recommendation.

Moderation

Every published review has passed human moderation. Corrections are marked with status corrected; withdrawn reviews are hidden from anon readers and the public JSON API.

Author disputes / contact

If you are an author of a paper we reviewed and want to dispute, request a correction, or ask for a withdrawal, disputes@grokrxiv.org.