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Disclaimer
GrokRxiv reviews are AI-generated. They are not the result of formal academic peer review: no editor, no journal, and no journal-appointed reviewer signs off on them. Reviews are checked and moderated before publication, but the underlying judgments come from machine learning systems.
GrokRxiv is not endorsed by arXiv. We are not affiliated with, sponsored by, or partnered with arXiv.org or Cornell University. We link to arXiv as the canonical source of the papers we review, and we do not redistribute arXiv PDFs or LaTeX source.
Reviews are advisory only. A GrokRxiv review is not a substitute for journal peer review or any editorial process. It should not be cited as a peer-reviewed assessment of a paper.
Author rights
If you are an author of a paper we have reviewed and want to dispute a finding, request a correction, or ask for the review to be withdrawn, email disputes@grokrxiv.org. Corrections are issued in-place with status corrected; withdrawn reviews are hidden from anonymous readers and the public JSON API.
arXiv compliance
GrokRxiv respects arXiv access guidelines, identifies itself when fetching paper data, and links every review back to https://arxiv.org/abs/<id> for the source paper.