peer-review

October 12, 2026

• Sakana's MLR catches 73% of planted core-claim errors at $0.47 per review

  Sakana's MLR caught 73.43% of planted core-claim errors at four reviews but only 16.11% of exact matches on real withdrawn papers; the benchmark gap is the story.

  73.43% planted core-claim errors caught with four reviews16.11% exact matches on real withdrawn-paper errors$0.47 reported cost per review

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