ResearchBenchmarksWord Count Adherence on 180 held-out prompts Length Far OOD 8–12kFollow72Length Adherence RatioPOLARIS68.470.27273.8Jun 2, 2026Evaluation ResultsMethodMethodLinksLength Adherence RatioPOLARISP=9BP=9B2026.0672