ResearchBenchmarksWord Count Adherence on 180 held-out prompts Length Near OOD 4–8kFollow87Length Adherence RatioPOLARIS82.6584.8258789.175Jun 2, 2026Evaluation ResultsMethodMethodLinksLength Adherence RatioPOLARISP=9BP=9B2026.0687