A one-parameter early-termination gate based on mean pairwise prefix edit distance reduces wall-clock time by 10.7% and raises held-out success by 2.5 pp in GRPO on ALFWorld by cutting zero-advantage batch dilution.
Bootstrap methods: Another look at the jackknife.The Annals of Statistics, 7(1):1–26
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