Per-Task Evolved Harnesses Gain 13.8 Points While Generic Ones Lose 2.5

yb2698 · x · 2026-10-24

Ablation from the harness2 reproduction thread: letting the model define its own tools mid-run costs −2.5 points, one shared generic harness costs −2.5 points, but a harness evolved per task (harness2) gains +13.8 points. Tailoring the harness to each task is what matters, even for small models.

Related event: Reproducing Google's harness2: Qwen3-9B pass rate jumps from 31% to 45%(6 posts)→

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