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A vanilla seed (s43) lacked the held-out deploy eval, so its train series fell back to the noisy n=28 per-step hack_s while other seeds used the n=64 eval. Averaging mixed estimators fabricated a vanilla train-vs-deploy gap that does not exist (lie-factor). Now: train series reuses the knob-off eval only (nan if absent -> seed drops from the mean), and missing eval columns normalise to nan so absent==all-nan. Regenerated all figures from logs. The canonical train_vs_deploy_60 (has hk_on) is unchanged; sub4/longrun byproducts now show train==deploy honestly (no knob-on data to split). Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>