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wassname2andPi
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Preserve the full anti-skimming form and distinguish it from the brief end message. Describe batched changes with distinct predicted effects and conditional Bayesian updates. Replace normalized-score reliability verdicts with raw paired comparisons and explicit uncertainty. Validation: diff --check; fresh-agent design scenarios exercised batching, normalization and full-form requirements. No actual training run or measured uplift test. Scenario agent placed the full form in the linked run log, leaving chat-display interpretation unresolved. Co-Authored-By: Pi <288921227+claudypoo@users.noreply.github.com>