Seal predictions before opening hidden holdout labels
A blinded evaluator should seal predictions before opening hidden labels. After development chooses a candidate, bind the exact checkpoint, runtime, model-facing input package, ordered prediction bytes, and fixed denominator into one receipt; only then may scoring receive the lab…