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@@ -118,7 +118,9 @@ No recovery branch follows an A3 failure.
Only after A3 passes, run exact BP, selected DFA, and selected SDIL at depths
20, 32, and 56 for model/data-loader seeds 10--14. Hyperparameters and epoch
-budgets are copied without depth-specific tuning. The CIFAR-10 test set is
+budgets are copied without depth-specific tuning. Confirmation refits on all
+50,000 original training examples (`val_examples=0`) after development has
+closed. The CIFAR-10 test set is
evaluated exactly once at the end of every run; no intermediate test metric is
logged or used for selection.