Record: PR #1854 neural stack — budget-compliant 1.06777 (3-seed mean)#1883

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Record: PR #1854 neural stack, budget-compliant 3-seed reproduction — val_bpb 1.06777 (3-seed mean)
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Add explicit normalization proof and byte-counting audit to README
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