RESEARCH EXPERIMENT 51 PROSPECTIVE PERTURBATION VALIDATION BUILD TAG: STRESS-EXP51-PROSPECTIVE-PERTURBATION-VALIDATION-001 Fresh experiment seed: 9783790101901 Scenarios: 30 Executions: 60 Architecture: frozen Policy modes: standard and accepted final-two-row dispersion Prediction timing: frozen before movement Research stage: fresh deterministic holdout validation