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Silent failures compound while you trust the "green" dashboard.
An eval loop that passes does not prove correctness. Drift, data contamination, and subtle model degradation happen in "sleep mode." Continuous adversarial validation—not just regression tests—is required because the system does not crash loudly; it rots quietly.