Recall the fastest triage questions to ask when trust in a dataset or metric drops.
What is the first quality question to ask when a metric suddenly shifts? Which quality dimension appears to have failed first? Naming the first failing dimension narrows the likely control path immediately. Which is the stronger first move? Patch or trace? When trust drops, protecting evidence and narrowing the divergence point is usually stronger than changing the visible output. When does a routine defect become a stewardship issue? When recurrence, semantic conflict, or broad downstream impact means the control itself needs a decision. That is the line between production support and governance escalation. What lineage question should appear early in…
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