Learn how to test whether data is good enough for one stated artificial intelligence (AI) task. Set a baseline. Write clear pass rules. Check completeness, correctness, consistency, freshness, relevance, coverage, labels, and lineage. Find gaps across groups and situations. Then choose to repair, limit, collect again, or stop. Your final work is a Task Data Quality Test Sheet.
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