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Cover illustration for “Stratified Sampling for Golden Dataset Construction”

Golden Datasets

Stratified Sampling for Golden Dataset Construction

Stratified sampling catches real failures that random sampling misses.

Explores how AI teams catch hallucinations, surface drift, and trace model failures to their root causes before a model ships.

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