Why it matters
Labeling shapes model quality. Understanding shapes ops.
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The architecture
Labeling task design.
Reviewer pool.
Quality control.
Aggregation.
Delivery.
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How it works end to end
Scale AI + Surge AI + Snorkel + Labelbox + Argilla.
Reviewer training + calibration.
QA workflow.
IAA metrics.