AI evaluation and deployment judgment
Build a small evaluation set for an extraction task and write a deployment recommendation using explicit accuracy targets, human review thresholds and failure criteria.
The Applied AI Engineer defines success criteria before building and uses evaluation results to decide whether a capability is ready for deployment.
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