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Recruitment technology

Human review

A person with the appropriate authority checks evidence, resolves uncertainty, and decides whether to accept, change, or stop a proposed action.

For a recruiting task, the reviewer needs the original context and a meaningful choice. A candidate-intent label or confidence score does not establish readiness or authorize a hiring decision. Record unresolved facts and use the agency’s approved decision process.