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    Tag: Inter-Annotator Agreement

    Sep 21
    18 min read
    Human-in-the-Loop Inter-Annotator Agreement: Validating Synthetic Judges with Cohen’s Kappa and Domain Experts

    In the operationalization of enterprise autonomous agent architectures, automated evaluation pipelines powered by synthetic judges (LLM-as-a-Judge) are deployed to handle thousands of continuous execution traces daily. Whether an autonomous digital coworker is reconciling multi-currency financial balance sheets, analyzing electronic health records for clinical contraindications, or updating production infrastructure routing, running synthetic evaluators is essential for […]