Unverified50% confidenceFactExact time
The core of the eval-driven approach is to shift the definition of a problem from the process to the goals and metrics.
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10/9/2026
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UnverifiedEvaluation (evals) means establishing a measurable set of criteria to judge agent performance, so that it is possible to know whether each change makes the system better or worse.72% similarUnverifiedBuilding evaluation datasets with task-specific metrics can transform regression issues from reactive after-the-fact discovery into proactive advance measurement71% similarUnverifiedThe true measure of an agent model is its instruction-following capability, including strict adherence to system prompts, tool-calling specifications, and workflow definitions in external documents.70% similarUnverifiedAn evaluation set (eval set) is a carefully constructed collection of input samples and their corresponding expected outputs or evaluation criteria, used to systematically measure a model's performance on specific tasks.69% similarUnverified评估（Evaluation）偏向于对模型或系统能力的系统性测量，通常在离线或准离线环境中通过预定义测试集和评分标准衡量输出质量69% similar
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