Unverified50% confidenceSolutionExact time
The second pragmatic principle of agent design is to define clear acceptance criteria and set quantifiable metrics for latency, cost and quality respectively.
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10/17/2026
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VerifiedThe validator focuses on whether the result satisfies mechanically verifiable constraints and makes a binary, objective judgment; the evaluator focuses on whether the output quality meets the goal and makes a subjective judgment at the semantic level.75% similarUnverifiedWeight format (checkpoint precision) and runtime computation precision are two concepts that need to be distinguished.72% similarUnverifiedThe author argues that evaluation should cover both the model layer (reasoning, knowledge, coding, instruction following) and the endpoint layer (speed, reliability, cost, and scalability).70% similarUnverified工程判断存在规则导向（rule-based）与目标导向（goal-based）两种范式，多数现代建筑法规为混合模式，允许证明等效安全后采用替代方案69% similarUnverifiedWhen selecting agents for long tasks, developers should focus on consistency metrics rather than peak length, and incorporate checkpoints and segmented review at key nodes of long tasks.69% similar
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