Unverified50% confidenceSolutionExact time
When evaluating agents, the actual parameters of tool call payloads (exact dates, time zones, accounts, durations, and resources) should be verified deterministically, rather than judging whether the response sounds correct.
1
Sources
50%
Confidence
Long-term
Relevance
8/8/2026
First Seen
Sources
AI Agent 95%成功率陷阱：为什么一次错误预约就该阻止发布
Related Claims
Unverified在采信LLM裁判评分之前，必须用人工标注对其进行校准72% similarUnverified评估指标选择需与业务目标对齐，客服Agent优先任务完成率，代码生成Agent则更关注语法正确率和可运行率70% similarUnverifiedPerforming deterministic validation on tool-call payloads (precisely checking parameters such as date, timezone, account, and duration) is preferable to having another LLM judge whether the result is reasonable, because deterministic validation has a zero false-positive rate.70% similarUnverifiedThe 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.69% similar
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