Unverified50% confidenceSolutionExact time
Performing 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.
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
UnverifiedFor checkpoints with definitive correct answers (such as dates, amounts, and IDs), deterministic validation should be used rather than relying on another LLM to judge whether the result is reasonable.79% similarUnverified验证模型真实性可采用知识截止日期探测、基准测试题交叉比对、抓包检查HTTP响应头模型版本信息等策略75% similarUnverified在可验证计算框架中，计算执行方完成运算后生成简洁的证明，验证方可用远低于重新计算的成本确认结果正确性73% similarUnverifiedRegression testing in LLM applications typically verifies whether outputs satisfy a set of constraints, rather than verifying whether outputs are completely identical.72% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/706408API
curl https://kongchang.com/api/v1/knowledge/claims/706408MCP
get_claim(id=706408)