Unverified50% confidenceDecision RuleExact time
Avoid using scores that mask failures (such as "8/10"); use structured notes to record specific actionable issues.
1
Sources
50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedSchema constraints in structured output can reduce formatting errors, but cannot guarantee that values are factually correct or that operations are safe; results must be independently verified and business rules must be enforced.70% similarUnverified格式问题往往可以通过后处理、约束解码或重试机制来缓解，而语义错误才是难以修复的根本缺陷68% similarUnverifiedUnder injection bait, weak models treat the injected incorrect numbers as their own calculation results and fabricate verification processes out of thin air, with the explanatory text appearing consistent with genuine verification, making it impossible to detect errors through auditing.68% similarVerifiedThe key to error analysis is pinpointing exactly which stage and which type of input caused the failure, rather than blindly adjusting prompts.68% similarUnverifiedSchema validation for tool calls can only catch structural issues (type errors, missing required fields) and cannot catch semantic errors.68% similar
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