Unverified50% confidenceDecision RuleExact time
For production workflows that must succeed every time, the full run-through pass rate should be measured rather than pass@1, because pass@1 systematically overestimates the capability that can be reliably committed to.
1
Sources
50%
Confidence
Long-term
Relevance
10/11/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedFor performance range figures with extremely wide spans, reaching the upper end of the range often depends on favorable conditions such as specific tasks, specific baseline comparisons, and specific batch sizes.63% similarUnverifiedThe challenge of confidence-based routing lies in threshold calibration: too strict a threshold causes a large number of requests to be escalated, negating the cost advantage, while too loose a threshold allows low-quality decisions to flow into the system.62% similarUnverified提升模型单步精度的边际收益远不如缩短任务链条、增加检查点62% similarUnverifiedUnless profiling clearly shows that integer division is the bottleneck and all other means have been exhausted, the floating-point migration trick should not be adopted lightly.62% similarUnverified'集成超越单体'的宣称需要严格控制评测条件，包括任务分布、评分标准与基线模型版本，否则数字容易产生误导62% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/997645API
curl https://kongchang.com/api/v1/knowledge/claims/997645MCP
get_claim(id=997645)