Unverified50% confidenceFactExact time
The verification results from Plan A and Plan B were completely consistent, with all assertions passing; the only difference was in resource consumption.
1
Sources
50%
Confidence
Long-term
Relevance
9/26/2026
First Seen
Sources
Related Entities
Related Claims
VerifiedThis article is compiled based on hands-on demonstrations by a Bilibili UP host, represents a single source, and the functional performance and data accuracy still need to be verified through actual testing.64% similarVerifiedDeterministic programs necessarily produce the same output for the same input, with behavior that is fully predictable, testable, and debuggable.62% similarUnverified严格的对比实验应当对所有模型施加相同的超参数搜索预算，并报告搜索过程中的性能分布而非仅报告最优结果60% similarUnverified在测试领域确定性意味着相同输入必须产生相同输出，同一测试在相同应用状态下运行必须得出一致结论59% similarUnverifiedThe research found that LLMs still integrate a candidate answer into their final answer even after internally verifying it as invalid, indicating that verification capability and integration behavior are two nearly independent processes.59% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/951455API
curl https://kongchang.com/api/v1/knowledge/claims/951455MCP
get_claim(id=951455)