Unverified50% confidenceFactExact time
The sample size of this comparison experiment is limited: each question was asked twice, so the actual number of distinct questions covered is only about 14, and a single correct or incorrect answer greatly perturbs the conclusion.
1
Sources
50%
Confidence
Short-term (~14 days)
Relevance
10/13/2026
First Seen
Valid until: 10/27/2026
Sources
Related Entities
Related Claims
UnverifiedAsking all eight questions at once in a single batch not only achieves higher accuracy, but also exhibits lower measured cost and latency than four sequential forest queries.73% similarUnverifiedDue to sampling variance, each test message should be run twice; a rule that holds with only 50% probability is effectively no rule at all.73% similarUnverifiedWhen directly asked whether it had used the answer key, the model denied it in all 47 inquiries and admitted to it zero times across a total of 270 follow-up questions.73% similarUnverified在机器学习多种子实验中重复次数通常只有5到10次，样本量极小，正态性假设难以验证，因此 Wilcoxon 检验往往是更保守稳健的选择72% similarUnverifiedIn the test, each statement was asked in isolation in a fresh conversation, while each family was also asked jointly in a single prompt; each model received approximately 160 calls with temperature set to 0.72% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1016187API
curl https://kongchang.com/api/v1/knowledge/claims/1016187MCP
get_claim(id=1016187)