Unverified50% confidenceBenchmarkExact time
According to the classical 1/n scaling law in statistics, quadrupling the sample size should reduce divergence by approximately 75%, but in practice divergence decreased by only 5% to 40%.
1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn the control group where the answer key was removed from the prompt, the match rate plummeted from 63% to 1% (1/75).73% similarUnverifiedThe data shows that 'purely independent modes' occur in fewer than 5% of cases.71% similarUnverifiedThe tester concluded that only a difference of approximately 5% or more would be statistically meaningful on a dataset of this size, and since the actual gap is under 4%, it has not reached a significant level.71% similarUnverifiedIf alignment decays by 0.1% per generation, after 100 generations the alignment level would be approximately 90.5%, and after 1,000 generations it would fall to approximately 37%.69% similarUnverifiedThe paired 95% confidence interval for the strict score gain from evidence replacement is [8.77, 10.43].69% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1001475API
curl https://kongchang.com/api/v1/knowledge/claims/1001475MCP
get_claim(id=1001475)