Unverified50% confidenceBenchmarkExact time
Ablation experiments show that when the KL retention coefficient drops from 0.1 to 0.01, the correction rate falls from 53.3% to 35.0%, indicating that KL anchoring also contributes to supporting correction effectiveness.
1
Sources
50%
Confidence
Long-term
Relevance
9/16/2026
First Seen
Sources
Related Entities
Related Claims
Unverified报告同时给出中位数KLD和99.9%分位KLD两个数值，前者反映典型情况，后者捕捉极端长尾错误78% similarUnverified最差入围者的KL散度是最优者的2.3倍，并在数学能力上损失了7%69% similarVerifiedReAct's errors amplify in a chain: if the accuracy per step is p, the overall success rate after n steps is approximately p to the power of n; with a per-step accuracy of 95%, the overall success rate drops to approximately 59.9% after 10 steps and only 35.8% after 20 steps.68% similarUnverifiedIf a difficult problem fails across all samples (pass@k ≈ 0), the reward variance is zero, the gradient signal nearly vanishes, and the parameter update approaches zero.68% similarUnverifiedk=5时可以以95%置信度区分成功率0.9和0.7的模型，k=10时能识别更细微的差异67% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/924669API
curl https://kongchang.com/api/v1/knowledge/claims/924669MCP
get_claim(id=924669)