Unverified50% confidenceDecision RuleExact time
The monotonic acceptance mechanism only accepts a candidate result when it improves the verifier score, thereby reducing regression across iterations.
1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
Related Entities
Related Claims
Unverified多次采样取多数票或自洽性方法可在推理层降低单次随机性对最终结果的影响72% similarUnverifiedHierarchy filters typically rely on a cascading filter mechanism where the selection result at one level dynamically narrows the range of candidates at the next level.72% similarUnverifiedFor candidates below the truncation threshold, the algorithm focuses on improving their reward; for candidates above the threshold, it focuses on maintaining diversity among them.72% similarUnverifiedA refusal-to-answer mechanism triggers a degradation strategy—such as returning an uncertain response, requesting human review, or narrowing the scope of the answer—when it detects that the input is out of the training distribution or the model's confidence is below a threshold.71% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1001525API
curl https://kongchang.com/api/v1/knowledge/claims/1001525MCP
get_claim(id=1001525)