Unverified50% confidenceFactExact time
Information extraction only requires identifying and structuring facts from a single source, with a lower cognitive load than quality assessment, which requires simultaneously holding an expected state and an actual state for comparison.
1
Sources
50%
Confidence
Long-term
Relevance
9/16/2026
First Seen
Sources
Related Entities
Related Claims
Unverified人类标注者在评估答案时存在信息越丰富越好的认知偏差，导致奖励模型将篇幅与质量隐性挂钩，是模型冗余的成因之一72% similarUnverified少量高质量的偏好数据往往比大量低质量数据能产生更好的对齐效果70% similarUnverified提示词的清晰度直接决定输出质量，模糊或依赖特定背景知识的提示往往难以获得理想结果70% similarUnverifiedDistinguishing three levels—objective facts, interpretations of facts, and value-based judgments—can reduce needless conflict.69% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/926650API
curl https://kongchang.com/api/v1/knowledge/claims/926650MCP
get_claim(id=926650)