Unverified50% confidenceSolutionExact time
The information density implicit in phrasing (such as task context, expected output format, and audience) is the true variable affecting model output quality.
1
Sources
50%
Confidence
Long-term
Relevance
9/21/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe more specific the input information and the clearer the background information provided in a prompt, the higher the output quality of a large model.79% similarUnverifiedEmbedding models convert queries and candidate documents into vector representations, thereby measuring relevance in a semantic space.72% similarUnverified为模型设定角色标签会激活对应的语料分布，使输出概率分布向该领域专业表达倾斜，从而提升输出质量71% similarUnverifiedTotal parameter count reflects the upper limit of a model's knowledge capacity and expressive power, while activated parameter count determines the computational cost and latency during inference.71% similarUnverified用户输入的每个词都会成为模型的上下文，改变模型接收到的数学输入，进而影响解码阶段的概率分布和输出内容71% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/938165API
curl https://kongchang.com/api/v1/knowledge/claims/938165MCP
get_claim(id=938165)