Unverified50% confidenceFactTime unknown
结构良好的系统提示词相比临时输入的指令,能将模型输出质量提升 20%-40%
1
Sources
50%
Confidence
Long-term
Relevance
5/31/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedExcellent prompt engineering can improve the output quality of the same model several-fold, and in certain tasks can make small models match the performance of large models.78% similarUnverified研究表明,即使使用相同的基础模型,引入迭代反思机制后在代码生成、数学推理等任务上的准确率可提升20%-40%75% similarVerifiedPrompt engineering is the technique of improving the quality and efficiency of model outputs by optimizing input prompts without changing the model weights.75% similarUnverified链式推理通过引导模型在给出最终答案前显式输出中间推理步骤,某些任务上准确率提升可达20-40个百分点74% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/15923API
curl https://kongchang.com/api/v1/knowledge/claims/15923MCP
get_claim(id=15923)