Unverified40% confidenceOpinionTime unknown
精心设计的System Prompt可以将模型的有效输出率提升30%-50%，同时减少幻觉和偏离主题的概率
1
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40%
Confidence
Long-term
Relevance
6/1/2026
First Seen
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Related Claims
UnverifiedResearch indicates that high-quality prompts can improve model output accuracy by 30%–50%.80% similarUnverified研究表明清晰的系统级约定能将模型产生幻觉或破坏性操作的概率降低 30%~50%78% similarUnverifiedResearch shows that, for the same task, an optimized prompt can improve model output quality by 30%–50% compared to arbitrary input.77% similarUnverifiedThrough prompt engineering techniques such as streamlining context, optimizing System Prompt design, and using few-shot examples, token consumption for the same quality output can be reduced by 30%–60%75% similarUnverified高质量的Prompt能将模型输出的有效率从不足50%提升至90%以上73% similar
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