Unverified50% confidenceSolutionExact time
研究表明在提示词中加入反例说明（即不要做什么）能显著提升生成质量
1
Sources
50%
Confidence
Long-term
Relevance
7/22/2026
First Seen
Sources
Related Claims
UnverifiedThe author believes that with better feedback loops, similar projects will ultimately be able to be built from a single prompt and produce significantly better results.71% similarUnverifiedChain-of-Thought prompting can improve reasoning quality, and contrastive prompting can reduce confirmation bias71% similarUnverified提示词中靠前的词汇对生成结果影响更大，因为交叉注意力机制对序列开头的token赋予略高的注意力分数69% similarUnverified协作式、角色明确、目标具体的提示词往往比模糊、对抗或测试性的提示词能获得质量更高的输出68% similarUnverifiedThe core idea of the project is to improve the quality and targeting of each application rather than mass-submitting in bulk.67% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/594045API
curl https://kongchang.com/api/v1/knowledge/claims/594045MCP
get_claim(id=594045)