Unverified50% confidenceTradeoffExact time
There is a trade-off between reasoning efficiency and monitorability: a model that assigns multiple meanings to fewer words is more efficient but reduces the monitorability of the reasoning process.
1
Sources
50%
Confidence
Long-term
Relevance
9/2/2026
First Seen
Sources
Related Entities
Related Claims
Unverified规则化的提示词更擅长保证输出下限，而非帮助模型突破上限75% similarUnverified增加负样本描述（When NOT to Use）能明确 Skill 的决策边界，显著减少误触发74% similarUnverifiedLonger prompts are not necessarily better; irrelevant filler should be removed, retaining only the information the model needs to be told.73% similarUnverifiedIf you only describe 'it's not working' without providing specific error information, the AI's troubleshooting efficiency will be significantly reduced.73% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/843820API
curl https://kongchang.com/api/v1/knowledge/claims/843820MCP
get_claim(id=843820)