Unverified50% confidenceSolutionExact time
The three common ways prompts fail are: describing feelings rather than tasks, allowing the model to fill in the blanks on its own, and never specifying the criteria for completion.
1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe primary failure mode of early language models on intent understanding tasks was 'literal execution' rather than 'intent execution,' meaning they strictly followed literal instructions while ignoring the business outcomes the user actually expected.76% similarUnverified纯写死规则的意图识别方案泛化能力差，用户换一种说法就识别失败74% similarUnverifiedThe true failure mode in verbatim-quotation tasks is disagreement over sentence-boundary judgment, not typo correction.74% similarUnverifiedRouting failures can be categorized into three types: retrieval miss, model misjudgment, and missing skill — the remediation paths for these three types are completely different.74% similarUnverifiedTool Calling存在三大核心痛点：描述繁复、调用不稳定、缺乏统一标准72% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1005249API
curl https://kongchang.com/api/v1/knowledge/claims/1005249MCP
get_claim(id=1005249)