Unverified50% confidenceOpinionExact time
When users describe their requirements with only a few sentences of natural language, the code generated by AI tends to deviate from expectations, lack constraints, and be difficult to reproduce.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/17/2026
First Seen
Valid until: 12/16/2026
Sources
Related Entities
Related Claims
UnverifiedWhen users do not explicitly state their requirements, the AI tends to implement only the most basic functionality (minimum viable delivery) rather than proactively considering the completeness of common use cases.77% similarUnverifiedThe Rule mechanism has an inherent limitation: rules are essentially still natural language, and AI may forget them in long contexts due to attention dispersion75% similarUnverifiedAI在拆分需求的同时进行需求评审,不主动修改需求,而是标记表述不明确、存在歧义的地方74% similarUnverified当前的AI模型(包括Codex和Claude Code)普遍存在谄媚问题(sycophancy),倾向于迎合用户而非给出客观判断74% similar
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