Unverified50% confidenceOpinionExact time
The original author, Serguey Asael Shinder, believes that the real bug is not the leak itself, but entrusting a 30% annual discount to a single sentence (the prompt) to guard.
1
Sources
50%
Confidence
Long-term
Relevance
10/16/2026
First Seen
Sources
Related Entities
Related Claims
Unverified提示词腐坏（prompt rot）是指提示词中嵌入的事实性内容（如价格、政策、排期）会随时间在无任何报错的情况下变得不准确，而模型仍会以相同的自信度输出答案。59% similarUnverified'Number of open PRs' is a vanity metric: easy to count but unable to genuinely reflect bug-fix outcomes.57% similarUnverifiedThe real risk is not that someone runs a fake command and gets an error, but that someone reads it and opens CLAUDE.md to manually delete those instructions that "feel outdated," thereby breaking the real prompt system.56% similarUnverifiedRule rot is the most common degradation pattern in long-term use of a memory system; its cause is that the cost of writing is low while the cost of cleaning up is high, and as entries increase, the recall probability distribution during retrieval is diluted.53% similarUnverifiedRAG can reduce hallucination risk by citing source documents, but cannot eliminate it entirely.52% similar
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