Small Error Systemic Failure / 细小错误系统性放大
Small error systemic failure / 细小错误系统性放大 is the Hanji 924 frame that a small flaw can become total failure when the wider system is already under stress. In 《资治通鉴·汉纪》924丨1%的错误=100%的失败, the host’s “1%的错误=100%的失败” line is not treated as a literal metric; it is the episode’s way of reading how palace corruption, bad information filters, and delayed correction interact during the Yellow Turban emergency.
The mechanism is cumulative. 汉灵帝 can appoint 何进, release banned party figures, and send 卢植, 皇甫嵩, and 朱儁 to fight, but the same court lets the 十常侍 protect themselves, recode warnings, and kill or imprison corrective speakers. A minor-seeming access advantage therefore becomes a state-capacity failure.
Key Claims
- A small error becomes systemic when it is embedded in a stressed institution rather than isolated to one actor.
- In Hanji 924, the dangerous “small error” is not one mistaken order but a repeated tolerance for palace access capture.
- Corrective actions can be real yet still insufficient if the institution keeps punishing the people who name the deeper problem.
- The concept overlaps with 君臣反馈失灵 and 宫廷接触垄断, but it emphasizes amplification under crisis pressure.