Kyle Kingsbury：LLM 正在侵蚀对文档、软件及其背后组织的信任
Quoting Kyle Kingsbury
AI 导读
Kyle Kingsbury 在 Jepsen 对 ParticleDB 1.1.4 的测试结果中指出，LLM 的使用正在侵蚀人们对文档、软件以及生产这些软件的组织所抱有的信任。
摘要与补充说明
他认为，过去被当作成熟系统标志的信号如今更容易被伪造，工程师可能会开始对任何新软件项目抱有怀疑。他提出的问题是：在 LLM 时代，维护者能做什么来确保软件正确、文档准确，以及在完成这些工作后又如何向用户证明其质量。
正文
1st November 2026
More broadly, the use of LLMs erodes trust in documentation, in software, and in the organizations which produce them. Perhaps engineers will begin to treat any new software project with suspicion—the signals we used to rely on as markers of a mature system are now easier to counterfeit. [...]
In the age of LLMs, what can maintainers do to ensure correct software and accurate documentation? Having done that work, how can they demonstrate its quality to users?
— Kyle Kingsbury, Jepsen results for ParticleDB 1.1.4