Kyle Kingsbury：LLM 时代如何证明软件与文档的可信度

Quoting Kyle Kingsbury

AI 导读

Kyle Kingsbury 在 Jepsen 对 ParticleDB 1.1.4 的结果中指出，LLM 的广泛使用正在侵蚀人们对文档、软件及其生产组织的信任，过去用以判断系统成熟度的信号如今更易伪造。他提出疑问：维护者如何确保软件正确、文档准确，并向用户证明其质量。

正文 · 原文

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

来源： Simon Willison · simonwillison.net