---
title: "Quoting Kyle Kingsbury"
source: "Simon Willison 博客（Atom）"
source_tier: "t2"
url: "https://simonwillison.net/2026/Nov/1/kyle-kingsbury/"
permalink: "https://feed.astralor.com/items/itm_7a06514023fd7da46cc275af"
published: "2026-11-01T16:49:04.000Z"
score: 57
channel: "finance"
tags: ["LLM","Quoting Kyle Kingsbury","More","LLMs","Perhaps"]
---

# Quoting Kyle Kingsbury

## At a glance

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…

## Key points

- 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?

## Full text

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 Tags: kyle-kingsbury, llms, ai, generative-ai, ai-misuse

---

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