# Simon Willison 指出使用 LLM 改写自然语言文本没有无损转换，每次改写都会改变原意，作者必须对最终内容负责

- 来源：Simon Willison
- 发布时间：2026-08-12 07:48
- AIWatch 分数：62
- AIWatch 标记：未精选
- AIWatch 链接：https://aiwatch.icu/events/evt_01kzsmt789jr99set2389ytk5s
- 原文链接：https://simonwillison.net/2026/Aug/11/there-are-no-lossless-transformations-of-natural-language-text/#atom-everything

## 精选理由

常规快讯，保留列表

## AI 摘要

Simon Willison 指出使用 LLM 改写自然语言文本没有无损转换，每次改写都会改变原意，作者必须对最终内容负责。

## 正文

There are no lossless transformations of natural-language text

If you chose to have LLMs help massage your writing the following rule seems crucial to me:

You must stand behind every idea and every sentence in your docs. It is your responsibility to make sure that the entire document is representative of your own thoughts before you share it. If a reviewer asks, “What did you mean by this line?”, it’s not acceptable to reply with “Oh sorry, AI wrote that, just ignore it.” You will confuse your readers (and waste their time) if you present them things that are not genuinely representative of your thoughts.

The "no lossless transformations" idea from the post title is expanded on here:

There are no lossless transformations of natural-language text — every rewrite and rephrase changes the meaning of your writing, and if this is done by an entity that doesn’t have the most detailed mental representation of what you personally were trying to communicate, information will be lost.

Tags: writing, ai, generative-ai, llms, ai-misuse