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Simon Willison 博客· Simon Willison 博客·· 2026-07-17精选AI 评分72

LLM cliché highlighter:一款识别AI写作套话的检测工具

AI 导读

Simon Willison 用 Fable 5 开发了一款 LLM cliché highlighter 应用,用于高亮 LLM 生成文本中常见的十种套话模式,例如“no fluff, no filler, no jargon”这类陈词滥调。该工具旨在帮助读者快速识别并过滤掉充斥在文章中的 AI 写作风格化表达。

推荐理由

Simon 做了一个小工具,能一键揪出 LLM 生成文本里的“陈词滥调”,看完后你可能会克制用“真香”写标题。

正文

Tool LLM cliché highlighter — View Mozilla Bugzilla bug reports and other articles for clichéd phrasing commonly associated with AI-generated writing. Paste text directly into the page, load content from a URL via the Jina Reader proxy, or use the example loader to see the tool in action.

I got frustrated reading yet another article that was crammed with the clichés of LLM-generated writing - "no fluff, no filler, no jargon" type stuff - so I had Fable 5 vibe code up this app for highlighting ten common patterns that show up in that sort of writing.

Screenshot of a text-analysis web tool. Top summary row: "2 matches", "1 flagged sentence", "0 chain items". Below, a collapsed "▶ Patterns · all 11 on" panel, then a URL input reading "https://example.com/article — fetched via r.jina.ai" with a "Load URL" button. A text area contains "That loss is real and it's worth naming". Below are "Load example" and "Clear" buttons and a checked checkbox "Show just the highlights". A "Highlighted text" section shows "That loss is real and it's worth naming" with "That loss" in pale yellow (flagged sentence) and "is real and" plus "'s worth naming" in darker yellow (pattern match). Legend: "flagged sentence", "pattern match", "3 chain item count". "Matches" section: 1. "is real and" — "Is real … and / not"; 2. "'s worth naming" — "Worth naming".

来源:Simon Willison 博客 · simonwillison.net