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How to Make AI Writing Look Natural and Human-Like Without Anyone Noticing

@ppoong1005
韓文2026年9月08日
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TL;DR

This article introduces Humanizer, a popular prompt framework based on Wikipedia's AI detection patterns that strips out robotic tells from AI-generated drafts while preserving the original facts and data.

Many people probably write text using AI.

But if you just ask it to "write an article about X" without giving any background or context, it usually turns out terrible like this:

돈막걸 - inline image

It looks completely obvious that it was written by AI.

However, what if you apply the following instruction guide?

돈막걸 - inline image

Sorry, it was hard to crop just that specific area.

You get a result that actually feels like a human wrote it.

This makes a massive difference.

The trick that made this transformation possible is a single skill called Humanizer.

돈막걸 - inline image

Humanizer has 40k stars on GitHub.

(Developers will know this, but it means a ton of people are looking for it... it's a very high number.)

To summarize what it does:

It uses the exact 35 patterns found in Wikipedia's "Signs of AI writing" document. It also runs twice. It rewrites the text once, checks it against the 35 patterns again, and fixes only the parts that still sound like AI.

It never alters the core content. Names, numbers, dates, and quotes are kept exactly as they were in the original text. If you provide a file, it leaves code, data, and links untouched, modifying only the sentences.

Anyone who uses AI to write rough drafts—whether for blogs or reports—should definitely check this out.

For those wondering, "Isn't this only for developers?"

I have made it so you can simply copy the content and add it to your custom instructions to apply it immediately.

Just paste it into your instructions below and you're good to go:

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