The 10-Minute De-Robot Edit

Most AI drafts don't need rewriting. They need editing. The structure is usually fine and the facts are usually close. What gives them away is a layer of habits on the surface: the same safe words, the same sentence length, the same polite transitions. Strip that layer and add a few things only you know, and the draft starts to sound like a person wrote it. Because a person did.

This lesson gives you a routine you can run on any draft in about ten minutes. Do it in five separate passes. Trying to fix everything at once is how you end up rewriting the whole thing.

Before you start

Paste the draft into the AI detector and write down the score. It gives you a baseline, and the highlights show you where to look first. Then copy the draft into wherever you'll edit it. A fresh document is better than the chat window, because you'll want to see the whole piece at once.

The five passes

1. Cut the first and last sentence of every section. (2 minutes) AI drafts warm up and wind down. The opening line restates the heading and the closing line summarizes. Delete both, then see if you miss them. You usually won't.
2. Hunt the word list. (2 minutes) Search for the stock words from lesson 1.4. For each one, ask what you'd say out loud. Plays a crucial role in becomes "matters for", or the sentence goes.
3. Delete transition openers. (1 minute) Remove every Moreover and Furthermore at the start of a sentence. Keep one only if the logic breaks without it.
4. Add three things only you know. (3 minutes) A number from your own work. A name, place or date. One opinion you'd defend. This pass does more than the other four combined.
5. Read it aloud and fix the rhythm. (2 minutes) Where you run out of breath, split. Where it sounds choppy, join. Leave at least one sentence under six words per paragraph. Lesson 3.4 covers the read-aloud test in more depth.

Before and after

Look at what changed. The edited version is shorter. It names a month and a number. It uses "I" and "we". It has an opinion hiding in the last line. And the sentence lengths run 14, 5 and 13 words instead of two long, even ones.

It's also a different claim. The draft said something vague about all companies. The edit says something true about one team. That's usually the real change behind a good edit: from general to specific.

What not to do

• Don't use a "humanizer" tool to swap synonyms. Tools that replace words at random produce text that reads strangely and often changes the meaning. Detectors increasingly catch that pattern too.
• Don't add typos on purpose. It makes you look careless and doesn't fool modern detectors, which look at much more than spelling.
• Don't ask the AI to "make it sound more human". You'll get exclamation marks and forced casual phrases. Edit it yourself, using the passes above.

After the edit

Paste the result back into the AI detector and compare it with your baseline. If one signal is still high, the lessons in this module go deeper on each: sentence rhythm, specific details and the read-aloud test.