Editing an AI draft so it reads like you wrote it

Tell one: every sentence is the same length

Human writing varies. A long clause-heavy sentence is followed by four words. Machine prose settles into a narrow band, usually 18 to 25 words, paragraph after paragraph. The effect is a flat metronome rhythm that tires a reader without giving them anything to hold on to.

The fix is mechanical: read a paragraph aloud and break the longest sentence in two, then merge two short adjacent ones elsewhere. Deliberately leave one very short sentence per paragraph. It lands.

Tell two: stock connectives and framing phrases

Phrases such as "in today's fast-paced world", "it is important to note that", "delve into", "navigate the complexities of", "plays a crucial role in" and "in conclusion" appear far more often in generated text than in edited human writing. They occupy space without adding information.

Delete them rather than replacing them. Almost every sentence survives the removal of its opening frame, and most get stronger. "It is important to note that costs rose 12%" becomes "Costs rose 12%."

Tell three: hedged, unfalsifiable claims

Generated drafts hedge by default: things "can potentially help", results "may vary depending on context", something "is often considered". Hedging is honest when uncertainty is real and evasive when it is filler.

Go through every hedge and decide: is there real uncertainty? If yes, name it precisely — who says otherwise, and under what conditions. If no, state the claim plainly. This is the single edit that most changes how authoritative a piece reads.

Tell four: no specifics that only you could know

A model cannot invent your Tuesday. Human writing is anchored by particulars: a number you measured, a tool you cursed at, a date, a name, an objection a colleague raised.

Add two or three genuine specifics per section. This is also the quickest way to make a piece more useful, because specifics are what readers take away and act on.

• Replace "significant savings" with the actual figure and period.
• Replace "stakeholders" with the real role: plant controller, category buyer, auditor.
• Name the version, system or constraint you were working within.

The fifteen-minute editing pass

Run these steps in order. Each one is fast and independently useful.

• Cut the first sentence of the piece if it only announces the topic.
• Delete every stock frame and "in conclusion"-style signpost.
• Break or merge sentences so paragraph rhythm varies audibly.
• Resolve every hedge into a plain claim or a named uncertainty.
• Insert two real specifics per section.
• Read the whole thing aloud once. Fix anything you stumble over.

On detectors, and on being straight about it

AI-detection tools estimate how predictable text is; they are noisy in both directions and regularly flag careful human writing, particularly by non-native English speakers. Treat a score as a weak hint about flat rhythm and generic phrasing, never as proof of anything.

More importantly, editing is not a substitute for disclosure. If a university, client or employer asks whether you used generative tools, answer honestly. Use editing to make work clearer and more yours, not to misrepresent how it was made.

Frequently asked questions

Do synonym swaps help?

Very little. The recognisable patterns are rhythm, hedging and absent specifics — none of which change when you replace a word with a thesaurus entry.

Are AI detectors reliable?

No. Published false-positive rates are high enough that no serious decision should rest on a detector score alone, and they penalise plain, consistent prose.

Is it acceptable to use AI for a first draft?

In many settings yes, provided you verify the facts, do the thinking yourself and disclose the use when it is asked for or expected.