Making AI Critique and Improve Its Own Answer

An AI's first draft is rarely its best. One of the most useful habits you can build is a quick review round: ask the AI to criticise its own answer, then fix what it found. It takes one extra message and often improves the result a lot.

Why this works

When the AI writes a draft, it is focused on producing text. When you ask it to review, it switches to looking for problems. It is often good at spotting unclear sentences, missing steps, weak arguments and inconsistencies, even in its own writing.

It is not a replacement for your own checking. A review round catches many problems, but the AI can still miss factual errors it does not know are errors. Numbers, rules and sources still need you (see the fact-checking lesson in the first course).

The basic review prompt

After any important draft, send:

Review your answer above as a strict editor. List the 5 biggest weaknesses:
anything unclear, missing, too long, or likely to be misunderstood. Then
write an improved version that fixes them.

Review from the reader's side

Ask the AI to read as the person who will receive it:

Read the email above as the client, who is annoyed about the late delivery.
What would make them more annoyed? What questions would they still have?
Then rewrite the email to address those points.

This is especially useful for complaints, sales messages, announcements and anything going to senior people.

Review against a checklist

If you know what "good" looks like, give the checklist:

Check the job description above against this list and mark each item
Pass or Fail with a one-line reason:
- Clear job title and location
- Responsibilities in bullet points
- Must-have vs nice-to-have skills separated
- Salary range or "as per industry" stated
- No biased or exclusionary language
Then fix every Fail.

Ask what it is unsure about

For factual or technical answers:

Which parts of your answer are you least confident about? For each one,
tell me how I can verify it.

This turns hidden guesses into a list of things for you to check.

Compare two versions

When you have two drafts (yours and the AI's, or two AI versions):

Compare draft A and draft B below for a busy manager. Which is clearer
and why? Then combine the best parts into one final version.

Do not loop forever

One or two review rounds are usually enough. After that, the AI tends to make changes for the sake of change, and the text can get longer and blander. When the review finds only small things, stop and finish it yourself.

Practice task

Take one draft you wrote with AI in a previous lesson. Run two different reviews on it: the strict editor review and the reader's-side review. Compare the three versions (original, after review 1, after review 2) and keep the best.

Key takeaways

• A quick review round often improves an AI draft significantly.
• Review as a strict editor, as the reader, or against your own checklist.
• Ask what the AI is unsure about, then verify those parts yourself.
• One or two rounds is enough; after that, finish it yourself.