Human review for important decisions
Unit ID: AIT-M11-U03 Estimated active time: 15-20 minutes
The main idea
Some outputs need human or expert review before use.
This matters because everyday AI tools can produce useful work very quickly. Speed is helpful, but speed can also make us skip judgement.
In this unit, keep the Module 1 rule in mind:
AI can assist. You still review and decide.
Why this matters
Define when manager, expert, legal, financial, medical, HR, or academic review is required.
When you give clear instructions and review the result, the tool becomes easier to use responsibly. When you skip the habit, the tool may produce something polished but unsuitable.
Safe example
AI can help prepare questions for a policy review, but it should not make the policy decision.
This is a safe learning example because it does not require private, confidential, personal, customer, student, employee, legal, medical, financial, or sensitive information.
Better working habit
Define when manager, expert, legal, financial, medical, HR, or academic review is required.
Write the habit down before you use the tool. A short habit is easier to remember than a long rule.
What to watch for
Do not let AI make decisions that affect rights, money, health, education, jobs, or safety.
If you notice this problem, slow down. You can edit the prompt, ask a follow-up question, review manually, or reject the output.
Mini practice
Create human-review triggers for five task types.
Write your answer in 3-6 sentences or a short table. Keep it safe and nonsensitive.
Check yourself
Before moving on, answer:
- What did I ask the AI tool to help with?
- What did I keep responsibility for?
- What would make this task unsafe or unsuitable?
- What would I check before using the output?