Review privacy, bias, and unfair assumptions
Unit ID: AIT-M03-U03 Estimated active time: 15-20 minutes
The main idea
A useful output can still create harm if it exposes private details or makes unfair assumptions.
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
Remove private details and challenge assumptions about people or groups.
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
A tool suggests why a student is late without evidence.
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
Remove private details and challenge assumptions about people or groups.
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 use AI output to guess motives, ability, health, honesty, or character.
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
Mark any sentence that reveals private information or makes an unsupported judgement about a person.
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?