Using Gen AI Responsibly

Generative AI is a strong helper, but you are still responsible for what you create and share with it.

Five Golden Rules

1. Protect private data. Do not paste passwords, CNIC numbers, bank details, medical records or company secrets into public AI tools.
2. Check before you trust. Verify facts, numbers, names and code.
3. Be honest about AI use. Follow your school's or client's rules and disclose AI help when it is expected.
4. Respect people. Never create fake images, voices or messages of real people to mislead or hurt them.
5. Keep learning. Use AI to understand, not only to copy answers.

AI at School and University

Good uses:

• Asking for a simpler explanation of a difficult topic
• Generating practice questions before an exam
• Getting feedback on your own draft
• Checking grammar in your writing

Bad uses:

• Submitting AI-written assignments as your own work when that is not allowed
• Using AI during a closed exam
• Copying answers without understanding them

A study prompt that helps you learn instead of cheating:

I am studying for my Computer Science exam.
Ask me 5 questions on loops in Python, one at a time.
Wait for my answer, tell me if I was right, and explain briefly.
Do not give the answer before I try.

AI at Work and in Freelancing

• Read the client's contract: some clients do not allow AI tools on their projects.
• Do not upload client files to tools that may train on them, unless the client agrees. Check the tool's data settings or use a business plan with data protection.
• Review and edit everything. Clients pay for quality, and you are responsible for mistakes.
• For images and music, check the tool's licence for commercial use.

Privacy Check Before Pasting

Before pasting text into an AI tool, you can remove obvious private details. Here is a simple example that hides phone numbers and email addresses:

import re

text = "Call Ali at 0300-1234567 or email ali.khan@example.com about the order."
text = re.sub(r"\b03\d{2}-?\d{7}\b", "[PHONE]", text)
text = re.sub(r"\S+@\S+\.\w+", "[EMAIL]", text)
print(text)

Call Ali at [PHONE] or email [EMAIL] about the order.

This does not catch everything, but it is a good habit.

Disclosing AI Use

When AI helped a lot, a short note keeps you honest and builds trust:

Note: I used an AI assistant to draft the outline and check
grammar. All research, final writing and fact-checking are my own.

Environmental and Social Costs

Training and running large models uses a lot of electricity and water for cooling data centres. Use AI where it really saves effort, not for everything. Also remember that some jobs are changing; the best protection is learning to use AI well while building skills AI cannot replace, like judgement, creativity and people skills.

Exercise