Knowing when NOT to use AI in AI for Everyone - Cheat Sheet & Quick Revision

Recall & Review

beginner

Why might AI not be suitable for handling sensitive personal data?

AI systems can sometimes mishandle or expose sensitive personal data, risking privacy and security. Human oversight is crucial to protect this information.

beginner

What is a key reason to avoid using AI for decisions requiring deep human empathy?

AI lacks true understanding of human emotions and context, so it cannot replace human empathy needed in sensitive decisions like counseling or conflict resolution.

intermediate

When might relying on AI lead to unfair or biased outcomes?

If AI is trained on biased data or lacks diverse perspectives, it can produce unfair results. Avoid using AI where fairness and equality are critical without checks.

intermediate

Why should AI not be used for tasks requiring creative originality or intuition?

AI generates outputs based on patterns in data but does not have true creativity or intuition. Human creativity is needed for original ideas and innovation.

advanced

What is a risk of using AI in high-stakes safety-critical systems without human checks?

AI errors in safety-critical systems (like medical devices or transportation) can cause harm. Human supervision is essential to catch mistakes and ensure safety.

When is it NOT a good idea to use AI?

A When tasks require deep human empathy

B When processing large amounts of data quickly

C When automating repetitive tasks

D When analyzing patterns in data

AI cannot truly understand human emotions, so it is not suitable for tasks needing empathy.

Why should AI be avoided for decisions involving sensitive personal information?

A AI is faster than humans

B AI always improves privacy

C AI can replace human judgment perfectly

D AI may mishandle or expose private data

AI systems can risk privacy by mishandling sensitive data, so caution is needed.

What is a common cause of AI producing biased results?

A Using diverse and balanced data

B Training AI on biased or incomplete data

C Human supervision

D Regular updates

AI learns from data; if data is biased, AI results will be biased too.

In which situation should human creativity be preferred over AI?

A Creating original art or ideas

B Generating random numbers

C Sorting emails

D Calculating sums

AI lacks true creativity and intuition needed for original artistic or innovative work.

Why is human oversight important in AI used for safety-critical systems?

A AI never makes mistakes

B AI is always slow

C Humans can catch AI errors that might cause harm

D Humans are less reliable

Human supervision helps prevent harm by catching AI mistakes in critical systems.

Explain three situations where using AI might not be appropriate and why.

Think about privacy, emotions, and fairness.

Describe why human creativity and safety oversight are important reasons to avoid relying solely on AI.

Consider creativity and safety.