AI Bias Worksheet for Kids

AI for students lesson 7: Bias: when data is unfair · Set 196 · 40 questions

AI tip (Fair data, fairer AI): Bias usually comes from the training data: if a group is missing or shown in only one way, the model copies that. One-sided data: one age group, only ripe mangoes, only adult voices, only neat handwriting. Balanced data: many ages, colours, voices, regions and styles. Reduce bias: add varied examples, check who is missing, test on many groups, fix wrong labels and listen to complaints.

1. 1.⚖️ One-sided or balanced data: a handwriting app shown only neat writing? (a) balanced data (b) one-sided data
2. 2.⚖️ One-sided or balanced data: leaves from every season of the year? (a) one-sided data (b) balanced data
3. 3.True or false: stories where every doctor is a man is balanced data (fairer for everyone). (a) True (b) False
4. 4.🛠️ Does this reduce bias or add to it: check who is missing? (a) adds to bias (b) reduces bias
5. 5.🛠️ Does this reduce bias or add to it: use one group only? (a) adds to bias (b) reduces bias
6. 6.🔍 Which is the odd one out? (a) copy old unfair choices (b) add varied examples (c) balance the data (d) ask different people
7. 7.🗣️ A voice app understands adults but not children. What is the likely reason? (a) children speak too fast (b) it was a rainy day (c) few child voices in data (d) the phone was new
8. 8.⚖️ Where does bias in an AI system usually come from? (a) its colour (b) the weather (c) its screen size (d) its training data
9. 9.🔍 Which is the odd one out? (a) add more of the same (b) skip testing (c) ignore complaints (d) ask different people
10. 10.🛠️ Does this reduce bias or add to it: ask different people? (a) reduces bias (b) adds to bias
11. 11.🛠️ Does this reduce bias or add to it: test on many groups? (a) adds to bias (b) reduces bias
12. 12.Which of these adds to bias? (a) ask different people (b) add varied examples (c) test on one group only (d) test on many groups
13. 13.🔍 Which is the odd one out? (a) add varied examples (b) skip testing (c) copy old unfair choices (d) add more of the same
14. 14.True or false: “ask different people” adds to bias. (a) True (b) False
15. 15.🛠️ Does this reduce bias or add to it: add varied examples? (a) adds to bias (b) reduces bias
16. 16.🖼️ If an image generator always draws a scientist as a man, that shows… (a) a strong battery (b) a broken screen (c) a fair model (d) bias from data
17. 17.True or false: leaves from every season of the year is balanced data (fairer for everyone). (a) False (b) True
18. 18.🔍 Which is the odd one out? (a) ignore complaints (b) check who is missing (c) use one group only (d) test on one group only
19. 19.True or false: “test on many groups” adds to bias. (a) False (b) True
20. 20.True or false: “use one group only” helps reduce bias. (a) False (b) True
21. 21.🛠️ What helps make an AI system fairer? (a) one group only (b) more varied data (c) ignoring mistakes (d) fewer tests
22. 22.Which of these helps reduce bias? (a) copy old unfair choices (b) skip testing (c) add varied examples (d) test on one group only
23. 23.🛠️ Does this reduce bias or add to it: test on one group only? (a) reduces bias (b) adds to bias
24. 24.True or false: neat and messy writing from many people is balanced data (fairer for everyone). (a) True (b) False
25. 25.True or false: “skip testing” adds to bias. (a) False (b) True
26. 26.Which of these adds to bias? (a) check who is missing (b) ask different people (c) add varied examples (d) add more of the same
27. 27.Which of these helps reduce bias? (a) copy old unfair choices (b) use one group only (c) check who is missing (d) ignore complaints
28. 28.⚖️ One-sided or balanced data: voices of children and adults from many regions? (a) one-sided data (b) balanced data
29. 29.🔍 Which is the odd one out? (a) use one group only (b) skip testing (c) test on many groups (d) copy old unfair choices
30. 30.Which of these adds to bias? (a) add varied examples (b) use one group only (c) ask different people (d) balance the data
31. 31.True or false: “add varied examples” adds to bias. (a) False (b) True
32. 32.🔍 Which is the odd one out? (a) skip testing (b) test on one group only (c) balance the data (d) add more of the same
33. 33.🔍 Which is the odd one out? (a) balance the data (b) test on one group only (c) test on many groups (d) fix wrong labels
34. 34.True or false: photos of people from only one age group is one-sided data (likely to make a biased model). (a) False (b) True
35. 35.⚖️ One-sided or balanced data: a leaf app trained only on summer leaves? (a) balanced data (b) one-sided data
36. 36.True or false: “use one group only” adds to bias. (a) True (b) False
37. 37.True or false: a voice app trained only on adult voices is one-sided data (likely to make a biased model). (a) True (b) False
38. 38.⚖️ One-sided or balanced data: photos of people of many ages and skin tones? (a) balanced data (b) one-sided data
39. 39.🔍 Which is the odd one out? (a) add varied examples (b) balance the data (c) check who is missing (d) skip testing
40. 40.🔍 Which is the odd one out? (a) fix wrong labels (b) add more of the same (c) balance the data (d) test on many groups

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