AI Bias Worksheet for Kids

AI for students lesson 7: Bias: when data is unfair · Set 676 · 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.🛠️ What helps make an AI system fairer? (a) one group only (b) ignoring mistakes (c) fewer tests (d) more varied data
2. 2.🛠️ Does this reduce bias or add to it: add varied examples? (a) reduces bias (b) adds to bias
3. 3.Which of these helps reduce bias? (a) use one group only (b) test on many groups (c) ignore complaints (d) test on one group only
4. 4.True or false: a fruit sorter shown only ripe mangoes is balanced data (fairer for everyone). (a) False (b) True
5. 5.True or false: “check who is missing” adds to bias. (a) False (b) True
6. 6.True or false: mangoes both raw and ripe is balanced data (fairer for everyone). (a) False (b) True
7. 7.⚖️ One-sided or balanced data: stories with doctors of every gender? (a) one-sided data (b) balanced data
8. 8.Which of these helps reduce bias? (a) balance the data (b) use one group only (c) ignore complaints (d) copy old unfair choices
9. 9.Which of these adds to bias? (a) fix wrong labels (b) skip testing (c) ask different people (d) balance the data
10. 10.🛠️ Does this reduce bias or add to it: test on one group only? (a) adds to bias (b) reduces bias
11. 11.🗣️ A voice app understands adults but not children. What is the likely reason? (a) it was a rainy day (b) the phone was new (c) few child voices in data (d) children speak too fast
12. 12.True or false: leaves from every season of the year is one-sided data (likely to make a biased model). (a) True (b) False
13. 13.Which of these helps reduce bias? (a) ask different people (b) test on one group only (c) ignore complaints (d) use one group only
14. 14.Which of these helps reduce bias? (a) check who is missing (b) copy old unfair choices (c) use one group only (d) add more of the same
15. 15.True or false: “test on many groups” helps reduce bias. (a) True (b) False
16. 16.⚖️ One-sided or balanced data: photos of people of many ages and skin tones? (a) balanced data (b) one-sided data
17. 17.🛠️ Does this reduce bias or add to it: add more of the same? (a) adds to bias (b) reduces bias
18. 18.Which of these adds to bias? (a) balance the data (b) fix wrong labels (c) use one group only (d) add varied examples
19. 19.⚖️ Where does bias in an AI system usually come from? (a) the weather (b) its screen size (c) its training data (d) its colour
20. 20.🛠️ Does this reduce bias or add to it: fix wrong labels? (a) reduces bias (b) adds to bias
21. 21.True or false: “add more of the same” helps reduce bias. (a) True (b) False
22. 22.True or false: “ask different people” adds to bias. (a) True (b) False
23. 23.True or false: a voice app trained only on adult voices is balanced data (fairer for everyone). (a) False (b) True
24. 24.⚖️ One-sided or balanced data: a voice app trained only on adult voices? (a) balanced data (b) one-sided data
25. 25.True or false: stories where every doctor is a man is balanced data (fairer for everyone). (a) True (b) False
26. 26.Which of these adds to bias? (a) test on many groups (b) ask different people (c) check who is missing (d) test on one group only
27. 27.⚖️ One-sided or balanced data: a handwriting app shown only neat writing? (a) balanced data (b) one-sided data
28. 28.🔍 Which is the odd one out? (a) use one group only (b) test on one group only (c) add more of the same (d) check who is missing
29. 29.🔍 Which is the odd one out? (a) use one group only (b) add more of the same (c) copy old unfair choices (d) add varied examples
30. 30.🛠️ Does this reduce bias or add to it: skip testing? (a) adds to bias (b) reduces bias
31. 31.⚖️ One-sided or balanced data: photos of people from only one age group? (a) balanced data (b) one-sided data
32. 32.🔍 Which is the odd one out? (a) ask different people (b) test on many groups (c) use one group only (d) balance the data
33. 33.🖼️ If an image generator always draws a scientist as a man, that shows… (a) a strong battery (b) a fair model (c) bias from data (d) a broken screen
34. 34.🔍 Which is the odd one out? (a) balance the data (b) fix wrong labels (c) test on one group only (d) ask different people
35. 35.🔍 Which is the odd one out? (a) ignore complaints (b) use one group only (c) add more of the same (d) test on many groups
36. 36.⚖️ One-sided or balanced data: mangoes both raw and ripe? (a) one-sided data (b) balanced data
37. 37.🛠️ Does this reduce bias or add to it: use one group only? (a) adds to bias (b) reduces bias
38. 38.🛠️ Does this reduce bias or add to it: test on many groups? (a) adds to bias (b) reduces bias
39. 39.True or false: “ask different people” helps reduce bias. (a) True (b) False
40. 40.🔍 Which is the odd one out? (a) balance the data (b) ask different people (c) skip testing (d) check who is missing

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