AI Bias Worksheet for Kids

AI for students lesson 7: Bias: when data is unfair · Set 955 · 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.True or false: “balance the data” adds to bias. (a) True (b) False
2. 2.True or false: “add more of the same” helps reduce bias. (a) True (b) False
3. 3.True or false: stories where every doctor is a man is one-sided data (likely to make a biased model). (a) False (b) True
4. 4.⚖️ One-sided or balanced data: a leaf app trained only on summer leaves? (a) one-sided data (b) balanced data
5. 5.🛠️ Does this reduce bias or add to it: fix wrong labels? (a) adds to bias (b) reduces bias
6. 6.Which of these helps reduce bias? (a) add more of the same (b) test on one group only (c) check who is missing (d) skip testing
7. 7.🛠️ Does this reduce bias or add to it: add more of the same? (a) reduces bias (b) adds to bias
8. 8.⚖️ One-sided or balanced data: mangoes both raw and ripe? (a) balanced data (b) one-sided data
9. 9.True or false: “check who is missing” adds to bias. (a) True (b) False
10. 10.⚖️ One-sided or balanced data: neat and messy writing from many people? (a) one-sided data (b) balanced data
11. 11.⚖️ One-sided or balanced data: photos of people of many ages and skin tones? (a) one-sided data (b) balanced data
12. 12.🛠️ What helps make an AI system fairer? (a) more varied data (b) ignoring mistakes (c) one group only (d) fewer tests
13. 13.🔍 Which is the odd one out? (a) test on many groups (b) ask different people (c) fix wrong labels (d) use one group only
14. 14.True or false: “test on one group only” adds to bias. (a) False (b) True
15. 15.True or false: mangoes both raw and ripe is balanced data (fairer for everyone). (a) False (b) True
16. 16.True or false: a fruit sorter shown only ripe mangoes is one-sided data (likely to make a biased model). (a) False (b) True
17. 17.🔍 Which is the odd one out? (a) add more of the same (b) fix wrong labels (c) use one group only (d) skip testing
18. 18.Which of these helps reduce bias? (a) ignore complaints (b) use one group only (c) copy old unfair choices (d) fix wrong labels
19. 19.⚖️ One-sided or balanced data: photos of people from only one age group? (a) balanced data (b) one-sided data
20. 20.Which of these helps reduce bias? (a) test on many groups (b) test on one group only (c) add more of the same (d) use one group only
21. 21.Which of these adds to bias? (a) skip testing (b) check who is missing (c) test on many groups (d) ask different people
22. 22.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
23. 23.🛠️ Does this reduce bias or add to it: skip testing? (a) reduces bias (b) adds to bias
24. 24.🖼️ If an image generator always draws a scientist as a man, that shows… (a) bias from data (b) a strong battery (c) a fair model (d) a broken screen
25. 25.Which of these helps reduce bias? (a) add more of the same (b) copy old unfair choices (c) use one group only (d) balance the data
26. 26.🛠️ Does this reduce bias or add to it: copy old unfair choices? (a) reduces bias (b) adds to bias
27. 27.True or false: stories with doctors of every gender is balanced data (fairer for everyone). (a) True (b) False
28. 28.True or false: a fruit sorter shown only ripe mangoes is balanced data (fairer for everyone). (a) True (b) False
29. 29.⚖️ One-sided or balanced data: a handwriting app shown only neat writing? (a) balanced data (b) one-sided data
30. 30.🔍 Which is the odd one out? (a) check who is missing (b) test on one group only (c) balance the data (d) fix wrong labels
31. 31.True or false: neat and messy writing from many people is balanced data (fairer for everyone). (a) True (b) False
32. 32.Which of these adds to bias? (a) test on one group only (b) ask different people (c) balance the data (d) test on many groups
33. 33.🔍 Which is the odd one out? (a) copy old unfair choices (b) add varied examples (c) test on one group only (d) use one group only
34. 34.🛠️ Does this reduce bias or add to it: test on one group only? (a) adds to bias (b) reduces bias
35. 35.True or false: “test on many groups” adds to bias. (a) False (b) True
36. 36.🗣️ 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) children speak too fast (d) few child voices in data
37. 37.⚖️ One-sided or balanced data: a fruit sorter shown only ripe mangoes? (a) one-sided data (b) balanced data
38. 38.True or false: “use one group only” adds to bias. (a) False (b) True
39. 39.True or false: stories where every doctor is a man is balanced data (fairer for everyone). (a) True (b) False
40. 40.Which of these helps reduce bias? (a) skip testing (b) use one group only (c) copy old unfair choices (d) ask different people

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