AI Bias Worksheet for Kids

AI for students lesson 7: Bias: when data is unfair · Set 348 · 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: stories with doctors of every gender is one-sided data (likely to make a biased model). (a) True (b) False
2. 2.Which of these adds to bias? (a) balance the data (b) copy old unfair choices (c) ask different people (d) add varied examples
3. 3.🖼️ If an image generator always draws a scientist as a man, that shows… (a) bias from data (b) a fair model (c) a strong battery (d) a broken screen
4. 4.⚖️ One-sided or balanced data: stories where every doctor is a man? (a) one-sided data (b) balanced data
5. 5.⚖️ Where does bias in an AI system usually come from? (a) its training data (b) its screen size (c) the weather (d) its colour
6. 6.True or false: “copy old unfair choices” adds to bias. (a) True (b) False
7. 7.Which of these adds to bias? (a) ask different people (b) check who is missing (c) test on one group only (d) add varied examples
8. 8.⚖️ One-sided or balanced data: neat and messy writing from many people? (a) one-sided data (b) balanced data
9. 9.True or false: “ask different people” helps reduce bias. (a) False (b) True
10. 10.🔍 Which is the odd one out? (a) add varied examples (b) test on many groups (c) balance the data (d) use one group only
11. 11.🔍 Which is the odd one out? (a) copy old unfair choices (b) ask different people (c) check who is missing (d) fix wrong labels
12. 12.🛠️ Does this reduce bias or add to it: test on one group only? (a) adds to bias (b) reduces bias
13. 13.True or false: “fix wrong labels” helps reduce bias. (a) True (b) False
14. 14.🛠️ Does this reduce bias or add to it: ignore complaints? (a) adds to bias (b) reduces bias
15. 15.Which of these helps reduce bias? (a) fix wrong labels (b) add more of the same (c) copy old unfair choices (d) use one group only
16. 16.🔍 Which is the odd one out? (a) test on many groups (b) add more of the same (c) balance the data (d) check who is missing
17. 17.🛠️ Does this reduce bias or add to it: add varied examples? (a) adds to bias (b) reduces bias
18. 18.⚖️ One-sided or balanced data: a fruit sorter shown only ripe mangoes? (a) one-sided data (b) balanced data
19. 19.Which of these adds to bias? (a) fix wrong labels (b) use one group only (c) check who is missing (d) balance the data
20. 20.True or false: “copy old unfair choices” helps reduce bias. (a) True (b) False
21. 21.🛠️ Does this reduce bias or add to it: copy old unfair choices? (a) reduces bias (b) adds to bias
22. 22.🗣️ A voice app understands adults but not children. What is the likely reason? (a) few child voices in data (b) the phone was new (c) it was a rainy day (d) children speak too fast
23. 23.Which of these adds to bias? (a) test on many groups (b) add varied examples (c) balance the data (d) skip testing
24. 24.⚖️ One-sided or balanced data: a leaf app trained only on summer leaves? (a) one-sided data (b) balanced data
25. 25.True or false: “ignore complaints” helps reduce bias. (a) True (b) False
26. 26.Which of these helps reduce bias? (a) test on one group only (b) skip testing (c) test on many groups (d) add more of the same
27. 27.🛠️ Does this reduce bias or add to it: fix wrong labels? (a) reduces bias (b) adds to bias
28. 28.True or false: a leaf app trained only on summer leaves is one-sided data (likely to make a biased model). (a) False (b) True
29. 29.🛠️ Does this reduce bias or add to it: test on many groups? (a) reduces bias (b) adds to bias
30. 30.🛠️ Does this reduce bias or add to it: balance the data? (a) adds to bias (b) reduces bias
31. 31.⚖️ One-sided or balanced data: leaves from every season of the year? (a) one-sided data (b) balanced data
32. 32.True or false: a handwriting app shown only neat writing is one-sided data (likely to make a biased model). (a) False (b) True
33. 33.True or false: leaves from every season of the year is one-sided data (likely to make a biased model). (a) True (b) False
34. 34.Which of these adds to bias? (a) test on many groups (b) fix wrong labels (c) ask different people (d) add more of the same
35. 35.True or false: “add more of the same” helps reduce bias. (a) True (b) False
36. 36.🔍 Which is the odd one out? (a) copy old unfair choices (b) ignore complaints (c) test on one group only (d) add varied examples
37. 37.True or false: “add varied examples” helps reduce bias. (a) False (b) True
38. 38.🔍 Which is the odd one out? (a) skip testing (b) copy old unfair choices (c) test on one group only (d) balance the data
39. 39.🔍 Which is the odd one out? (a) copy old unfair choices (b) test on many groups (c) test on one group only (d) use one group only
40. 40.True or false: photos of people of many ages and skin tones is balanced data (fairer for everyone). (a) True (b) False

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