AI Bias Worksheet for Kids

AI for students lesson 7: Bias: when data is unfair · Set 829 · 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: photos of people from only one age group? (a) one-sided data (b) balanced data
2. 2.🛠️ Does this reduce bias or add to it: ignore complaints? (a) reduces bias (b) adds to bias
3. 3.🛠️ Does this reduce bias or add to it: copy old unfair choices? (a) reduces bias (b) adds to bias
4. 4.Which of these adds to bias? (a) ask different people (b) test on many groups (c) copy old unfair choices (d) add varied examples
5. 5.True or false: “ask different people” helps reduce bias. (a) True (b) False
6. 6.🛠️ Does this reduce bias or add to it: test on one group only? (a) reduces bias (b) adds to bias
7. 7.⚖️ One-sided or balanced data: voices of children and adults from many regions? (a) one-sided data (b) balanced data
8. 8.Which of these adds to bias? (a) ignore complaints (b) add varied examples (c) balance the data (d) check who is missing
9. 9.🔍 Which is the odd one out? (a) test on one group only (b) ignore complaints (c) test on many groups (d) copy old unfair choices
10. 10.⚖️ One-sided or balanced data: stories with doctors of every gender? (a) one-sided data (b) balanced data
11. 11.🔍 Which is the odd one out? (a) copy old unfair choices (b) skip testing (c) add more of the same (d) check who is missing
12. 12.⚖️ One-sided or balanced data: mangoes both raw and ripe? (a) one-sided data (b) balanced data
13. 13.🛠️ Does this reduce bias or add to it: check who is missing? (a) adds to bias (b) reduces bias
14. 14.True or false: photos of people from only one age group is balanced data (fairer for everyone). (a) True (b) False
15. 15.Which of these helps reduce bias? (a) balance the data (b) test on one group only (c) skip testing (d) copy old unfair choices
16. 16.Which of these helps reduce bias? (a) test on one group only (b) skip testing (c) add varied examples (d) copy old unfair choices
17. 17.⚖️ One-sided or balanced data: a voice app trained only on adult voices? (a) one-sided data (b) balanced data
18. 18.True or false: photos of people of many ages and skin tones is balanced data (fairer for everyone). (a) False (b) True
19. 19.Which of these helps reduce bias? (a) use one group only (b) check who is missing (c) test on one group only (d) copy old unfair choices
20. 20.🛠️ Does this reduce bias or add to it: add varied examples? (a) adds to bias (b) reduces bias
21. 21.True or false: “add varied examples” adds to bias. (a) False (b) True
22. 22.True or false: “fix wrong labels” helps reduce bias. (a) True (b) False
23. 23.⚖️ One-sided or balanced data: stories where every doctor is a man? (a) balanced data (b) one-sided data
24. 24.⚖️ One-sided or balanced data: leaves from every season of the year? (a) one-sided data (b) balanced data
25. 25.True or false: “use one group only” helps reduce bias. (a) False (b) True
26. 26.🔍 Which is the odd one out? (a) ignore complaints (b) fix wrong labels (c) ask different people (d) balance the data
27. 27.Which of these adds to bias? (a) test on one group only (b) balance the data (c) ask different people (d) check who is missing
28. 28.Which of these helps reduce bias? (a) use one group only (b) skip testing (c) ignore complaints (d) test on many groups
29. 29.True or false: a handwriting app shown only neat writing is balanced data (fairer for everyone). (a) False (b) True
30. 30.🔍 Which is the odd one out? (a) ignore complaints (b) add more of the same (c) skip testing (d) balance the data
31. 31.⚖️ One-sided or balanced data: a fruit sorter shown only ripe mangoes? (a) one-sided data (b) balanced data
32. 32.🔍 Which is the odd one out? (a) add varied examples (b) ask different people (c) copy old unfair choices (d) check who is missing
33. 33.🛠️ What helps make an AI system fairer? (a) more varied data (b) one group only (c) fewer tests (d) ignoring mistakes
34. 34.True or false: “test on one group only” adds to bias. (a) False (b) True
35. 35.True or false: a voice app trained only on adult voices is one-sided data (likely to make a biased model). (a) False (b) True
36. 36.Which of these adds to bias? (a) add varied examples (b) add more of the same (c) check who is missing (d) test on many groups
37. 37.🛠️ Does this reduce bias or add to it: fix wrong labels? (a) reduces bias (b) adds to bias
38. 38.Which of these adds to bias? (a) test on many groups (b) fix wrong labels (c) balance the data (d) use one group only
39. 39.⚖️ One-sided or balanced data: a handwriting app shown only neat writing? (a) one-sided data (b) balanced data
40. 40.True or false: “check who is missing” adds to bias. (a) False (b) True

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