AI Bias Worksheet for Kids

AI for students lesson 7: Bias: when data is unfair · Set 339 · 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: stories where every doctor is a man? (a) balanced data (b) one-sided data
2. 2.True or false: photos of people from only one age group is one-sided data (likely to make a biased model). (a) True (b) False
3. 3.True or false: “use one group only” helps reduce bias. (a) False (b) True
4. 4.⚖️ Where does bias in an AI system usually come from? (a) its screen size (b) the weather (c) its training data (d) its colour
5. 5.True or false: photos of people of many ages and skin tones is balanced data (fairer for everyone). (a) True (b) False
6. 6.🛠️ Does this reduce bias or add to it: use one group only? (a) reduces bias (b) adds to bias
7. 7.🛠️ Does this reduce bias or add to it: copy old unfair choices? (a) adds to bias (b) reduces bias
8. 8.True or false: voices of children and adults from many regions is balanced data (fairer for everyone). (a) False (b) True
9. 9.🛠️ What helps make an AI system fairer? (a) fewer tests (b) more varied data (c) one group only (d) ignoring mistakes
10. 10.⚖️ One-sided or balanced data: a voice app trained only on adult voices? (a) one-sided data (b) balanced data
11. 11.True or false: “ignore complaints” adds to bias. (a) False (b) True
12. 12.True or false: leaves from every season of the year is balanced data (fairer for everyone). (a) True (b) False
13. 13.Which of these helps reduce bias? (a) use one group only (b) skip testing (c) ignore complaints (d) fix wrong labels
14. 14.🛠️ Does this reduce bias or add to it: ask different people? (a) adds to bias (b) reduces bias
15. 15.Which of these adds to bias? (a) ask different people (b) add varied examples (c) skip testing (d) test on many groups
16. 16.True or false: leaves from every season of the year is one-sided data (likely to make a biased model). (a) True (b) False
17. 17.True or false: photos of people from only one age group is balanced data (fairer for everyone). (a) True (b) False
18. 18.🔍 Which is the odd one out? (a) skip testing (b) add more of the same (c) add varied examples (d) use one group only
19. 19.🔍 Which is the odd one out? (a) copy old unfair choices (b) test on one group only (c) add more of the same (d) balance the data
20. 20.Which of these adds to bias? (a) test on many groups (b) copy old unfair choices (c) fix wrong labels (d) check who is missing
21. 21.Which of these helps reduce bias? (a) ignore complaints (b) use one group only (c) balance the data (d) test on one group only
22. 22.Which of these helps reduce bias? (a) add more of the same (b) ask different people (c) copy old unfair choices (d) use one group only
23. 23.Which of these helps reduce bias? (a) use one group only (b) test on one group only (c) add varied examples (d) add more of the same
24. 24.True or false: “skip testing” helps reduce bias. (a) True (b) False
25. 25.🔍 Which is the odd one out? (a) use one group only (b) add more of the same (c) ask different people (d) skip testing
26. 26.⚖️ One-sided or balanced data: mangoes both raw and ripe? (a) one-sided data (b) balanced data
27. 27.🖼️ If an image generator always draws a scientist as a man, that shows… (a) a broken screen (b) bias from data (c) a strong battery (d) a fair model
28. 28.🔍 Which is the odd one out? (a) balance the data (b) add varied examples (c) check who is missing (d) copy old unfair choices
29. 29.⚖️ One-sided or balanced data: voices of children and adults from many regions? (a) one-sided data (b) balanced data
30. 30.True or false: “test on one group only” adds to bias. (a) True (b) False
31. 31.True or false: “test on one group only” helps reduce bias. (a) True (b) False
32. 32.True or false: “ask different people” adds to bias. (a) True (b) False
33. 33.🛠️ Does this reduce bias or add to it: add more of the same? (a) adds to bias (b) reduces bias
34. 34.True or false: a leaf app trained only on summer leaves is balanced data (fairer for everyone). (a) True (b) False
35. 35.⚖️ One-sided or balanced data: stories with doctors of every gender? (a) balanced data (b) one-sided data
36. 36.⚖️ One-sided or balanced data: a fruit sorter shown only ripe mangoes? (a) balanced data (b) one-sided data
37. 37.🗣️ A voice app understands adults but not children. What is the likely reason? (a) children speak too fast (b) few child voices in data (c) it was a rainy day (d) the phone was new
38. 38.⚖️ One-sided or balanced data: a handwriting app shown only neat writing? (a) one-sided data (b) balanced data
39. 39.True or false: “add more of the same” helps reduce bias. (a) True (b) False
40. 40.True or false: stories with doctors of every gender is balanced data (fairer for everyone). (a) True (b) False

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