AI Bias Worksheet for Kids

AI for students lesson 7: Bias: when data is unfair · Set 267 · 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.🔍 Which is the odd one out? (a) fix wrong labels (b) balance the data (c) skip testing (d) ask different people
2. 2.Which of these helps reduce bias? (a) skip testing (b) add more of the same (c) ignore complaints (d) fix wrong labels
3. 3.True or false: stories with doctors of every gender is one-sided data (likely to make a biased model). (a) False (b) True
4. 4.⚖️ One-sided or balanced data: stories with doctors of every gender? (a) one-sided data (b) balanced data
5. 5.Which of these adds to bias? (a) add varied examples (b) test on one group only (c) test on many groups (d) ask different people
6. 6.⚖️ One-sided or balanced data: neat and messy writing from many people? (a) balanced data (b) one-sided data
7. 7.⚖️ One-sided or balanced data: stories where every doctor is a man? (a) one-sided data (b) balanced data
8. 8.True or false: a handwriting app shown only neat writing is balanced data (fairer for everyone). (a) True (b) False
9. 9.Which of these helps reduce bias? (a) add more of the same (b) test on one group only (c) ignore complaints (d) balance the data
10. 10.⚖️ One-sided or balanced data: photos of people from only one age group? (a) one-sided data (b) balanced data
11. 11.🛠️ Does this reduce bias or add to it: check who is missing? (a) reduces bias (b) adds to bias
12. 12.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
13. 13.Which of these helps reduce bias? (a) use one group only (b) copy old unfair choices (c) test on one group only (d) test on many groups
14. 14.🛠️ Does this reduce bias or add to it: use one group only? (a) reduces bias (b) adds to bias
15. 15.⚖️ Where does bias in an AI system usually come from? (a) its screen size (b) the weather (c) its training data (d) its colour
16. 16.🗣️ 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) the phone was new (d) it was a rainy day
17. 17.🔍 Which is the odd one out? (a) ask different people (b) check who is missing (c) balance the data (d) add more of the same
18. 18.🖼️ If an image generator always draws a scientist as a man, that shows… (a) a fair model (b) bias from data (c) a broken screen (d) a strong battery
19. 19.Which of these adds to bias? (a) test on many groups (b) add more of the same (c) ask different people (d) add varied examples
20. 20.🔍 Which is the odd one out? (a) test on one group only (b) balance the data (c) add varied examples (d) fix wrong labels
21. 21.True or false: photos of people of many ages and skin tones is one-sided data (likely to make a biased model). (a) True (b) False
22. 22.⚖️ One-sided or balanced data: voices of children and adults from many regions? (a) one-sided data (b) balanced data
23. 23.True or false: voices of children and adults from many regions is one-sided data (likely to make a biased model). (a) False (b) True
24. 24.🔍 Which is the odd one out? (a) add more of the same (b) fix wrong labels (c) test on one group only (d) skip testing
25. 25.Which of these adds to bias? (a) skip testing (b) add varied examples (c) ask different people (d) check who is missing
26. 26.🛠️ What helps make an AI system fairer? (a) fewer tests (b) more varied data (c) ignoring mistakes (d) one group only
27. 27.🔍 Which is the odd one out? (a) balance the data (b) add varied examples (c) copy old unfair choices (d) ask different people
28. 28.⚖️ One-sided or balanced data: a voice app trained only on adult voices? (a) one-sided data (b) balanced data
29. 29.Which of these helps reduce bias? (a) skip testing (b) ignore complaints (c) use one group only (d) ask different people
30. 30.⚖️ One-sided or balanced data: a handwriting app shown only neat writing? (a) one-sided data (b) balanced data
31. 31.True or false: “use one group only” helps reduce bias. (a) True (b) False
32. 32.🔍 Which is the odd one out? (a) copy old unfair choices (b) skip testing (c) add varied examples (d) ignore complaints
33. 33.🛠️ Does this reduce bias or add to it: test on one group only? (a) reduces bias (b) adds to bias
34. 34.True or false: voices of children and adults from many regions is balanced data (fairer for everyone). (a) False (b) True
35. 35.🛠️ Does this reduce bias or add to it: ignore complaints? (a) reduces bias (b) adds to bias
36. 36.⚖️ One-sided or balanced data: mangoes both raw and ripe? (a) balanced data (b) one-sided data
37. 37.Which of these helps reduce bias? (a) copy old unfair choices (b) check who is missing (c) test on one group only (d) use one group only
38. 38.🔍 Which is the odd one out? (a) skip testing (b) add more of the same (c) check who is missing (d) use one group only
39. 39.🛠️ Does this reduce bias or add to it: add more of the same? (a) reduces bias (b) adds to bias
40. 40.True or false: “balance the data” helps reduce bias. (a) False (b) True

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