AI Bias Worksheet for Kids

AI for students lesson 7: Bias: when data is unfair · Set 915 · 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.🖼️ 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
2. 2.True or false: “test on many groups” helps reduce bias. (a) False (b) True
3. 3.🔍 Which is the odd one out? (a) test on one group only (b) ignore complaints (c) add more of the same (d) test on many groups
4. 4.⚖️ One-sided or balanced data: a voice app trained only on adult voices? (a) one-sided data (b) balanced data
5. 5.True or false: “ignore complaints” adds to bias. (a) False (b) True
6. 6.Which of these helps reduce bias? (a) skip testing (b) test on one group only (c) add varied examples (d) ignore complaints
7. 7.⚖️ Where does bias in an AI system usually come from? (a) its screen size (b) the weather (c) its colour (d) its training data
8. 8.⚖️ One-sided or balanced data: voices of children and adults from many regions? (a) balanced data (b) one-sided data
9. 9.True or false: a fruit sorter shown only ripe mangoes is balanced data (fairer for everyone). (a) False (b) True
10. 10.Which of these helps reduce bias? (a) add more of the same (b) skip testing (c) ignore complaints (d) test on many groups
11. 11.🔍 Which is the odd one out? (a) add varied examples (b) check who is missing (c) skip testing (d) ask different people
12. 12.🔍 Which is the odd one out? (a) add more of the same (b) ignore complaints (c) copy old unfair choices (d) balance the data
13. 13.⚖️ One-sided or balanced data: stories where every doctor is a man? (a) balanced data (b) one-sided data
14. 14.🛠️ Does this reduce bias or add to it: test on many groups? (a) reduces bias (b) adds to bias
15. 15.True or false: a handwriting app shown only neat writing is one-sided data (likely to make a biased model). (a) False (b) True
16. 16.Which of these adds to bias? (a) balance the data (b) skip testing (c) add varied examples (d) test on many groups
17. 17.⚖️ One-sided or balanced data: leaves from every season of the year? (a) one-sided data (b) balanced data
18. 18.🗣️ A voice app understands adults but not children. What is the likely reason? (a) few child voices in data (b) it was a rainy day (c) the phone was new (d) children speak too fast
19. 19.⚖️ One-sided or balanced data: photos of people of many ages and skin tones? (a) balanced data (b) one-sided data
20. 20.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
21. 21.🛠️ Does this reduce bias or add to it: add more of the same? (a) adds to bias (b) reduces bias
22. 22.True or false: leaves from every season of the year is one-sided data (likely to make a biased model). (a) True (b) False
23. 23.🔍 Which is the odd one out? (a) add more of the same (b) check who is missing (c) balance the data (d) add varied examples
24. 24.⚖️ One-sided or balanced data: photos of people from only one age group? (a) one-sided data (b) balanced data
25. 25.🔍 Which is the odd one out? (a) balance the data (b) test on many groups (c) check who is missing (d) use one group only
26. 26.🔍 Which is the odd one out? (a) ignore complaints (b) add more of the same (c) copy old unfair choices (d) ask different people
27. 27.🛠️ What helps make an AI system fairer? (a) ignoring mistakes (b) fewer tests (c) more varied data (d) one group only
28. 28.🔍 Which is the odd one out? (a) ignore complaints (b) check who is missing (c) fix wrong labels (d) ask different people
29. 29.True or false: “add more of the same” helps reduce bias. (a) True (b) False
30. 30.🛠️ Does this reduce bias or add to it: skip testing? (a) reduces bias (b) adds to bias
31. 31.🔍 Which is the odd one out? (a) fix wrong labels (b) add varied examples (c) copy old unfair choices (d) balance the data
32. 32.🛠️ Does this reduce bias or add to it: ask different people? (a) reduces bias (b) adds to bias
33. 33.⚖️ One-sided or balanced data: a leaf app trained only on summer leaves? (a) balanced data (b) one-sided data
34. 34.True or false: “check who is missing” adds to bias. (a) True (b) False
35. 35.Which of these adds to bias? (a) fix wrong labels (b) test on many groups (c) test on one group only (d) add varied examples
36. 36.True or false: “skip testing” helps reduce bias. (a) False (b) True
37. 37.🛠️ Does this reduce bias or add to it: copy old unfair choices? (a) adds to bias (b) reduces bias
38. 38.🛠️ Does this reduce bias or add to it: check who is missing? (a) adds to bias (b) reduces bias
39. 39.True or false: “test on many groups” adds to bias. (a) False (b) True
40. 40.🛠️ Does this reduce bias or add to it: fix wrong labels? (a) reduces bias (b) adds to bias

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