AI Bias Worksheet for Kids

AI for students lesson 7: Bias: when data is unfair · Set 449 · 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.🛠️ Does this reduce bias or add to it: add varied examples? (a) adds to bias (b) reduces bias
2. 2.Which of these adds to bias? (a) copy old unfair choices (b) check who is missing (c) fix wrong labels (d) test on many groups
3. 3.⚖️ One-sided or balanced data: leaves from every season of the year? (a) one-sided data (b) balanced data
4. 4.True or false: “check who is missing” adds to bias. (a) False (b) True
5. 5.Which of these adds to bias? (a) test on many groups (b) fix wrong labels (c) add varied examples (d) skip testing
6. 6.Which of these helps reduce bias? (a) add more of the same (b) skip testing (c) check who is missing (d) use one group only
7. 7.True or false: stories with doctors of every gender is balanced data (fairer for everyone). (a) True (b) False
8. 8.🗣️ A voice app understands adults but not children. What is the likely reason? (a) few child voices in data (b) children speak too fast (c) the phone was new (d) it was a rainy day
9. 9.🛠️ Does this reduce bias or add to it: balance the data? (a) adds to bias (b) reduces bias
10. 10.🔍 Which is the odd one out? (a) test on many groups (b) test on one group only (c) use one group only (d) add more of the same
11. 11.⚖️ One-sided or balanced data: a leaf app trained only on summer leaves? (a) balanced data (b) one-sided data
12. 12.🛠️ Does this reduce bias or add to it: fix wrong labels? (a) reduces bias (b) adds to bias
13. 13.🔍 Which is the odd one out? (a) test on many groups (b) balance the data (c) ask different people (d) test on one group only
14. 14.🛠️ Does this reduce bias or add to it: add more of the same? (a) reduces bias (b) adds to bias
15. 15.True or false: a fruit sorter shown only ripe mangoes is one-sided data (likely to make a biased model). (a) True (b) False
16. 16.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
17. 17.🔍 Which is the odd one out? (a) use one group only (b) copy old unfair choices (c) ignore complaints (d) check who is missing
18. 18.⚖️ One-sided or balanced data: a fruit sorter shown only ripe mangoes? (a) balanced data (b) one-sided data
19. 19.⚖️ Where does bias in an AI system usually come from? (a) the weather (b) its training data (c) its screen size (d) its colour
20. 20.🛠️ Does this reduce bias or add to it: skip testing? (a) adds to bias (b) reduces bias
21. 21.🔍 Which is the odd one out? (a) ask different people (b) balance the data (c) add varied examples (d) add more of the same
22. 22.🔍 Which is the odd one out? (a) fix wrong labels (b) skip testing (c) ask different people (d) add varied examples
23. 23.⚖️ One-sided or balanced data: photos of people of many ages and skin tones? (a) balanced data (b) one-sided data
24. 24.⚖️ One-sided or balanced data: voices of children and adults from many regions? (a) one-sided data (b) balanced data
25. 25.🔍 Which is the odd one out? (a) copy old unfair choices (b) skip testing (c) fix wrong labels (d) add more of the same
26. 26.🛠️ Does this reduce bias or add to it: check who is missing? (a) adds to bias (b) reduces bias
27. 27.⚖️ One-sided or balanced data: photos of people from only one age group? (a) balanced data (b) one-sided data
28. 28.🛠️ Does this reduce bias or add to it: ask different people? (a) adds to bias (b) reduces bias
29. 29.🔍 Which is the odd one out? (a) use one group only (b) test on one group only (c) balance the data (d) copy old unfair choices
30. 30.⚖️ One-sided or balanced data: stories with doctors of every gender? (a) one-sided data (b) balanced data
31. 31.🖼️ If an image generator always draws a scientist as a man, that shows… (a) a broken screen (b) a fair model (c) bias from data (d) a strong battery
32. 32.True or false: voices of children and adults from many regions is one-sided data (likely to make a biased model). (a) True (b) False
33. 33.Which of these helps reduce bias? (a) test on one group only (b) skip testing (c) ignore complaints (d) ask different people
34. 34.True or false: “ignore complaints” helps reduce bias. (a) True (b) False
35. 35.True or false: “test on one group only” adds to bias. (a) False (b) True
36. 36.⚖️ One-sided or balanced data: neat and messy writing from many people? (a) balanced data (b) one-sided data
37. 37.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
38. 38.True or false: “use one group only” helps reduce bias. (a) True (b) False
39. 39.🛠️ What helps make an AI system fairer? (a) one group only (b) more varied data (c) fewer tests (d) ignoring mistakes
40. 40.⚖️ One-sided or balanced data: mangoes both raw and ripe? (a) one-sided data (b) balanced data

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