AI Bias Worksheet for Kids

AI for students lesson 7: Bias: when data is unfair · Set 76 · 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: test on many groups? (a) adds to bias (b) reduces bias
2. 2.True or false: neat and messy writing from many people is one-sided data (likely to make a biased model). (a) False (b) True
3. 3.🛠️ What helps make an AI system fairer? (a) one group only (b) ignoring mistakes (c) fewer tests (d) more varied data
4. 4.True or false: a handwriting app shown only neat writing is one-sided data (likely to make a biased model). (a) False (b) True
5. 5.🔍 Which is the odd one out? (a) test on one group only (b) copy old unfair choices (c) test on many groups (d) skip testing
6. 6.True or false: “test on many groups” adds to bias. (a) False (b) True
7. 7.🔍 Which is the odd one out? (a) ignore complaints (b) use one group only (c) test on one group only (d) ask different people
8. 8.True or false: “check who is missing” adds to bias. (a) True (b) False
9. 9.True or false: “balance the data” helps reduce bias. (a) False (b) True
10. 10.🔍 Which is the odd one out? (a) test on many groups (b) fix wrong labels (c) check who is missing (d) ignore complaints
11. 11.True or false: “test on many groups” helps reduce bias. (a) False (b) True
12. 12.🔍 Which is the odd one out? (a) fix wrong labels (b) test on one group only (c) add varied examples (d) check who is missing
13. 13.🔍 Which is the odd one out? (a) test on many groups (b) copy old unfair choices (c) ask different people (d) add varied examples
14. 14.🔍 Which is the odd one out? (a) balance the data (b) copy old unfair choices (c) use one group only (d) test on one group only
15. 15.🗣️ A voice app understands adults but not children. What is the likely reason? (a) it was a rainy day (b) children speak too fast (c) few child voices in data (d) the phone was new
16. 16.Which of these helps reduce bias? (a) use one group only (b) skip testing (c) fix wrong labels (d) add more of the same
17. 17.Which of these helps reduce bias? (a) add more of the same (b) copy old unfair choices (c) skip testing (d) check who is missing
18. 18.🔍 Which is the odd one out? (a) ask different people (b) use one group only (c) balance the data (d) test on many groups
19. 19.⚖️ One-sided or balanced data: a voice app trained only on adult voices? (a) one-sided data (b) balanced data
20. 20.🛠️ Does this reduce bias or add to it: skip testing? (a) reduces bias (b) adds to bias
21. 21.🔍 Which is the odd one out? (a) fix wrong labels (b) copy old unfair choices (c) ignore complaints (d) test on one group only
22. 22.True or false: “add more of the same” helps reduce bias. (a) False (b) True
23. 23.True or false: a fruit sorter shown only ripe mangoes is balanced data (fairer for everyone). (a) True (b) False
24. 24.True or false: photos of people from only one age group is one-sided data (likely to make a biased model). (a) False (b) True
25. 25.Which of these helps reduce bias? (a) copy old unfair choices (b) ignore complaints (c) test on one group only (d) test on many groups
26. 26.True or false: a voice app trained only on adult voices is one-sided data (likely to make a biased model). (a) True (b) False
27. 27.⚖️ One-sided or balanced data: stories with doctors of every gender? (a) balanced data (b) one-sided data
28. 28.🛠️ Does this reduce bias or add to it: add more of the same? (a) adds to bias (b) reduces bias
29. 29.⚖️ One-sided or balanced data: a handwriting app shown only neat writing? (a) one-sided data (b) balanced data
30. 30.🛠️ Does this reduce bias or add to it: check who is missing? (a) reduces bias (b) adds to bias
31. 31.🔍 Which is the odd one out? (a) add more of the same (b) ask different people (c) balance the data (d) add varied examples
32. 32.⚖️ One-sided or balanced data: photos of people from only one age group? (a) one-sided data (b) balanced data
33. 33.⚖️ One-sided or balanced data: neat and messy writing from many people? (a) one-sided data (b) balanced data
34. 34.True or false: “add varied examples” adds to bias. (a) True (b) False
35. 35.🔍 Which is the odd one out? (a) test on one group only (b) skip testing (c) add varied examples (d) copy old unfair choices
36. 36.Which of these adds to bias? (a) skip testing (b) check who is missing (c) ask different people (d) balance the data
37. 37.🖼️ If an image generator always draws a scientist as a man, that shows… (a) bias from data (b) a strong battery (c) a fair model (d) a broken screen
38. 38.True or false: “check who is missing” helps reduce bias. (a) False (b) True
39. 39.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
40. 40.⚖️ One-sided or balanced data: a leaf app trained only on summer leaves? (a) one-sided data (b) balanced data

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