AI Bias Worksheet for Kids

AI for students lesson 7: Bias: when data is unfair · Set 780 · 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 of these helps reduce bias? (a) add more of the same (b) use one group only (c) skip testing (d) fix wrong labels
2. 2.🛠️ Does this reduce bias or add to it: check who is missing? (a) adds to bias (b) reduces bias
3. 3.🛠️ Does this reduce bias or add to it: add varied examples? (a) adds to bias (b) reduces bias
4. 4.True or false: a leaf app trained only on summer leaves is balanced data (fairer for everyone). (a) True (b) False
5. 5.Which of these helps reduce bias? (a) ignore complaints (b) test on many groups (c) copy old unfair choices (d) use one group only
6. 6.Which of these adds to bias? (a) fix wrong labels (b) test on many groups (c) ask different people (d) use one group only
7. 7.True or false: “add varied examples” adds to bias. (a) True (b) False
8. 8.True or false: “test on many groups” helps reduce bias. (a) True (b) False
9. 9.🖼️ 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
10. 10.🛠️ What helps make an AI system fairer? (a) one group only (b) more varied data (c) ignoring mistakes (d) fewer tests
11. 11.🛠️ Does this reduce bias or add to it: ignore complaints? (a) reduces bias (b) adds to bias
12. 12.⚖️ Where does bias in an AI system usually come from? (a) its colour (b) its screen size (c) the weather (d) its training data
13. 13.🔍 Which is the odd one out? (a) ignore complaints (b) check who is missing (c) skip testing (d) test on one group only
14. 14.🛠️ Does this reduce bias or add to it: test on one group only? (a) reduces bias (b) adds to bias
15. 15.True or false: photos of people from only one age group is balanced data (fairer for everyone). (a) True (b) False
16. 16.⚖️ One-sided or balanced data: a voice app trained only on adult voices? (a) balanced data (b) one-sided data
17. 17.🛠️ Does this reduce bias or add to it: add more of the same? (a) reduces bias (b) adds to bias
18. 18.🔍 Which is the odd one out? (a) test on one group only (b) add varied examples (c) copy old unfair choices (d) ignore complaints
19. 19.Which of these helps reduce bias? (a) add more of the same (b) test on one group only (c) ignore complaints (d) ask different people
20. 20.🗣️ A voice app understands adults but not children. What is the likely reason? (a) the phone was new (b) children speak too fast (c) few child voices in data (d) it was a rainy day
21. 21.True or false: a voice app trained only on adult voices is one-sided data (likely to make a biased model). (a) False (b) True
22. 22.🔍 Which is the odd one out? (a) check who is missing (b) test on many groups (c) test on one group only (d) add varied examples
23. 23.True or false: neat and messy writing from many people is one-sided data (likely to make a biased model). (a) False (b) True
24. 24.True or false: “skip testing” helps reduce bias. (a) True (b) False
25. 25.True or false: “copy old unfair choices” helps reduce bias. (a) True (b) False
26. 26.⚖️ One-sided or balanced data: photos of people of many ages and skin tones? (a) one-sided data (b) balanced data
27. 27.⚖️ One-sided or balanced data: voices of children and adults from many regions? (a) balanced data (b) one-sided data
28. 28.Which of these helps reduce bias? (a) add more of the same (b) use one group only (c) check who is missing (d) copy old unfair choices
29. 29.🛠️ Does this reduce bias or add to it: test on many groups? (a) adds to bias (b) reduces bias
30. 30.True or false: “fix wrong labels” helps reduce bias. (a) True (b) False
31. 31.True or false: “add more of the same” adds to bias. (a) True (b) False
32. 32.True or false: “copy old unfair choices” adds to bias. (a) False (b) True
33. 33.Which of these adds to bias? (a) test on one group only (b) check who is missing (c) balance the data (d) ask different people
34. 34.🔍 Which is the odd one out? (a) balance the data (b) add more of the same (c) test on one group only (d) skip testing
35. 35.Which of these helps reduce bias? (a) copy old unfair choices (b) skip testing (c) balance the data (d) add more of the same
36. 36.⚖️ One-sided or balanced data: mangoes both raw and ripe? (a) balanced data (b) one-sided data
37. 37.⚖️ One-sided or balanced data: a handwriting app shown only neat writing? (a) balanced data (b) one-sided data
38. 38.🔍 Which is the odd one out? (a) skip testing (b) ask different people (c) copy old unfair choices (d) test on one group only
39. 39.🛠️ Does this reduce bias or add to it: ask different people? (a) reduces bias (b) adds to bias
40. 40.🔍 Which is the odd one out? (a) add varied examples (b) test on many groups (c) balance the data (d) skip testing

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