AI Bias Worksheet for Kids

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

Free ai for students lessons, practice and worksheets at talentjr.in/ai-for-students