AI Bias Worksheet for Kids

AI for students lesson 7: Bias: when data is unfair · Set 797 · 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 is the odd one out? (a) fix wrong labels (b) copy old unfair choices (c) balance the data (d) check who is missing
2. 2.🔍 Which is the odd one out? (a) balance the data (b) ignore complaints (c) test on one group only (d) skip testing
3. 3.🛠️ Does this reduce bias or add to it: add varied examples? (a) adds to bias (b) reduces bias
4. 4.⚖️ Where does bias in an AI system usually come from? (a) its training data (b) its screen size (c) the weather (d) its colour
5. 5.Which of these helps reduce bias? (a) check who is missing (b) use one group only (c) copy old unfair choices (d) test on one group only
6. 6.🛠️ Does this reduce bias or add to it: add more of the same? (a) reduces bias (b) adds to bias
7. 7.🔍 Which is the odd one out? (a) test on one group only (b) add varied examples (c) test on many groups (d) check who is missing
8. 8.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
9. 9.True or false: “add varied examples” adds to bias. (a) True (b) False
10. 10.🛠️ Does this reduce bias or add to it: skip testing? (a) reduces bias (b) adds to bias
11. 11.Which of these helps reduce bias? (a) copy old unfair choices (b) ignore complaints (c) ask different people (d) add more of the same
12. 12.⚖️ One-sided or balanced data: a voice app trained only on adult voices? (a) balanced data (b) one-sided data
13. 13.Which of these helps reduce bias? (a) copy old unfair choices (b) ignore complaints (c) test on one group only (d) fix wrong labels
14. 14.🛠️ Does this reduce bias or add to it: ask different people? (a) adds to bias (b) reduces bias
15. 15.True or false: mangoes both raw and ripe is balanced data (fairer for everyone). (a) False (b) True
16. 16.Which of these helps reduce bias? (a) add more of the same (b) skip testing (c) test on many groups (d) copy old unfair choices
17. 17.True or false: stories with doctors of every gender is one-sided data (likely to make a biased model). (a) False (b) True
18. 18.True or false: stories where every doctor is a man is one-sided data (likely to make a biased model). (a) True (b) False
19. 19.🛠️ What helps make an AI system fairer? (a) one group only (b) more varied data (c) fewer tests (d) ignoring mistakes
20. 20.🗣️ 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) the phone was new (d) few child voices in data
21. 21.True or false: “copy old unfair choices” helps reduce bias. (a) True (b) False
22. 22.True or false: a handwriting app shown only neat writing is balanced data (fairer for everyone). (a) False (b) True
23. 23.🛠️ Does this reduce bias or add to it: fix wrong labels? (a) adds to bias (b) reduces bias
24. 24.Which of these adds to bias? (a) test on many groups (b) check who is missing (c) ignore complaints (d) add varied examples
25. 25.Which of these helps reduce bias? (a) skip testing (b) balance the data (c) use one group only (d) copy old unfair choices
26. 26.⚖️ One-sided or balanced data: photos of people of many ages and skin tones? (a) balanced data (b) one-sided data
27. 27.🖼️ If an image generator always draws a scientist as a man, that shows… (a) bias from data (b) a fair model (c) a broken screen (d) a strong battery
28. 28.True or false: mangoes both raw and ripe is one-sided data (likely to make a biased model). (a) True (b) False
29. 29.⚖️ One-sided or balanced data: voices of children and adults from many regions? (a) one-sided data (b) balanced data
30. 30.🛠️ Does this reduce bias or add to it: balance the data? (a) reduces bias (b) adds to bias
31. 31.🔍 Which is the odd one out? (a) ask different people (b) add more of the same (c) skip testing (d) ignore complaints
32. 32.🔍 Which is the odd one out? (a) balance the data (b) ask different people (c) check who is missing (d) use one group only
33. 33.True or false: a leaf app trained only on summer leaves is balanced data (fairer for everyone). (a) True (b) False
34. 34.🔍 Which is the odd one out? (a) add varied examples (b) copy old unfair choices (c) use one group only (d) ignore complaints
35. 35.🔍 Which is the odd one out? (a) add more of the same (b) test on many groups (c) use one group only (d) test on one group only
36. 36.⚖️ One-sided or balanced data: stories where every doctor is a man? (a) balanced data (b) one-sided data
37. 37.🛠️ Does this reduce bias or add to it: ignore complaints? (a) adds to bias (b) reduces bias
38. 38.Which of these adds to bias? (a) test on many groups (b) test on one group only (c) balance the data (d) ask different people
39. 39.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
40. 40.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

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