AI Bias Worksheet for Kids

AI for students lesson 7: Bias: when data is unfair · Set 336 · 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.⚖️ One-sided or balanced data: photos of people from only one age group? (a) balanced data (b) one-sided data
2. 2.🖼️ If an image generator always draws a scientist as a man, that shows… (a) a fair model (b) a strong battery (c) a broken screen (d) bias from data
3. 3.True or false: a fruit sorter shown only ripe mangoes is balanced data (fairer for everyone). (a) True (b) False
4. 4.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
5. 5.True or false: leaves from every season of the year is balanced data (fairer for everyone). (a) True (b) False
6. 6.🔍 Which is the odd one out? (a) add varied examples (b) ignore complaints (c) add more of the same (d) use one group only
7. 7.Which of these helps reduce bias? (a) copy old unfair choices (b) add more of the same (c) test on many groups (d) use one group only
8. 8.🛠️ Does this reduce bias or add to it: use one group only? (a) reduces bias (b) adds to bias
9. 9.⚖️ One-sided or balanced data: a fruit sorter shown only ripe mangoes? (a) balanced data (b) one-sided data
10. 10.⚖️ One-sided or balanced data: stories with doctors of every gender? (a) one-sided data (b) balanced data
11. 11.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
12. 12.Which of these adds to bias? (a) test on many groups (b) balance the data (c) check who is missing (d) copy old unfair choices
13. 13.⚖️ One-sided or balanced data: a handwriting app shown only neat writing? (a) balanced data (b) one-sided data
14. 14.True or false: stories where every doctor is a man is balanced data (fairer for everyone). (a) False (b) True
15. 15.True or false: “add varied examples” adds to bias. (a) False (b) True
16. 16.⚖️ Where does bias in an AI system usually come from? (a) its colour (b) its training data (c) its screen size (d) the weather
17. 17.🔍 Which is the odd one out? (a) test on one group only (b) check who is missing (c) ignore complaints (d) use one group only
18. 18.Which of these helps reduce bias? (a) add more of the same (b) use one group only (c) ignore complaints (d) balance the data
19. 19.🗣️ 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
20. 20.🔍 Which is the odd one out? (a) balance the data (b) test on many groups (c) fix wrong labels (d) ignore complaints
21. 21.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
22. 22.True or false: stories with doctors of every gender is balanced data (fairer for everyone). (a) False (b) True
23. 23.True or false: “copy old unfair choices” helps reduce bias. (a) True (b) False
24. 24.True or false: “test on one group only” adds to bias. (a) False (b) True
25. 25.True or false: “use one group only” helps reduce bias. (a) False (b) True
26. 26.True or false: a fruit sorter shown only ripe mangoes is one-sided data (likely to make a biased model). (a) True (b) False
27. 27.True or false: photos of people from only one age group is balanced data (fairer for everyone). (a) False (b) True
28. 28.🔍 Which is the odd one out? (a) test on many groups (b) copy old unfair choices (c) check who is missing (d) add varied examples
29. 29.True or false: “ask different people” adds to bias. (a) False (b) True
30. 30.Which of these adds to bias? (a) ask different people (b) add varied examples (c) check who is missing (d) test on one group only
31. 31.Which of these helps reduce bias? (a) skip testing (b) copy old unfair choices (c) use one group only (d) check who is missing
32. 32.Which of these adds to bias? (a) balance the data (b) add varied examples (c) check who is missing (d) add more of the same
33. 33.⚖️ One-sided or balanced data: leaves from every season of the year? (a) one-sided data (b) balanced data
34. 34.Which of these adds to bias? (a) skip testing (b) check who is missing (c) ask different people (d) test on many groups
35. 35.🔍 Which is the odd one out? (a) use one group only (b) balance the data (c) add varied examples (d) fix wrong labels
36. 36.True or false: neat and messy writing from many people is balanced data (fairer for everyone). (a) False (b) True
37. 37.⚖️ One-sided or balanced data: stories where every doctor is a man? (a) balanced data (b) one-sided data
38. 38.🔍 Which is the odd one out? (a) ignore complaints (b) use one group only (c) add more of the same (d) test on many groups
39. 39.⚖️ One-sided or balanced data: voices of children and adults from many regions? (a) one-sided data (b) balanced data
40. 40.🛠️ What helps make an AI system fairer? (a) one group only (b) ignoring mistakes (c) more varied data (d) fewer tests

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