Representation & Inclusivity in AI Datasets

Flashcard
•
Professional Development
•
Professional Development
•
Hard
Nilanjana Kumari
FREE Resource
Student preview

5 questions
Show all answers
1.
FLASHCARD QUESTION
Front
What happens when AI datasets under-represent certain groups?
Back
Bias grows—leading to unfair or inaccurate AI outcomes.
2.
FLASHCARD QUESTION
Front
Which groups are most often overrepresented in large AI datasets?
Back
Western, English-speaking, male, and light-skinned populations.
3.
FLASHCARD QUESTION
Front
Give one real-world consequence of underrepresentation in AI datasets.
Back
Voice assistants struggle with some accents OR facial recognition misidentifies women and darker-skinned people.
4.
FLASHCARD QUESTION
Front
What is one key solution to improve inclusivity in AI datasets?
Back
Build diverse datasets that reflect the real world.
5.
FLASHCARD QUESTION
Front
What principle emphasizes the importance of including marginalized voices in AI design?
Back
“Nothing about us, without us.”
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