Practice Societal Bias (14.3.c) - Ethics and Bias in AI - CBSE 11 AI (Artificial Intelligence)

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6 sample questions

Question 1.
What is societal bias in AI?
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Think about how society's views can shape AI.
Question 2.
Give an example of societal bias.
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Consider hiring tools that rely on data.
3Question 3.
What reflects societal bias in AI systems?
- Historical prejudices
- Technical flaws
- Data completeness
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Think about the source of data.
4Question 4.
True or False: Societal bias can negatively affect AI decision-making.
- True
- False
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Consider how biases influence decisions.
Question 5.
Design an AI algorithm to hire employees. Discuss three measures to prevent introducing societal bias.
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Think about the necessary steps when collecting data.
Question 6.
Reflect on a scenario where an AI facial recognition tool has higher error rates for darker-skinned individuals. What factors could contribute to this bias, and what needs to be changed?
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Consider the training sources and their impact.

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