Practice Bias Detection Tools (4.1) - AI Ethics, Bias, and Responsible AI

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9 questions

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6 questions · about 4 min · pass mark 70%. Hints available.
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3 questions · about 2 min · pass mark 70%. Hints available.
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6 sample questions

Question 1.
What is the purpose of Aequitas?
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Think about what an auditor does.
Question 2.
Name one benefit of using bias detection tools.
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Consider how these tools impact society.
3Question 3.
What is Aequitas primarily used for?
- To increase AI performance
- To audit algorithmic fairness
- To develop new algorithms
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Think about fairness.
4Question 4.
True or False: Fairlearn can only be used in AI systems with equal representation.
- True
- False
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Consider what Fairlearn’s purpose is.
Question 5.
Design a comprehensive plan using Aequitas to audit an algorithm that predicts housing prices. Detail the data needed and metrics to evaluate.
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Think about what factors might influence housing prices.
Question 6.
Critically evaluate a recent case where an AI system was found to be biased. Discuss how bias detection tools could have changed the outcome.
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Research recent headlines about AI bias.

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