Practice Tools And Practices For Ethical Ai (4) - AI Ethics, Bias, and Responsible AI

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10 questions

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4 cards from this section. Quick, good the night before a test.
Exercise
6 questions · about 4 min · pass mark 70%. Hints available.
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Quiz
4 questions · about 3 min · pass mark 70%. Hints available.
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6 sample questions

Question 1.
What is the purpose of bias detection tools in AI?
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Think about fairness in AI.
Question 2.
What does LIME stand for?
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Focus on the 'L' in LIME.
3Question 3.
What is the main goal of bias detection tools?
- To enhance model performance
- To identify and mitigate bias
- To ensure user acceptance
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Remember the focus of these tools.
4Question 4.
True or False: Explainability is not important in AI ethics.
- True
- False
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Consider what happens when decisions are opaque.
Question 5.
Discuss and analyze a real-world example where bias in an AI system was detected, and describe how the detected bias was addressed.
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Look for news stories or case studies about bias detection.
Question 6.
Design a fictitious AI model to evaluate hiring processes. Describe and document potential biases in the model card.
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Consider diverse hiring criteria.

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