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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What does COMPAS stand for?
💡 Hint: Think about the role it plays in the judicial system.
Question 2
Easy
What is one consequence of biased data?
💡 Hint: Consider how a judge may rely on these predictions.
Practice 4 more questions and get performance evaluation
Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What issue has been identified with the COMPAS algorithm?
- It is entirely unbiased.
- It shows a racial bias.
- It works perfectly for all data types.
💡 Hint: Consider results from the studies analyzing COMPAS.
Question 2
True or False: COMPAS is used to predict re-offending risks.
- True
- False
💡 Hint: Think about the function of COMPAS.
Solve and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Given the findings about COMPAS, conduct a research proposal that examines the effects of racial bias in AI decision-making tools.
💡 Hint: Think about how you would gather data and what metrics you would evaluate.
Question 2
Develop a framework for implementing fairness in an algorithm similar to COMPAS, detailing the steps to identify and rectify biases.
💡 Hint: Consider the principles of ethical AI throughout your framework.
Challenge and get performance evaluation