Practice - Case Study 1: COMPAS – Bias in Judicial System
Enroll to start learning
You’ve not yet enrolled in this course. Please enroll for free to listen to audio lessons, classroom podcasts and take practice test.
Practice Questions
Test your understanding with targeted questions
What does COMPAS stand for?
💡 Hint: Think about the role it plays in the judicial system.
What is one consequence of biased data?
💡 Hint: Consider how a judge may rely on these predictions.
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What issue has been identified with the COMPAS algorithm?
💡 Hint: Consider results from the studies analyzing COMPAS.
True or False: COMPAS is used to predict re-offending risks.
💡 Hint: Think about the function of COMPAS.
Get performance evaluation
Challenge Problems
Push your limits with advanced challenges
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.
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.
Get performance evaluation
Reference links
Supplementary resources to enhance your learning experience.