Data Ethics Challenges

Denis explores the complexities of using US census data for predicting income, highlighting the ethical implications of including sensitive fields like race and gender. He emphasizes the legal restrictions in Europe regarding explainable AI and questions the relevance of these attributes in income predictions, ultimately demonstrating that removing such fields can still yield accurate results.