Responsible AI - Principles
The principle of Fairness requires AI systems to treat everyone fairly, without discrimination or bias based on race, gender, or origin.
✅ Correct Answer: Fairness. The failure describes an algorithmic bias against a demographic group.
❌ Privacy: Refers to protecting personal data, not model accuracy across groups.
❌ Transparency: Refers to explaining how the model works, not whether its results are fair.
❌ Reliability: Refers to the system working without technical failures, but a system can be technically reliable yet ethically unfair.