Unlawful Discrimination or Disparate Impact
AI outcomes causing unjustified differential treatment or adverse effects based on protected characteristics.
Definition
Any outcome from an AI system that leads to unjustified differential treatment or adverse effects on individuals or groups, particularly on the basis of protected characteristics such as age, genetic information, color, ethnicity, race, creed, religion, national origin, ancestry, sex, gender identity or expression, sexual orientation, marital status, familial status, pregnancy, veteran status, disability, or lawful source of income. Impact assessments are specifically designed to prevent these outcomes.
Related Terms
Biased output
Unjustified adverse differential impacts on protected groups....
Harmful Bias
Systematic AI errors creating unfair or discriminatory outcomes....
Unfair Discrimination
Practices where AI systems lead to biased or inequitable treatment of consumers without legitimate grounds....
Rights-impacting AI
AI systems whose outputs have significant legal or material effects on people....
discrimination impact assessment
Audit-style test for biased outcomes....