AI Ethics
Certification
Certification is the formal process by which an individual, product, or organization is verified to meet specific standards or criteria set by an authoritative body.
AI Ethics
Compliance
Compliance is the act of adhering to laws, regulations, standards, and ethical practices applicable to a business or individual.
AI Ethics
Counterfactual Explanations
Counterfactual explanations are descriptions of how changing specific input features would alter the outcome of a decision-making model.
AI Ethics
Counterfactual Fairness
Counterfactual fairness is a fairness criterion in machine learning that ensures decisions remain unchanged in hypothetical scenarios where a protected attribute is altered.