Safety & Governance
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.
Safety & Governance
Compliance
Compliance is the act of adhering to laws, regulations, standards, and ethical practices applicable to a business or individual.
Safety & Governance
Counterfactual Explanations
Counterfactual explanations are descriptions of how changing specific input features would alter the outcome of a decision-making model.
Safety & Governance
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.