21How do you audit fairness and bias in a high-risk model, such as one used in hiring or credit?▼hardNewJPMorgan ChaseMicrosoftGoogle◆ premiumFairness has several incompatible definitions, so the audit starts with a decision, not a metric. The scored answer picks measures for the context, gets the data to compute them, and audits the whole decision process.Open full answer →
22What changes in your AI controls when the system serves children, makes medical decisions or approves loans?▼mediumNewJPMorgan ChaseGoogleMicrosoft◆ premiumThe same model in a different context carries different obligations and harms. The scored answer names what each sector adds on top of baseline AI security.Open full answer →