Auditing the AI Auditors: A Framework for Evaluating Fairness and Bias in High Stakes AI Predictive Models

Keyphrases

• Auditors 100%
• Artificial Intelligence 100%
• Predictive Models 100%
• High Stakes 100%
• Human Behavior 33%
• Cultural Contexts 33%
• Psychological Characteristics 33%
• Individual Attitudes 33%
• Standardized Approach 33%
• Ethical Aspects 33%
• Source Data 33%
• Government Ethics 33%
• Watchdog 33%
• Artificial Intelligence Systems 33%
• Respect for Persons 33%
• Data Design 33%
• Disciplinary Perspectives 33%
• Prototypicality 33%
• Interdisciplinary Understanding 33%
• Design Output 33%
• Third-party Observers 33%
• Artificial Intelligence Models 33%
• Development Features 33%
• Data Development 33%
• Decision Tool 33%
• Bias in AI 33%
• Technical Domain 33%

Psychology

• Artificial Intelligence 100%
• Cultural Contexts 16%