Issues

  • Biased outputs from genAI models
    • Asking for CEO Generates white man
    • Asking for receptionist generates woman
  • Different performance/accuracy between groups
    • Better gender classification for lighter-skinned people, other than darker-skinner people
  • Fairness in AI services - availability by country/region
  • Unfair treatment by automated decision making systems
    • Job applications
    • Loan applications