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AIR-OP-016

Bias and Discrimination

  • AI trained on historical/internet data may embed biases.
  • Can lead to discriminatory outcomes.
  • e.g Risk of biased credit decisions, Potential for unfair pricing, Exclusion of certain groups.

Key Mitigations

AIR-DET-011 : Human Feedback Loop

AIR-DET-001 : Data Leakage Prevention And Detection

AIR-PREV-005 : System Acceptance Testing

External Standards