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EU AI ACT & UK AI Principles

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Principle 3 Fairness

Technical standards to consider
  • IEEE P7003 – Algorithmic Bias Considerations
  • ISO/IEC TR 24027:2021 – Information technology — Artificial intelligence (AI) — Bias in AI Systems
  • ISO/IEC 17866 PWI Artificial intelligence — Best practice guidance for mitigating ethical and societal concerns
  • IEEE 7000 – IEEE Standard Model Process for Addressing Ethical Concerns During System Design
Notes

Developers and employers should know how the AI System functions and whether certain forms of transparency may exacerbate security risks.

Developers and employers should document bias assessment and mitigation processes.

There should be processes planned to mitigate any known biases.