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Explanatory Question

How can fairness be ensured in AI systems?

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Answer with Explanation

By:

  • Reviewing and cleaning training data.

  • Testing models with diverse demographic samples.

  • Using debiasing techniques.

  • Monitoring performance across user segments.

  • Allowing human override of unfair AI outputs.