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Can every mathematical fairness condition usually be satisfied at once?

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  1. Yes, with enough data
  2. Yes, with a larger model
  3. No, some conditions conflict

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References

  1. NIST SP 1270: Identifying and Managing Bias in AI nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.1270.pdf Checked 2026-10-10.

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