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UNESCO · Fairness & non-discrimination
Fairness and non-discrimination
“AI actors should promote social justice, fairness and non-discrimination of any kind in compliance with international law.”
§III.II
datamodeldeploymentmonitoring
Type
principle
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Cross-framework relationships
Lattice uses an explicit, four-type vocabulary and refuses ‘equivalent.’ Each relationship below carries a rationale and an editorial reviewer credit.
partially addresses
2- Algorithmic biasIEEE CertifAIEd · Algorithmic Bias
CertifAIEd's algorithmic bias criterion partially addresses UNESCO fairness; UNESCO covers broader social justice considerations beyond model-level disparity.
Reviewer: Editorial: A. Vega · Reviewed 2026-04-22 - Fairness and bias evaluatedNIST AI RMF · MEASURE 2.11
NIST MEASURE 2.11 evaluates fairness and bias as a measurable property; UNESCO frames fairness as a social-justice principle. Measurement partially addresses the principle.
Reviewer: Editorial: J. Mahmoud · Reviewed 2026-04-22
Version: Adopted 2021, reaffirmed 2024Last reviewed: 2026-04-12