Definition
AI fairness concerns how a system distributes errors, benefits, burdens, and opportunities across individuals and groups under an explicit normative standard.
Distinguish it from nearby terms
Different fairness metrics can conflict; satisfying one statistical constraint does not establish that a use is just or appropriate.
Check your understanding
Name the stakeholders, chosen fairness criterion, incompatible alternatives, and who authorized the tradeoff.