Caesar AI Atlas

Unfairness

Caesar AI Atlas Definition

Unfairness in AI is unjustified differential treatment or impact that benefits or disadvantages certain people or groups. It may arise from biased data, model design, deployment context, or governance failures.

Other Definitions

Unfairness Source

In an AI context, the unjustified differential treatment (which can occur as a result of data and model bias) that preferentially benefits (or disadvantages) certain groups more than others.

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