Glossary

Counterfactual fairness

A fairness standard requiring that model outputs remain identical in a counterfactual scenario where only protected demographic attributes are altered.

Source: Thin Evidence, Thick Priors: How Language Models Substitute Identity for Missing Financial Facts (Academic research) · p.5

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