Evaluation and reliability

Abstention

working definition

Definition

An explicit outcome in which a model or evaluator declines to answer, act, or judge because evidence or authority is insufficient.

Distinguish it from nearby terms

Abstention is a governed uncertainty response; failure or refusal may arise for unrelated reasons.

Check your understanding

Measure whether abstention routes work safely and whether systems misuse it to avoid reporting adverse findings.