Research brief

Premature Closure: The AI Risk In Audit Work That Isn't Hallucination

The most obvious AI audit risk is hallucination, but the more operationally dangerous failure mode may be premature closure: fluent, plausible audit language that makes a conclusion feel resolved before the reviewer has tested the underlying evidence.

Key pages