UNITE Glossary · Auditable & Trustworthy AI

Auditable AI

Auditable AI is an artificial intelligence system whose outputs can be inspected, explained, and traced back to their sources and reasoning, so that any recommendation or result can be reviewed, verified, and defended by a human after the fact.

An auditable system keeps a record. It logs the inputs it used, the sources it drew on, and the path from question to answer. When a leader asks "why did the model say this," the answer is retrievable, not guessed.

Auditability is the difference between an assistant that produces plausible text and a system that produces defensible work. In regulated and high-stakes settings, the second is the only acceptable form.

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