Show Your Working: Why Auditable AI Beats Explainable AI
Explanations can be plausible and still wrong. Auditable systems leave a verifiable record, which is what regulators and injured parties actually need. An explanation persuades whoever is listening, while an audit trail proves, and only one of those survives a formal challenge.