AI Failure Modes & Effects

Catalogue AI failure modes and their downstream effects. Learn how FMEA adapts to ML (data, model, deployment, and operational modes), the commonly used failure-mode taxonomies, how to score severity / occurrence / detectability for AI, and how to attach a mitigation and an owner to every failure mode of concern.