Assuring Safety-Critical Machine Learning-Enabled Systems: Challenges and Promise

Abstract

We outline how assurance processes work for conventional systems and identify the primary difficulty in applying them to machine learning-enabled systems. We then outline a path forward, identifying where considerable research remains.