Technical articles · 2025.07.16
V&V for safety-critical AI: data, explanation and simulation
The importance of verification and validation of AI in safety critical systems
Overview
MathWorks’ Stephane Marouani outlines V&V activities for safety-related AI, including automotive applications. The contributed article covers model explanation, representative test data, system simulation, data augmentation and robustness verification against input perturbations.