The How of Explainable AI: Post-modelling Explainability

In the first two parts of our overview of the How of XAI, we looked into pre-modelling explainability and explainable modelling methodologies, which focus on explainability at the dataset stage and during model development. Yet these are relatively minor areas of interest compared with explainability after the fact, and post-modelling explainability is where the majority of XAI scientists…