Last july, the AI Act was published. We structured all the relevant information into a more digestable format. So you, as business leader, can easily wrap your head around what your role is, how your product is classified and consecutively, what measures apply to you, focusing on the scope of legislation and the types of action required.

One of the critical requirements of the AI Act is Human Oversight. This section of legislation specific to High Risk AI Systems centres around the ability to interpret the AI model’s output. Let’s dive into some key AI Act articles concerning this topic.

In this article, we’ll walk you through some key concepts in explainable AI using a narrative example. We’ll apply the two most commonly used methods for interpretability, LIME and SHAP, and highlight some of their properties.