Remove Black Box AI Remove Books Remove Neural Network
article thumbnail

How Do Inherently Interpretable AI Models Work? — GAMINET

Towards AI

Source: interpretable-ml-book The field of deep learning has grown exponentially and the recent craze about ChatGPT is proof of the same. It is very risky to apply these black-box AI systems in real-life applications, especially in sectors like banking and healthcare. So, without further ado, let’s dive in!

article thumbnail

Unlocking the Black Box: LIME and SHAP in the Realm of Explainable AI

Mlearning.ai

Unlike traditional ‘black boxAI models that offer little insight into their inner workings, XAI seeks to open up these black boxes, enabling users to comprehend, trust, and effectively manage AI systems. Model-Specific Methods: The Customized Tools The Scene: You’re faced with a specific type of AI model.