Understanding how Artificial Intelligence reasons and the importance of Explainable Artificial Intelligence (XAI) and interpretability in building trust, accountability, fairness, and transparency. Techniques of XAI include model-agnostic techniques, model-specific approaches, and counterfactual explanations. XAI is being
Table of contents
Defining XAI and InterpretabilityWhy XAI Matters: Navigating the Ethical LandscapeTools of the Trade: Lifting the Veil on AI Reasoning and Exploring XAI TechniquesPutting XAI Into Practice: Real-world Application Beyond the LabThe Future and Evolving Landscape of XAI: XAI’s Path ForwardConclusionSort: