Explainable AI: Demystifying the inner Workings of AI

Book Title: Exploring the Frontiers of Artificial Intelligence and Machine Learning Technologies

Editors:  Mr. Agha Urfi Mirza and Dr. Balraj Kumar

ISBN:  978-81-970457-9-0

Chapter: 12

DOI: https://doi.org/10.59646/efaimltC12/133

Author:   Mr. Pradeep Sharma, Assistant Professor, Department of Computer Science, Gyan Ganga College of Excellence, Jabalpur, India.

Abstract:

Decisions as diverse as medical diagnoses and loan approvals are being influenced by AI systems, which are becoming more and more integrated into our everyday lives. But many AI models aren’t transparent, so people wonder whether they’re biased, untrustworthy, or both. In response to these worries, the goal of explainable AI (XAI) is to provide light on the decision-making process of AI systems so that users may comprehend, trust, and enhance these systems. By outlining its essential ideas, methods, and uses, this chapter clarifies XAI.