Decoding AI: Explainability As The New Frontier
AI is rapidly transforming industries, promising increased efficiency and innovative solutions. But beneath the surface of these impressive capabilities lies a complex web of algorithms that can be difficult to understand. As AI systems become more integrated into our lives, impacting everything from loan applications to medical diagnoses, the need for AI explainability is becoming increasingly critical. This blog post will delve into the concept of AI explainability, exploring its importance, challenges, and practical applications.
What is AI Explainability?
Defining Explainable AI (XAI)
Explainable AI, often abbreviated as XAI, refers to AI systems whose decisions and actions are easily understood by humans. It goes beyond simply providing a prediction; it offers insights into why a part...