Implementing Explainable AI in Decision-Making Systems
The Black Box Conundrum: Why Explainable AI Matters Imagine you’re a surgeon, and an AI system tells you that a patient has a high likelihood of having a specific disease, but it doesn’t explain why. Or, picture a financial analyst relying on an AI prediction that a stock will plummet, without any insight into the reasoning behind it. This is the world of “black box” AI, where decisions are made without transparency, leaving users in the dark. ...