Overview of Explainable AI

Explainable AI, or XAI, is a tool that helps people understand and trust what a computer program powered by artificial intelligence is doing. Imagine you have a machine that can predict things, like whether you’ll get a loan or not. XAI helps make those predictions easier to understand. When we can’t understand or make sense of something, we usually don’t trust it. XAI is here to make sure we can trust the predictions made by AI. We use AI to make decisions that are fair and not influenced by personal biases. But these decisions can be risky if we can’t explain or understand them.