What is artificial intelligence explainable?

Artificial Intelligence Explainables, often referred to as Explainable AI (XAI), are methods and techniques that make the results and processes of AI systems understandable to humans. XAI helps users and stakeholders comprehend how AI models make their decisions, increasing trust and transparency. This is especially important in critical fields like healthcare, finance, and law, where understanding AI reasoning can impact lives or regulations. By providing clear explanations, XAI also helps developers identify potential biases or errors in AI models.