Explainable AI refers to developing AI systems that can provide transparent and understandable explanations for their decisions and actions. This trend is crucial because it enables users to comprehend and trust AI algorithms. Explainable AI helps address concerns about biased or discriminatory outcomes, facilitates regulatory compliance, and ensures accountability, especially in healthcare, finance, and law enforcement sectors.