The Need for Explainable AI: A Growing Concern in Decision-Making The increasing reliance on artificial intelligence (AI) and machine learning (ML) in high-stakes decision-making processes has sparked a pressing concern: the lack of transparency and explainability in AI-driven outcomes. As AI systems become more pervasive in industries such as finance, healthcare, and transportation, the need…