Explainable Ai

# Explainable AI (XAI): Understanding Model Decisions Imagine trusting a doctor who prescribes medication without explaining why. That's how many deep learning models operate – as "black boxes" making crucial decisions without revealing their reasoning. In high-stakes scenarios like loan applications, medical diagnoses, or criminal justice, this lack of transparency is not only frustrating but also ethically problematic. Explainable AI (XAI) emerges as a critical solution, providing the tools a