Articles for tag: AIDeep LearningExplainabilityMachine LearningTechnologyTransparencyXAI

Explainable AI (XAI): Will We Ever Truly Understand AI Decisions? (2025+)

Explainable AI (XAI): Will We Ever Truly Understand AI Decisions? (2025+)

Explainable AI (XAI): Will We Ever Truly Understand AI Decisions? (2025+) Artificial Intelligence (AI) is rapidly transforming industries, powering everything from self-driving cars to medical diagnoses. However, as AI systems become more complex, their decision-making processes become increasingly opaque. This lack of transparency raises concerns about bias, accountability, and trust. Enter Explainable AI (XAI), a field dedicated to making AI decisions more understandable to humans. The Need for Explainable AI The ‘black box’ nature of many AI algorithms, particularly deep learning models, makes it difficult to understand why a particular decision was made. This lack of transparency can have serious