AI Industry
9 min read
Explainable AI (XAI): Why Understanding AI Decisions Is Critical for Trust and Adoption
As AI systems make increasingly consequential decisions, the demand for explainability has moved from academic interest to regulatory requirement. We explore the latest XAI techniques, from attention visualization to concept-based explanations, and how they're being deployed in healthcare, finance, and criminal justice.