Architecting Explainable Artificial Intelligence Systems for Transparent Reasoning in Safety-Critical Applications
The surging deployment of Artificial Intelligence (AI) systems across safety-critical sectors — namely healthcare diagnostics, autonomous driving, aircraft regulation, and industrial automation — has resulted in a burgeoning need for transparent decision-making frameworks capable of justifiability and accountability. T...