Enhancing AI Ethics and Governance with Explainable AI (XAI) and Causal Inference

This research focuses on strengthening AI ethics and governance frameworks by integrating Explainable AI (XAI) and causal inference techniques. It proposes methods to make AI decisions more transparent and accountable, which is essential for building public trust and ensuring responsible deployment of AI technologies in sensitive domains such as healthcare, finance, and legal systems.