Responsible AI

Definition

An umbrella term for the principles, practices, and institutional mechanisms that ensure artificial intelligence systems are developed and deployed in ways that are fair, safe, transparent, accountable, and beneficial. Responsible AI encompasses technical practices (bias testing, interpretability, robustness) and governance practices (ethics review boards, accountability frameworks, regulatory compliance). It is increasingly a material factor in corporate reputation, investor ESG assessment, and regulatory licensing.