AI World Journal - A Comprehensive Guide to Validation, Explainability, and Responsible Development, Guided by a Global Authority The rapid integration of Artificial Intelligence (AI) into all aspects of society – from healthcare and finance to transportation and education – underscores the critical need for robust development and validation practices. We must move beyond merely assessing performance metrics and strive to build AI systems that are not only accurate