Transparent AI Models for High-Stake Decision Ecosystems

As artificial intelligence (AI) systems are increasingly deployed in domains where decisions directly affect human lives—such as healthcare, criminal justice, finance, and public policy—the need for transparency in AI models has become a central conc...