Y. Gupta

Geopolitical Risk Mitigation in Information Governance:An Evaluation Framework for Algorithmic Bias and Data Security in AI-DrivenGlobal Supply Chains

The paper concludes that by foregrounding the technical architecture of supply chain oversight, states can better anticipate how algorithmic dependencies amplify security dilemmas and harden geopolitical fissures, and suggests a recalibration of national policy toward the creation of resilient, audit-transparent oversi...