IMPLICATIONS OF EPISTEMIC MONOPOLY IN FRONTIER AI SYSTEMS
Author: Carolyne Kang'ereha GuyaDesignation: Legal and AI Governance Specialist
Abstract
This research explores the institutional concentration of knowledge production and infrastructure deployment in frontier AI models. I introduce the Dependency Index Framework as a strategic tool to mitigate the risks of regulatory capture and systemic failure.