AI Implementation Plans, Problems, and Possible Solutions

Problems A mismatch between planning horizons and capability velocity is one of the defining—and underappreciated—features of the current AI environment. Most large-scale AI implementation plans, whether for enterprise deployment, public services, national infrastructure, or defense, still follow multi-year cycles. Power procurement, permitting, construction, integration testing, workforce preparation, and regulatory alignment routinely take years. Meanwhile, frontier … Read more

The United States and Unilateral Seabed Mining: A New Frontier in Global Ocean Governance

The deep ocean floor holds vast deposits of polymetallic nodules — potato-sized mineral concretions rich in nickel, cobalt, copper, and manganese — scattered across abyssal plains, and concentrated particularly in the Clarion-Clipperton Zone (CCZ), a deep-sea region of the Pacific lying between Hawaii and Mexico. These minerals are inputs for electric vehicle batteries, defense technologies, … Read more