AI Infrastructure Concentrates Economic Power Beyond Labor Systems

Intent-Based Systems Transfer Execution to AI While Retaining Organizational Liability

Physical AI Integration Concentrates Control and Eliminates Independent Scaling

Intelligence Becomes a Metered Utility

Workflow AI Scales While Liability Remains Human

Distributed Control Eliminates Executive Liability Shields

Software Execution Replaces Labor Without Recovery Cycle

Centralized Monetary Systems Concentrate Control Through Asymmetric Access

Human-in-the-Loop Structures Transfer Liability Without Control

AI Deployment Converts Enterprise Risk Into Board Liability