Frames How AI restructures systems Strategy Where the new chokepoints emerge Jobs What happens to roles and skills Organizations How firms get rewired around AI The Container Logic Beyond Automation The Wrong Frame The Three-Circle Model The Five Levers First, Second, Third Order Coordination Without Consensus Unbundling the Job Economic Collapse of the Task Skill Premium Collapse The Reskilling Fallacy Above vs Below the Algorithm Rebundling the Role The Three Constraints The Coordination Tax The Coordinated Organization The AI-Native Firm The Building Block Economy Algorithmic Awareness The Tool Integration Trap AI as Tool vs AI as Engine Value Migration The Solution Advantage Vertical Encroachment Designing for Indecision Control Points Dependence vs Dominance Where to Play, How to Win