Frames How AI restructures systems
The Container Logic Real revolutions come from coordination tech, not faster machines. Beyond Automation AI's job isn't doing tasks faster - it's restructuring how systems coordinate. The Wrong Frame “How smart is AI?” is the wrong question. Ask what the system can now do. The Three-Circle Model A job sits inside an org sits inside an ecosystem. AI moves all three at once. The Five Levers Representation, decision, execution, composition, governance - every coordination shift pulls these. First, Second, Third Order The first-order win is small. The second and third order rewrite the industry. Coordination Without Consensus AI lets fragmented actors align without first agreeing on standards. Jobs What happens to roles and skills
Unbundling the Job A job was a bundle of tasks held together by old constraints. AI dissolves the glue. Economic Collapse of the Task A task can keep getting done and stop being worth paying for. Skill Premium Collapse When AI narrows the gap between high- and low-skilled output, expertise stops paying. The Reskilling Fallacy Learning new skills doesn't help when the system no longer needs human execution. Above vs Below the Algorithm One side directs the algorithm. The other is directed by it. Rebundling the Role Value flows to whoever bundles a new role around the new constraint. The sommelier still wins. The Three Constraints Roles thrive by resolving scarcity, risk, or coordination. AI moves which one is scarce. Organizations How firms get rewired around AI
The Coordination Tax The hidden cost of keeping teams aligned grows faster than the org. Mars Orbiter, every day. The Coordinated Organization AI replaces the meeting-and-memo coordination layer with a live one. The AI-Native Firm Built around AI as the nervous system - not bolted on top of legacy work. The Building Block Economy Capabilities become rentable modules. The win is in the assembly. Algorithmic Awareness When algorithms decide what wins, knowing the algorithm is the new edge. Strategy Where the new chokepoints emerge
The Tool Integration Trap Buying 17 point tools is worse than buying none - each one fragments the system further. AI as Tool vs AI as Engine A tool optimises the old game. An engine rewrites it. Value Migration When AI dissolves a bundle, value moves to whichever layer captures the new constraint. The map of who-wins-what gets redrawn. The Solution Advantage Value goes to whoever absorbs the customer's risk, not whoever ships the smartest tool. Vertical Encroachment Tool providers eat solution providers the moment the work standardises. Designing for Indecision The new power move is shaping the choice set, not winning the choice. Control Points Power lives at the chokeholds others have to route through. Dependence vs Dominance Modern ecosystem control isn't ownership. It's being indispensable. Where to Play, How to Win There's no “AI strategy.” There's strategy in an AI-shaped landscape.