CONCEPT
The Coordination Problem
The organizational challenge that hierarchy was built to solve — coordinating scarce, specialized human capability toward shared objectives — and the problem AI has dissolved by making capability abundant and cross-boundary execution possible.
The coordination problem is the foundational organizational challenge: how to get specialized, differently-skilled humans to work together coherently toward shared goals. For most of industrial history, this problem was genuine and expensive. Specialists needed to be trained. Their work needed to be assigned, sequenced, and integrated. Handoffs between specialists introduced friction and error. The entire apparatus of hierarchical management — job descriptions, approval chains, project plans, performance reviews — was constructed to solve the coordination problem. AI has dissolved the problem. When each person augmented by AI can execute across traditional domain boundaries, the coordination layer becomes overhead with no corresponding value.
In The You On AI Field Guide
The coordination problem is so deeply embedded in organizational thinking that it is rarely examined as a specific problem with specific historical causes. Yet it is specific, and it is historical. Coordination becomes expensive when specialization is deep, when translation costs between specializations are high, and when the work requires integration