Segal's and Goldberg's shared diagnostic image for the cognitive situation of the AI-augmented builder — the executive left without the intermediate coordinators that previous workflows provided, facing an orchestra whose instruments never tire while the conductor's capacity for sustained direction remains biologically bounded.
The pre-AI workflow distributed executive coordination across teams of humans who shared the conducting load. The junior developer handled implementation details. The senior engineer reviewed and coordinated. The product manager held the broader goals. The CEO held the strategic vision. Executive coordination existed at every level, and the coordinators coordinated with each other, distributing the cognitive burden across many prefrontal cortices. The AI-augmented workflow collapses the stack. A single human conducts the full performance. The intermediate coordinators — the section leaders, the concertmaster — are gone. The orchestra has become simultaneously more capable and more demanding of the single conductor who remains.
The Conductor Alone on the Podium
In The You On AI Field Guide
The situation is not merely different from the pre-AI workflow — it is structurally novel in the history of human work. Previous technological transitions augmented specific cognitive functions while preserving the coordinating structure that distributed