CONCEPT
The Judgment Bottleneck
The structural inversion the AI transition produces — when building becomes easy, scarcity migrates from execution to the capacity to decide what deserves to be built.
The judgment bottleneck names the structural shift that occurs when a general-purpose technology collapses the cost of execution across a wide range of cognitive tasks. In the pre-AI knowledge economy, the binding constraint on most creative and technical work was execution — the capacity to produce functioning code, clear prose, coherent design. AI tools have dramatically reduced this constraint. What remains scarce, and now binding, is judgment — the capacity to evaluate what should be produced, for whom, toward what end, at what cost. The Andreessen — On AI volume identifies this migration as the most important shift in the economics of the software era since distribution became free, and argues that the builders who thrive in the AI transition will be those who cultivate the specific form of evaluative capacity the new environment demands.
In The You On AI Field Guide
The framework builds on two earlier observations Andreessen made about the software economy. When distribution costs approach zero, he noted, scarcity migrates from distribution to