Source: before AI by Jonathan Nyst
The compression isn't theoretical—a single operator built functional marketing intelligence in 48 hours that would require a 25-person team a full year. The unit economics of knowledge work have inverted. Middle-management layers that justified themselves through coordination and output aggregation are now economically redundant. Leaders face an immediate choice: either radically flatten their organizations and redeploy people toward strategy and judgment tasks that AI can't yet own, or watch their labor costs calcify while competitors operate at 1/52nd the time investment. The disruption isn't AI replacing workers. It's that the temporal advantage is so large it makes previous organizational structures instantly uncompetitive.