The Métis Feedback Gap

It is not enough that the knowledge exists. For a complex system to be governed well, the knowledge that determines whether governance is working must be able to travel from the periphery—where practitioners encounter specific realities—to the center—where decisions are made. James C. Scott documented across decades of fieldwork the failure mode that occurs when this transmission breaks down: the people who know what is happening at the ground level have no institutional channel to communicate it, and the people making decisions receive only the legible, measurable signals that pass through the governance apparatus’s filters. The result is a widening gap between the plan and the territory, uncorrected until the gap becomes structural. Scott called this the absence of feedback mechanisms—the fourth of his four conditions of catastrophe. The métis feedback gap is the specific form this failure takes in the AI transition: practitioners are developing, through daily engagement with these