April 27, 2026
Losing the Loop: A Model for Human Operational Involvement Part Two: A Proposed System Toward a Solution
Last week’s “Losing the Loop: Iteratively Autonomous Artificial Intelligence and the Question of Human Operational Involvement” examined how increasing autonomy in agentic AI reshapes the structure, tempo, and locus of human decision-making in operational environments, particularly as these systems transition from analytic tools to increasingly directive and generative components of the human–machine team. Seen in sequence, the logic is cumulative. The first section demonstrates how autonomy can erode the integrity of the decision loop. The second makes that erosion visible, locating the specific points at which human judgment becomes constrained or displaced.