Human on the Loop

The mid-level corporate manager is an endangered species. Most traditional organizations are still designed around the legacy assumption that humans must remain inside every operational loop—reviewing spreadsheets, manually approving low-level tasks, and routing data across disconnected software applications. They mistake this administrative friction for actual organizational leadership. By 2028, as advanced reasoning models scale, this … Read more