Human-Agent Supervision

Critical Dictionary entry that operationally defines Human-Agent Supervision as the structured governance protocol where qualified humans maintain effective oversight on actions of AI agents in critical contexts, with capacity for intervention, modification or cancellation in real time. The entry articulates genealogy, formal definition, the four supervision modalities, sectors of mandatory application and implementation framework.