The Abdication Problem: Why AI Slop is a Failure of Human Agency

Abstract: This paper examines the proliferation of synthetic content ("AI slop") not as a technological inevitability, but as a systemic failure of human agency and editorial authority. Drawing on the mechanics of cognitive offloading and the mythological framework of the "Digital Narcissus," we argue that generative algorithms function strictly as reflective instruments mirroring user intent. When operators abdicate the Steward's Mandate by delegating compositional judgment to machines without verification, they systematically degrade the informational foundation of the web. This unchecked volume of automation threatens future machine intelligence through recursive model collapse. Resolving this crisis requires operators to reclaim strict editorial control, enforce rigorous intentionality before generation, and assert transparent human accountability over all published material. Keywords: Artificial Intelligence, Human Agency, AI Slop, Content Generation, Model Collapse, Cognitive Offloading, Digital Narcissus, Steward's Mandate, Information Degradation, Automation