The Problem Is Not Visibility, but Delegation
Contemporary discourse surrounding extreme online harm, particularly the circulation of violence and exploitation media, commonly frames the problem as one of visibility: harmful content exists, is shocking, and therefore demands exposure. This framing is structurally inverted. The persistence of such harm online is not primarily a function of concealment, but of delegation.
Delegation operates simultaneously across two interlocking layers of platform governance. First, platforms delegate ethical responsibility to automated systems, abstract content categories, and internal policy frameworks that are intentionally underspecified and procedurally diffuse. Second, institutions and publics delegate moral labor outward, to moderators, activists, journalists, or algorithmic systems, thereby relieving themselves of responsibility for decisive structural intervention. This diffusion of responsibility has been extensively documented in scholarship on intermediary liability, platform governance, and content moderation regimes [1–3].
The interaction of these two layers produces what this work defines as a silence engine: a system in which harm circulates continuously while accountability dissipates at every interface.
This silence is not characterized by absence. It is characterized by circulation without consequence. Graphic material is reposted, reacted to, denounced, and framed as awareness, while no structural reconfiguration follows. Engagement is absorbed, quantified, and fed back into ranking systems that proceed unchanged. Engagement, including outrage responses, is captured and incorporated into system optimization processes [4].
Platform Neutrality as an Operational Fiction
Major platforms maintain a posture of neutrality by classifying material according to surface attributes: “graphic,” “disturbing,” “sensitive,” or “age-restricted.” These classifications are presented as safeguards. Operationally, they function as liability buffers: mechanisms that permit risk management without acknowledging patterned harm.
By categorizing torture media as a subset of graphic content rather than as evidence of organized, networked harm, platforms avoid triggering governance responses that would require network-level attribution, cross-platform coordination, financial disruption, or architectural modification. This distinction reflects limitations identified in platform governance and regulatory frameworks [5–6].
Neutrality, in this context, is not ideological. It is infrastructural. It allows systems to process harm without recognizing it as a risk vector.
Empirical Emergence (2023–2025): From Isolated Shock to Networked Ritual
Observed across multiple platforms between late 2023 and early 2025, the circulation of animal torture media underwent a measurable structural transition. What previously appeared as sporadic, isolated incidents, often misclassified as “shock content” or pathological outliers, coalesced into a repeatable, networked pattern of production, distribution, and reward. This transition is observable across platforms, formats, and jurisdictions.
The catalytic event most frequently referenced in investigative and analytical materials occurred in late 2023, when a short-form video depicting the killing of a cat in a blender achieved viral circulation on mainstream recommendation-driven platforms. Dissemination was not driven by explicit search behavior, but by recommender systems optimized for high-arousal salience. The content repeatedly surfaced adjacent to animal, prank, and “edgy humor” material. Removal was episodic. Reuploads outpaced takedowns.
What followed was not imitation, but escalation. By early 2024, a consistent pathway became visible. Mainstream short-form platforms functioned as exposure layers, where content was frequently categorized as “disturbing” but not treated as evidence of organized harm. From there, users were redirected, explicitly through comments or implicitly via algorithmic adjacency, toward semi-closed environments, including private messaging groups and invitation-only servers. This trajectory mirrors escalation pathways documented in research on online radicalization and grooming dynamics [7–9].
These intermediary environments did not primarily host extreme content. Their function was transitional. Within them, users encountered social reinforcement structures: administrator hierarchies, ranking mechanisms, initiation challenges, and escalating thresholds for participation. It is at this stage that movement from spectator to participant became structurally legible.
By mid-2024, encrypted and minimally moderated platforms emerged as core distribution infrastructure. Channels hosting extreme torture material operated with stable governance: administrators curated content, enforced internal rules, coordinated across clusters, and maintained archives. Cryptocurrency payment rails, widely documented in illicit digital markets, provided infrastructure for monetization and access control in such environments. These mechanisms functioned not only as revenue streams but as commitment signals within the group, reinforcing access and status [10–11].
Daily content volume increased steadily. Independent monitors reported consistent replication across mirror channels and file-hosting services. Takedowns operated as temporary disruptions rather than deterrents. Minor edits (cropping, overlays, audio alteration) were sufficient to evade automated detection. The system demonstrated rapid adaptive capacity.
Content circulated across linguistic and legal boundaries, with participants and consumers identified across multiple continents. The phenomenon cannot be reduced to a single jurisdiction, culture, or enforcement regime.
Law enforcement actions against individual nodes, including arrests in Turkey in 2024, did not produce durable disruption. The structure reconstituted elsewhere with minimal latency. [12].
Participant demographics exhibited consistency across platforms. Core producers and participants were overwhelmingly male and clustered from early adolescence through the late twenties, with declining participation beyond early adulthood. This distribution aligns with developmental criminology findings regarding peer-reinforced online deviance and youth-specific risk dynamics [13].
These observations establish a baseline: what emerged was not an anomaly, but a ritualized status economy. Cruelty functioned as currency, used to negotiate rank, allegiance, and identity within closed networks. The videos were not incidental artifacts. They were the mechanism of social coherence.
Ideological coherence was not required. Participants did not consistently articulate political beliefs or doctrinal commitments. What bound the network was shared participation in a system that converted transgression into recognition.
Moral Outsourcing and the Activist Deadlock
The silence engine relies on a secondary displacement: the outsourcing of ethical responsibility to non-institutional actors. Activist amplification frequently collapses into signal laundering, whereby denunciation and outrage are captured by the same engagement dynamics that sustain the underlying networks [14–15].
This outcome does not require moral failure or malicious intent. It is a consistent outcome under engagement-optimized systems of platforms that reward intensity without resolution. When activism substitutes for governance, institutional actors are relieved of obligation while harmful systems persist. This deadlock has been extensively documented in analyses of digital movements and organizational structurelessness [16].
Burnout as a System Output, Not a Human Failure
Exhaustion and withdrawal of opposition capacity are functional outcomes among moderators, activists, and investigators. This is commonly framed as an individual resilience problem. This framing misidentifies causality. Burnout emerges reliably in systems that require continuous exposure to harm without closure. Research on compassion fatigue, moral injury, and digital labor consistently identifies this pattern [17–18].
Exhaustion functions as a pressure-release mechanism. Individuals cycle out. Systems persist.
From Event to Infrastructure
Animal torture media must therefore be understood not as episodic transgression but as an infrastructural phenomenon arising from the configuration of technological, economic, and social relations. This analysis draws on established work in systems theory, network analysis, and control societies [19–21].
The continued circulation of such material is not a failure of morality, awareness, or enforcement. It is the predictable outcome of platform architectures that delegate ethical responsibility while optimizing for engagement.
This determination establishes the analytical register for the chapters that follow. The question is no longer whether harm exists, but whether existing governance frameworks are adequate to mitigate a risk that is now demonstrably systemic.
Information Failure Modes in Networked Violence
Elijah Morgan
© 2026 Elijah Morgan
This work is licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0).
License: https://creativecommons.org/licenses/by/4.0/
DOI: https://doi.org/10.5281/zenodo.19599231
Version 1.1
Published 2026-04-15