Information Failure Modes in Networked Violence 1: Immanence and the problem of persistence

It asks what conditions allow violence to circulate as signal while remaining unattributed across the causal chain: such that recognition cannot reliably convert into enforceable consequence, and resistance is absorbed as external labor rather than internal negative feedback.

This text admits no explanatory outside. It does not interpret intentions, evaluate moral legitimacy, or diagnose cultural character. It does not ask what people “really believe,” what societies “deserve,” or who is secretly at fault. It treats violence, exposure, condemnation, governance, and fatigue as coupled processes operating within a single system. The object of analysis is not the perpetrator’s psychology, the activist’s sincerity, or the platform’s ideology. The object is the condition under which harm can circulate at scale without becoming enforceable cost.

A system can host atrocity and remain stable. This is not a paradox. Stability is not the absence of harm: it is the preservation of solvability. A system is stable when it continues to operate, when inputs are processed, outputs are produced, and internal contradictions are displaced rather than resolved. The question, therefore, is not why cruelty exists. Cruelty exists in every human environment. The question is what must remain true for cruelty to persist as visible signal without collapsing into structural accountability.

This text is written against a widely held instinct: that exposure is intervention, or that witnessing is inherently corrective. Many people assume that if enough people see, something must change. These instincts are psychologically understandable and politically useful, but structurally unreliable.
Visibility is a transport event. It moves information through a system. It does not, by itself, convert recognition into consequence. A system can absorb awareness as noise, metabolize outrage as fuel, and archive testimony as content. In such systems, “raising awareness” becomes compatible with persistence, even with escalation.

The premise of this text is narrow and concrete. Violence can function as a low-cost, high-signal currency when the system that circulates it does not bear the costs that violence generates. If the costs land elsewhere (on victims, witnesses, moderators, investigators, civil society, or downstream institutions) then the system itself remains intact while harm remains active. This is not a moral claim. It is an accounting claim. It concerns where cost lands and where it does not.

A second premise follows directly. Large-scale social outcomes are selected, not expressed. They do not require shared values, coordinated intent, or ideological coherence. They emerge from aggregates of local optimizations under selection pressure. Individuals optimize for low risk, low cost, and immediate payoff. Institutions optimize for continuity, jurisdictional defensibility, and liability insulation. Platforms optimize for engagement, throughput, and reputational survivability. These optimizations can produce outcomes that no actor would endorse in ethical language and yet the outcomes persist, because nothing in the system renders them discontinuous.

This matters because it eliminates a common escape route: the temptation to explain visible cruelty by locating a deeper cultural essence or a pathological minority. Apparent concentrations of extreme harm do not reliably indicate higher underlying propensity. They often indicate longer content lifecycles, weaker sanction regimes, fragmented jurisdiction, or lower attribution pressure. Harm visibility is not harm incidence. What appears in a networked system is not a census of cruelty, but a map of persistence conditions.

A third premise must be stated explicitly. Moral polarity does not alter signal routing. Systems that privilege amplitude register transgression and condemnation as the same signal class. A platform does not need to agree with cruelty to circulate it, and it does not need to oppose cruelty to suppress it. It needs only to maintain operational continuity under load. Under such conditions, condemnation can function as a continuation of harm at the level of circulation even while remaining opposed in moral language.

This is not moral equivalence. It is functional identity under amplification.

From these premises the governing question can be stated precisely:

What structural conditions allow violence to function as a low-cost, high-signal currency across opposed moral formations without triggering systemic accountability?

This question does not ask whether violence is wrong. It does not ask whether activists are sincere, or whether platforms are cynical. It asks what conditions allow violence to circulate as signal while remaining unattributed across the causal chain: such that recognition cannot reliably convert into enforceable consequence, and resistance is absorbed as external labor rather than internal negative feedback.

The sections that follow proceed under constraint. They will describe the circulation loop without accusation, show why recognition fails to convert, isolate the invariant that preserves metastability, and explain why attempts to collapse attribution encounter uniform resistance regardless of moral orientation. No metaphysical claims about human nature are required. No appeals to despair or redemption are offered. The task is not to moralize the system, but to make its operating conditions explicit.

Once those conditions are named, retreat becomes difficult. The reader is no longer permitted the comfort of believing that exposure is intervention, that outrage is opposition, or that persistence implies ignorance. What remains is the invariant itself, and the recognition that the system does not survive despite violence, but because violence remains unattributed.

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

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