Purpose
This appendix translates the analytical claims of Chapter 3: Desire Without Ethics into regulatory language without proposing improvement, reform, or optimization. It does not moralize conduct or diagnose individuals. It identifies mechanisms, selection effects, and foreseeable failures at the level of system design and operation.
3.1 Risk Propagation Mechanism
Claim Translation
Desire operates as a circulatory, self-reinforcing process independent of ethical orientation.
Platform architectures register intensity and repetition, not intent or harm.
Regulatory Interpretation
Harm propagates via engagement-weighted feedback loops that preferentially amplify content producing strong affective responses.
The mechanism is non-ideological and content-agnostic: condemnation and promotion produce equivalent amplification signals.
Risk Statement
Systems optimized for engagement predictably propagate extreme harm formats once they demonstrate retention and reaction advantages.
3.2. Foreseeable Amplification Pathway
Claim Translation
Repetition, visibility, and continuity are sufficient to sustain harmful formats: belief or ideology is not required.
Moral outrage functions as a multiplier, not a brake.
Regulatory Interpretation
The amplification pathway is foreseeable because it relies on documented recommender behaviors: escalation under high-arousal salience, convergence on repeatable formats, and migration toward semi-closed and encrypted spaces following initial exposure.
Risk Statement
Once an extreme format demonstrates engagement superiority, continued amplification is foreseeable without intervention, regardless of user intent.
3.3 Failure of Duty of Care
Claim Translation
Appeals to empathy, awareness, or condemnation fail because they are misaligned with system incentives.
Responsibility is displaced from operators to users, moderators, or activists.
Regulatory Interpretation
Reliance on user reporting, community standards, or content labeling constitutes procedural substitution for risk mitigation.
This represents a failure to act on known selection effects within the system.
Failure Statement
Where internal telemetry makes this selection legible to operators, continued reliance on downstream moderation that optimization parameters select for extreme harm constitutes a failure of duty of care.
3.4 Structural Selection Effect
Claim Translation
Cruelty emerges as a systemically available outcome under conditions of frictionless circulation, abstraction of consequence, reward for affective disruption.
Regulatory Interpretation
The system does not cause cruelty, but selects for it under specific configurations. This is a design-level effect, not a content anomaly.
Selection Statement
When architectures consistently reward shock, repetition, and escalation, cruelty becomes a competitively selected behavioral format.
3.5 Accountability Repositioning
Claim Translation
Individual culpability remains intact but is insufficient to explain persistence.
Structural conditions determine scale and resilience.
Regulatory Interpretation
Accountability must be assessed at the level of: system design choices, incentive alignment, and mitigation adequacy.
Accountability Statement
Where systems predictably select for extreme harm, operator responsibility attaches to the maintenance of those conditions, not solely to individual violations.
3.6 Implication for Mitigation
Derived Requirement
Effective mitigation must target incentive structures (engagement weighting), amplification pathways (recommendation and migration), monetization vectors, and continuity mechanisms (replication, mirroring).
Non-Requirement Clarification
Moral consensus, ideological agreement, or user education are not prerequisites for effective intervention.
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