[UPDATE] Research now has its own space on site: https://playdarkly.com/information-failure-modes-networked-violence-research-program/
[Original Entry] 2026/04/09: Information, control, and failure in networked systems
The research program examines information failure, networked violence, and systemic risk through systems-level questions of feedback, control, coupling, constraint, and instability in digital environments.
Premise: networked systems fail for identifiable reasons. These failures arise from interactions among incentives, information asymmetries, propagation dynamics, governance breakdown, and the physical limits governing computation, bandwidth, and energy dissipation in distributed architectures.
This work is engineering-first in orientation. It draws from complex systems, information theory, control theory, optimization dynamics, and failure-mode analysis. The objective is structural clarity translated as definitions, tests, and formal descriptions capable of identifying when a system shifts from evidentiary function toward throughput preservation, distortion, coercion, or escalation.
Current outputs focus on information failure in networked violence, adversarial propagation under high-entropy conditions, audit suppression and chronology breakdown, signal retention at the expense of repair, and stability and instability in large-scale socio-technical systems.
Outputs are developed through texts, formal notes, mathematical fragments, and book-length structures. Detailed derivations, novel formulations, and implementation-level mathematics are published separately in versioned repositories or formal releases.