Category: Systems Theory

The Penitentiary Information Layer

4 de September de 2026 Ralph Larson

A technical concept for a longitudinal, interoperable and role-based correctional information layer Penitentiary classification is a longitudinal process that is still largely represented through documents. That creates an interesting contradiction. A person may remain within […]

When Protective Strategies Stabilize the State They Were Designed to Manage

27 de August de 2026 Ralph Larson

A systems approach to intervention under uncertainty Contents Introduction 1. Uncertainty is not a state 2. Observed state, protective state and operative state 3. Intervention changes the system 4. The certainty trap 5. Path dependence […]

Can an Exhausted System Become Operational Again?

19 de August de 2026 Ralph Larson

Abstract A system may cease to operate effectively long before it ceases to exist. Functions deteriorate, internal channels lose efficiency, compensatory mechanisms emerge, and individual nodes begin to relocate functions that the primary system can […]

Why AI Needs Operational Frameworks, Not Better Prompts

5 de August de 2026 Ralph Larson

Abstract Artificial intelligence is often evaluated by the quality of its models. This article argues that the real challenge lies elsewhere. In complex systems, the objective is rarely to identify every possible solution, but to […]

Before AI Can Understand Human Behaviour, It Must Understand Human Systems

3 de August de 2026 Ralph Larson

Abstract Artificial intelligence has achieved remarkable progress in language processing, legal reasoning and medical decision support. Yet when applied to human relationships, most current approaches continue to analyze conversations, behavioural descriptions or psychological symptoms in […]

Beyond Rockets. The Apollo Systems

1 de August de 2026 Ralph Larson

Abstract The history of the Space Race is often told through rockets, astronauts and political rivalry. This essay argues that its greatest achievement was neither technological nor ideological, but organizational. The Apollo program demonstrated that […]