Causal loop diagram illustrating how evolution, in the form of small incremental change (realized through random genetic mutation) paired with natural selection, serves to evolve species.
Additionally, the diagram illustrates the countering effects of genetic drift, which serves to reduce genetic variation by eliminating beneficial genes.
Clone of Evolutionary Change (2-Loop)
Go to Gene Bellinger's insight version with video link This common archetype of systems that include relapse or recidivism allows exploration of the unintended effects of increasing upstream capacity and swamping downstream capacity. The increase in the relapse rate eventually returns to swamp upstream capacity as well. A social welfare example, based on a TANF case study, from How Small System Dynamics Models Can Help the Policy Process. N. Ghaffarzadegan, J. Lyneis, GP Richardson. System Dynamics Review 27,1 (2011) 22-44 abstract Conference version here
Swamping Insight
System Modeling 5: Gene Regulation
Interaction with Gemini AI using Gene Bellinger's Prompts Jan2026 Focus on Eugenia Cheng's 2024 presentation Learning Category Theory
Learning category theory
Modeling 5: Gene Regulation
System Modeling 5: Gene Regulation Instructions
Small Intestine example from Progress in Biophysics & Molecular Biology Special Issue 2016 From the century of the genome to the century of the organism: New theoretical approaches paper on organization. Compare with Bogdanov (click tag)
Biology Principles of Organization and Variation 1
Level of biological organization linking cell level division and population level evolution
Biology levels and genetics
SM5: Gene Regulation Instructions
This is a stock-flow consistent model, namely a modified version of the simplest (PC) model with money and boonds.
Godley/Lavoie (2006), chapter 4
(I had to change the equation for consumption demand. The disposable income now enters with a time lag of one period. Otherwise the model would be recursive and would not work in Insight Maker. Thanks to Gene for support.)designed by Dirk Ehnts (blog)
PC model
Adapted from Fig.1. and 2, from Ana V Diez Roux (2011) Complex Systems Thinking May Help Us Transcend Current Impasses in Health Disparities Research Am J Public Health 2011;101 1627-1634 http://ajph.aphapublications.org/cgi/content/abstract/101/9/1627?etoc
Genes environment and health disparities interplay
Summary of the Bumpus 2025 paper and 2024 video Wilmer
Leal - Towards a Unified Theory of Time-Varying Data using Gene Bellinger's gemini prompts in a Jan2026 interaction. Paper featured in Nate Osgood's 2025 usask course on Sheaves and Applied Category THeory
Unifying time varying data
Avian Botulism Causal Web
copied from: Gene Bellinger (Shifting the Burden Archetype | Insight Maker)
A shifting the burden structure occurs when there are different ways to address a situation. With one approach being easier, faster, and requiring fewer resources, which do you think gets pursued? The problem is that taking the easier path ensures one will have to take the easier path repeatedly, and makes it harder to pursue the long-term better solution. See also
Archetypes.
Shifting the Burden Archetype
WIP based mostly on Jan
Toporowski
2013 vol 1 and
2018 vol 2 books on Michal Kalecki: An Intellectual Biography
Layout Consistent with David Wheat MacroEconomic model CLD Insight by Gene Bellinger
Kalecki economic thought
Radioaktiver Zerfall nach Beispiel des exponentiellen Zerfall-Modells von Gene Bellinger
Radioaktiver Zerfall
Components of behaviour organised into domains, from NIMH Research Domain Criteria website and BMC paper and 2013 series on current controversies in psychiatry.
Functional dimensions of behavior
Coping but not coping in health and social care: masking the
reality of running organisations beyond safe design capacity. From Eric Wolstenholme Syst. Dyn. Rev. 23, 371–389, (2007)
abstract. See also
IM-1010 for unfolding CLD version. This is a cascade of swamping structures see gene's
insight with video link
Coping but not coping stock flow 2007