Causal loop summary of my gemini interaction based on comparing the Barrett and Miiller 2026 article Categorization is ‘baked’ into the brain, with Perceptual Control Theory, using Gene Bellinger's AI prompts

Model in support of an article being written about the relationship between investment and austerity. See Version 2

See also:
* Inv vs Aust Sim [IM-2736]
* Inv & Output 1 [IM-2740]
* Inv & Output 2 [IM-2741]

From the Plausibility of life book esp p 220-227

New Learning tend to reduce Outdated Thinking, Communicating & Learning though our Outdated Thinking, Communicating & Learning inhibits new learning. The question is then how do we break this cycle. Adopted from "An Introduction to Systems Thinking with STELLA" by Barry Richmond.

Causal loop diagram summary based on Richard Southwell's video Category Theory For Beginners: Open Dynamical Systems and my Gemini interaction Feb2026 using Gene Bellinger's AI prompts

If I could understand the logic in how '+' and '-' arrows work in this diagram, I would be thrilled! This would solve a lot of confusion I experience with many other diagrams. If I understand it here, I can understand it there.

The limits to growth structure is based on the basic growth structure. And, as should be obvious, nothing grows forever as growth requires resources. Those required resources become a limits to growth.

Concept maps help us to organize and integrate concepts from one or several sources or fields. 

Testingin...

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. To jest kopia modelu stworzonego przez Gene Bellinger

Questo modello ripercorre le dinamiche nella fiaba di  Esopo "Al lupo al lupo!"

WIP Cloned insight (Fig 3.1 from Jorgen Randers book 2052 a Global Forecast for the Next Forty Years) with Fidel Kaboub MMT Prespective CLD kumu added ALso AI based work at Gene's brain link  and Colonial origins (Why Nations Fail Critique paper (also via brain link) Continued top down integration at insight

Nested multilevel inquiry across multiple levels of organization of biology concepts. Adapted from Knippels (2002) PhD Thesis at http://bit.ly/GGcKo1 . Note the similarity to the nested adaptive cycles of socio-ecological systems in IM 1169

As part of becoming familiar with InsightMaker, the purpose of this model is to merely replicate Gene Bellinger's completed "Moose_Wolves" model.  

All credit needs to be given to Gene.   Thank you InsightMaker.com for making it so easy to rebuilt and model and provide details on equations, algorithms.  

Based on the theory of eusociality and multilevel selection.