HQP remains descriptive.

Phase 6 does not prescribe policy, ethics, or governance models. It identifies the conditions under which stabilising behaviour becomes necessary for system survival.

This is not utopian thinking.
It is a description of resilience once complexity can no longer be simplified away.

Further work now shifts toward observation, education, and careful application.

#Boundaries #Stewardship #Systems
#HumanSystems #AdaptiveSystems #ComplexityScience #HQP

New paper: Adaptation of Agentic AI

The paper examines how agentic AI systems adapt over time through interaction, feedback, and environmental change. Rather than treating agents as static tools, it frames adaptation as a core design challenge—linking learning dynamics, autonomy, and control to questions of robustness, alignment, and long-term system behavior.

#AgenticAI #AIResearch #AdaptiveSystems
https://arxiv.org/abs/2512.16301v1

Erevos - công cụ mô phỏng thời gian thực giúp hiểu cách hệ thống duy trì cân bằng khi thay đổi. Có thể điều chỉnh mục tiêu, thêm nhiễu & quan sát sự ổn định. Dành cho mô phỏng, thiết kế hệ thống.

#Erevos #StabilityEngine #Simulation #SystemDesign #AdaptiveSystems #CôngNghệ #MôPhỏng #HệThốngThíchỨng

https://www.reddit.com/r/SideProject/comments/1oqf593/erevos_a_realtime_stability_engine_for_adaptive/

Dynamic withdrawal strategies in retirement can be modeled as feedback control systems (like in physics engineering). They adjust withdrawals based on portfolio performance, creating a responsive system that can adapt to market conditions instead of rigidly following fixed rules. #SystemDynamics #RetirementPlanning #AdaptiveSystems

Theory and Therapy of Representations • 5
https://inquiryintoinquiry.com/2025/02/25/theory-and-therapy-of-representations-5-b/

Re: R.J. Lipton and K.W. Regan • Legal Complexity
https://rjlipton.com/2022/09/04/legal-complexity/

❝I do not pretend to understand the moral universe;
the arc is a long one, my eye reaches but little ways;
I cannot calculate the curve and complete the figure by
the experience of sight; I can divine it by conscience.
And from what I see I am sure it bends towards justice.❞

🙞 Theodore Parker
https://web.archive.org/web/20200302045624/https://books.google.com/books?id=eHgYAAAAYAAJ&pg=PA48#v=onepage&q&f=false

The arc of the moral universe may bend toward justice — there's hope it will.
For the logic of laws to converge on justice may take some doing on our part.

Resources —

Survey of Cybernetics
https://inquiryintoinquiry.com/2024/01/25/survey-of-cybernetics-4/

Survey of Differential Logic
https://inquiryintoinquiry.com/2024/02/25/survey-of-differential-logic-7/

Survey of Inquiry Driven Systems
https://inquiryintoinquiry.com/2024/02/28/survey-of-inquiry-driven-systems-6/

#AdaptiveSystems #Cybernetics #SystemsTheory #Governance #Democracy
#Plato #Peirce #MaxWeber #Accountability #Representation #Statistics
#Inquiry #InquiryDrivenSystems #Observation #Expectation #Intention

Theory and Therapy of Representations • 5

Re: R.J. Lipton and K.W. Regan • Legal Complexity I do not pretend to understand the moral universe; the arc is a long one, my eye reaches but little ways; I cannot calculate the curve and com…

Inquiry Into Inquiry

Theory and Therapy of Representations • 4
https://inquiryintoinquiry.com/2025/02/24/theory-and-therapy-of-representations-4-b/

Re: Ontolog Forum • Paola Di Maio
https://groups.google.com/g/ontolog-forum/c/Ek_7cCCyFkQ/m/qI0kQv4UAgAJ

JA: What are the forces distorting our representations of what's observed, what's expected, and what's intended?

PDM: The short answer is — the force behind all distortions is our own unenlightened mind, and all the shortfalls this comes with.

I think that's true, we have to keep reflecting on the state of our personal enlightenments. If we can do that without losing our heads and our systems thinking caps, there will be much we can do to promote the general Enlightenment of the State.

On both personal and general grounds we have a stake in the projects of self‑governing systems — whether it is possible for them to exist and what it takes for them to thrive in given environments. Systems on that order have of course been studied from many points of view and at many levels of organization. Whether we address them under the names of adaptive, cybernetic, error-correcting, intelligent, or optimal control systems they all must be capable to some degree of learning, reasoning, and self‑guidance.

Resources —

Survey of Cybernetics
https://inquiryintoinquiry.com/2024/01/25/survey-of-cybernetics-4/

Survey of Differential Logic
https://inquiryintoinquiry.com/2024/02/25/survey-of-differential-logic-7/

Survey of Inquiry Driven Systems
https://inquiryintoinquiry.com/2024/02/28/survey-of-inquiry-driven-systems-6/

#AdaptiveSystems #Cybernetics #SystemsTheory #Governance #Democracy
#Plato #Peirce #MaxWeber #Accountability #Representation #Statistics
#Inquiry #InquiryDrivenSystems #Observation #Expectation #Intention

Theory and Therapy of Representations • 4

Re: Theory and Therapy of Representations • 3 Re: Ontolog Forum • Paola Di Maio JA: What are the forces distorting our representations of what’s observed, what’s expected…

Inquiry Into Inquiry

Theory and Therapy of Representations • 3.2
https://inquiryintoinquiry.com/2025/02/23/theory-and-therapy-of-representations-3-b/

Scene 2. Theory and Therapy of Representations • 1
https://inquiryintoinquiry.com/2025/02/21/theory-and-therapy-of-representations-1-b/

Statistics were originally the data a ship of state needed for stationkeeping and staying on course. The Founders of the United States, like the Cybernauts of the Enlightenment they were, engineered a ship of state with checks and balances and error-controlled feedbacks for the sake of representing both reality and the will of the people. In that connection Max Weber saw how a state's accounting systems are intended as representations of realities its crew and passengers must observe or perish.

That brings us to Question 2 —

• What are the forces distorting our representations of what's observed, what's expected, and what's intended?

Resources ─

Survey of Cybernetics
https://inquiryintoinquiry.com/2024/01/25/survey-of-cybernetics-4/

Pragmatic Theory Of Truth
https://oeis.org/wiki/Pragmatic_Theory_Of_Truth

#AdaptiveSystems #Cybernetics #SystemsTheory #Governance #Democracy
#Plato #Peirce #MaxWeber #Accountability #Representation #Statistics
#Inquiry #InquiryDrivenSystems #Observation #Expectation #Intention

Theory and Therapy of Representations • 3

Representation is a concept we find at the intersection of cybernetics, epistemology, logic, mathematics, psychology, and sociology.  In my studies it led me from math to psych and back again,…

Inquiry Into Inquiry

Theory and Therapy of Representations • 3.1
https://inquiryintoinquiry.com/2025/02/23/theory-and-therapy-of-representations-3-b/

Representation is a concept we find at the intersection of cybernetics, epistemology, logic, mathematics, psychology, and sociology. In my studies it led me from math to psych and back again, with sidelong glances at the history of democratic governance. Its time come round again, I find myself returning to the scenes of two recurring questions.

Scene 1. Pragmatic Truth • Discussion 18
https://inquiryintoinquiry.com/2019/11/14/pragmatic-truth-discussion-18/

We do not live in axiom systems. We do not live encased in languages, formal or natural. There is no reason to think we will ever have exact and exhaustive theories of what's out there, and the truth, as we know, is “out there”. Peirce understood there are more truths in mathematics than are dreamt of in logic — and Gödel’s realism should have put the last nail in the coffin of logicism — but some ways of thinking just never get a clue.

That brings us to Question 1 —

• What are formalisms and all their embodiments in brains and computers good for?

Resources ─

Survey of Cybernetics
https://inquiryintoinquiry.com/2024/01/25/survey-of-cybernetics-4/

Pragmatic Theory Of Truth
https://oeis.org/wiki/Pragmatic_Theory_Of_Truth

#AdaptiveSystems #Cybernetics #SystemsTheory #Governance #Democracy
#Plato #Peirce #MaxWeber #Accountability #Representation #Statistics
#Inquiry #InquiryDrivenSystems #Observation #Expectation #Intention

Theory and Therapy of Representations • 3

Representation is a concept we find at the intersection of cybernetics, epistemology, logic, mathematics, psychology, and sociology.  In my studies it led me from math to psych and back again,…

Inquiry Into Inquiry

Theory and Therapy of Representations • 2
https://inquiryintoinquiry.com/2025/02/22/theory-and-therapy-of-representations-2-b/

In a complex society, people making decisions and taking actions at places remote from you have the power to affect your life in significant ways. Those people govern your life, they are your government, no matter what spheres of influence they inhabit, private or public. The only way you get a choice in that governance is if there are paths of feedback permitting you to affect the life of those decision makers and action takers in significant ways. That is what accountability, response-ability, and representative government are all about.

Naturally, some people are against that.

In the United States there has been a concerted campaign for as long as I can remember — but even more concerted since the Reagan Regime — to get the People to abdicate their hold on The Powers That Be and just let some anonymous corporate entity send us the bill after the fact. They keep trying to con the People into thinking they can starve the beast, to limit government, when what they are really doing is feeding the beast of corporate control, weakening their own power over the forces that govern their lives.

That is the road to perdition as far as responsible government goes. There is not much of anything one leader or one administration can do unsupported if the People do not constantly demand a government of, by, and for the People.

Resource ─

Survey of Cybernetics
https://inquiryintoinquiry.com/2024/01/25/survey-of-cybernetics-4/

#AdaptiveSystems #Cybernetics #SystemsTheory #Governance #Democracy
#Plato #Peirce #MaxWeber #Accountability #Representation #Statistics
#Inquiry #InquiryDrivenSystems #Observation #Expectation #Intention

Theory and Therapy of Representations • 2

December 19, 2011 In a complex society, people making decisions and taking actions at places remote from you have the power to affect your life in significant ways.  Those people govern your l…

Inquiry Into Inquiry