Updated rough draft systems | complexity | cybernetics reading list

See my post on LinkedIn (replicated below) and join the discussion there:
https://www.linkedin.com/posts/antlerboy_rough-draft-systemscomplexitycybernetics-activity-7246779585235664896-64Xz

pdf: https://www.dropbox.com/scl/fi/85zlt0t6ph8qarx7d7gic/2024-09-27-rough-draft-systems-thinking-reading-list-v1.1BT.pdf?rlkey=3rfavacsy4n6sl8j0pyedph1q&st=qagh1418&dl=0
Commentable Google Doc: https://docs.google.com/document/d/1Tt8GgQQj4Qw4HnR7DxKeF370o_HlDlpv/edit?usp=sharing&ouid=115526108239573817578&rtpof=true&sd=true

How do you get into systems | complexity | cybernetics?

Here’s my rough reading list.

There are a lot of answers to the question, many of them connecting with some kind of disjointing break from ‘normal’ ways of seeing and being. Anything from being bullied at school to being dyslexic. Being in an outsider group. Naively applying thinking from one domain to another. Studying a technical problem long enough to suddenly see it in a completely different light – then either have your breakthrough celebrated or rejected.

It isn’t some mystic thing and it doesn’t require to you break from polite society. But it is one of the richest, weirdest, most diverse and challenging, inspiring and confounding, confronting and validating things you can study.

I’m often asked for a reading list for people interested in the field, and I usually suck my teeth. Some of the books are engaging, insightful, humorous, relevant. Others are dry as old twigs but less likely to kindle a spark.

Really, it depends on you and your context – as David Ing says, it’s better to talk of the thinkers and their individual constellations of interests, history, learning, and personal tendencies than it is to talk of schools and fields and separate places.

And even presenting this reading list, I’d say that I’d recommend Terry Pratchett, Douglas Adams, Ursula K Le Guin, Italo Calvino, Jorge Luis Borges, Star Trek, old 20th Century Sci-Fi and Apartheid-era South African writing, art movies and music more – if you happen to be a bit like me. You’ll find your thing, if you’re interested.

But. The books are there – and many of them are *really good*. Top ones I’d recommend came out this decade

  • Hoverstadt’s Grammar of Systems
  • Jackson’s Critical Systems Thinking: A practitioner’s Guide
  • Opening the box – a slim little thing from SCiO colleagues
  • Essential Balances by Velitchkov

The attached list is a bit systems-practice focused. It is also too long and incomplete and partial simply for lack of time and energy.

There are *so many* flavours of systems thinking / complexity / cybernetics – do yourself a favour and don’t flog through stuff that doesn’t work for you, find things that bring your mind alive. Start with the articles and skim through.

But do start, because you will find in here the thinking and tools to find better ways of doing things for organisations, societies, the ecosystem, for people – and a lot of fun.

Tip: to save the pdf, hover over the image of the first page and find the rectangle bottom right – click that and it should go full screen. Top right you’ll have a download option, which when clicked will then resolve into a download button… (which might then open in your browser, but at least as a proper pdf you can save).

So… deep breath… what would you recommend? What do you think is missing?

#systems-thinking

SCIO’s monthly newsletter

SCIO’s March newsletter – posted in full below:

Hello and welcome to the end of March mailing from SCiO.  Please check the Events page on the website for updates https://www.systemspractice.org/events.
Please note that you are welcome to attend any event (allowing for restrictions on members-only events) so long as you speak and understand the language.

COURSES

Please remember that All thirty-one courses now on the SCiO LMS are discounted 10% to members – use the discount code MEMBER10 when booking.  The courses currently available are here.

Multi-course discounts: There is a discount of 20% for any four or more courses and 25% for considerably more. The full set of courses (including future additions) can be had with a 30% discount and this includes access to coaching.

Organisational Development Programmes: If your organisation is interested to use any or all of the courses, substantial discounts of around 50% are available and bespoke programmes can be prepared.

2026 CONFERENCE

The three-day conference: Systems Thinking Systems Practice, took place at Hull University from 24–26 March 2026. It was good to meet some of you there and I hope that you enjoyed it. SCiO was not as involved in the organisation this year and so I cannot guarantee that as much material will be made available. However, Hull have committed to making everything available that they can and this will include recordings of key note speakers and panels. Other material may be more piecemeal. We will structure it in a single page when we see what we have.

__________________________________________________________________________________________________________________________

EVENTS – by country   (click on the name)

  SCiO Belgium   SCiO DACH
  SCiO Finland  SCiO Ireland
  SCiO Nederland  SCiO Polska
  SCiO UK 

______________________________________________________________

  SCiO UK

SCiO UK Virtual Development Event – April 2026

Tue, Apr 14th, 2026  13:00 – 15:00  GMT

SCiO’s Development Event offer an opportunity to draw upon the collective expertise of SCiO members in a friendly and supportive atmosphere. By taking Development Events online, using the Zoom meeting platform, we aim to make them accessible to more SCiO members. Development Events are both for members who are just starting out on a journey to explore Systems Thinking approaches, and for those who have many years of exploration and practice. This is a bring your issues of interest Development Event.

Members only; FREE; Online event; English  BOOK NOW

SCiO UK Virtual Open Meeting – May 2026

Mon, May 18th, 2026  18:30 – 21:00  GMT+1

Virtual Open Meeting: A series of presentations of general interest to Systems and Complexity in Organisation’s members and others. SCiO organises Open Meetings to provide opportunities for practitioners to learn and develop new practice, to build relationships, networks hear about skills, tools, practice and experiences. This virtual meeting will be held on Zoom.

All welcome; FREE; Online event; English  BOOK NOW

______________________________________________________________

  SCiO Belgium

Werkingsjaarafsluiting: Verken de grenzen van je systemisch denken aan de hand van provocatieve vragen

Tue, May 19th, 2026  19:00 – 21:00  CET+1

In deze laatste activiteit verkennen we hoe we vastgeroeste denkpatronen kunnen doorbreken en nieuwe perspectieven kunnen creëren. Door middel van provocatieve vragen onderzoeken deelnemers de grenzen van hun eigen systemische benadering verkennen en innovatieve oplossingen vinden voor complexe problemen. Enkele voorbeelden die relevant zouden kunnen zijn voor het systeem waarmee je geconfronteerd wordt:

  • “Wat als we het probleem precies tegenovergesteld zouden benaderen?”
  • “Stel dat de meest onwaarschijnlijke oplossing de juiste is, wat zou die dan zijn?”
  • “Wie zou er het meeste baat bij hebben als dit probleem niet werd opgelost?”
  • “Welke regels of aannames moeten we breken om een innovatieve oplossing te vinden?”

We vatten de avond zeer interactief op en werken in kleine groepjes, vertrekkende van de systemen waarmee de deelnemers worstelen. Het wordt een avond waarin we creatief, onconventioneel en respectvol gevoelige onderwerpen zullen omdenken.

Members only + guests; 50 euro; Kon. Astridlaan 144, 2800 Mechelen, Belgium; Dutch  BOOK NOW

______________________________________________________________

   SCiO DACH (Deutschland, Österreich, Schweiz)

Entwicklung von Komplexität sowie Arbeits- und Prozessleistung im projektbasierten Maschinenbau

Thu, Apr 23rd, 2026  19:00 – 20:30  CET+1

Zwischenergebnisse einer laufenden Dissertation zur Messbarkeit organisationaler Komplexität im industriellen Umfeld. Im Fokus: Wie nehmen operative Führungskräfte steigende Komplexität wahr – und inwieweit lässt sich diese Wahrnehmung datenbasiert im Unternehmen abbilden? Ein praxisnaher Einblick in erste Befunde, methodisches Vorgehen und weiterführende Forschungsfragen.

Entwicklung von Komplexität sowie Arbeits- und Prozessleistung im projektbasierten Maschinenbau – Carola Ritzinger-Roll

Members only + guests; kostenlos; Online event; German BOOK NOW

______________________________________________________________

  SCiO Finland

Suorituskyvyn rajat – kun ”paras” ei enää riitä

Wed, Apr 1st, 2026  16:00 – 17:30  EEST

Organisaatiot ovat yhä suorituskykyisempiä. Ne optimoivat prosesseja, asettavat tavoitteita, seuraavat mittareita ja palkitsevat onnistumista. Nämä vahvuudet eivät kuitenkaan välttämättä takaa kestävää menestystä tai organisaation elinkelpoisuutta pitkällä aikavälillä. Esityksessä tarkastellaan suorituskykyä organisoivana logiikkana sekä sen rakenteellisia rajoja. Keskustelemme siitä, miten tavoitteilla johtaminen ja suorituskyvyn optimointi menettävät tehoaan ympäristöissä, joissa epälineaarisuus lisääntyy ja arviointikriteerit muuttuvat epävakaiksi, sekä siitä, kuinka nämä rajat usein tulkitaan toimeenpanon ongelmiksi sen sijaan, että kyseenalaistettaisiin taustalla olevia perusoletuksia. Esityksessä tehdään erottelu suorituskykylogiikan ja adaptiivisen logiikan välillä. Tarkoitus ei ole hylätä suorituskykyä, vaan paikantaa sen rajat – ja avata tilaa toisenlaiselle organisoinnin logiikalle.

Suorituskyvyn rajat – kun ”paras” ei enää riitä – Janne J. Korhonen

All welcome; Free; Online event; Finnish BOOK NOW

______________________________________________________________

   SCiO Ireland 

Details of the 2026 programme not added yet. Always worth contacting the organisers through https://www.systemspractice.org/community/ireland.

______________________________________________________________

  SCiO Nederland

SCIO-NL monthly meeting April 2025 (live in Woerden and in Dutch)

Fri, Apr 3rd, 2026  12:30 – 16:00  CET

SCIO-NL komt elke 1e of 2e vrijdag van de maand live bijeen, meestal in Woerden (Pelmolenlaan 2). Er staan (meestal) geen vaste onderwerpen op de agenda (daarvoor organiseren we specifieke andere meetings), maar de ervaring leert dat er altijd wel een interessant gesprek op gang komt over een systemisch onderwerp. Toegankelijk voor iedereen die de jaarlijkse fee voor de live-bijeenkomsten (€50,-) hiervoor betaald. En voor KNVI-leden. En voor gasten. Neem contact op via ed@doitogether.nl als je interesse hebt, maar nog geen lid van de club bent.

NL Members + guests; FREE; Pelmolenlaan 2, Woerden (At the Office) 5, Woerden, Netherlands;  Dutch  BOOK NOW

SCIO-NL monthly meeting May 2025 (live in Woerden and in Dutch)

Fri, May 1st, 2026  12:30 – 16:00  CET

SCIO-NL komt elke 1e of 2e vrijdag van de maand live bijeen, meestal in Woerden (Pelmolenlaan 2). Er staan (meestal) geen vaste onderwerpen op de agenda (daarvoor organiseren we specifieke andere meetings), maar de ervaring leert dat er altijd wel een interessant gesprek op gang komt over een systemisch onderwerp. Toegankelijk voor iedereen die de jaarlijkse fee voor de live-bijeenkomsten (€50,-) hiervoor betaald. En voor KNVI-leden. En voor gasten. Neem contact op via ed@doitogether.nl als je interesse hebt, maar nog geen lid van de club bent.

NL Members + guests; FREE; Pelmolenlaan 2, Woerden (At the Office) 5, Woerden, Netherlands;  Dutch  BOOK NOW

______________________________________________________________

  SCiO Polska

Please check website for meetings.

Steve Hales

Membership Secretary, Treasurer, Online

SCiO – Systems & Complexity in Organisation

The Professional Body for Systems Practitioners

VSM Mapper using LLM from Recursive Systems

https://recursive.systems/

The systems framing: Beyond the 2×2 and why Operating Model Design needs Cybernetic First Principles – Aziz (2026)

Abdul Aziz
Strategy & Performance through Empathy, Architecture and Analytics


March 28, 2026

The systems framing: Beyond the 2×2 and why Operating Model Design needs Cybernetic First Principles | LinkedIn
https://www.linkedin.com/pulse/systems-framing-beyond-22-why-operating-model-design-needs-abdul-aziz-groje/?trackingId=Gdp1cJh%2FSVAHBD03fgla7A%3D%3D

At #STSP26 I argued systems practice is a humanism – Taylor (2026)

Reflections on Systems Thinking Systems Practice – 2026 Conference – Raghavan (2026)

[Requires one of those infernal ‘now check your email’ logins but the trick is to just keep registering – even if already registered – to read the full article]

Pluralistic and Multi-perspective!

Laksh Raghavan

Reflections on Systems Thinking Systems Practice – 2026 Conference
Pluralistic and Multi-perspective!


Laksh Raghavan

Reflections on Systems Thinking Systems Practice – 2026 Conference
https://www.cyb3rsyn.com/p/reflections-on-systems-thinking-systems-practice-2026-conference

Review | A calculus for self-reference – Diaz (2026)


Since Aristotle, we have attempted to avoid self-causation, giving rise to ontic dualisms, Gödel’s incompleteness theorems, and pancomputationalism. In this article, Francisco Varela develops an alternative axiomatic paradigm whose arithmetic and algebra allow us to address self-reference. The implications and interpretation of employing such an alternative mathematical foundation are remarkable, and that is why I will examine it today.

Posted Mar 17, 2026
By Amahury J. L. Díaz

Review | A calculus for self-reference | Complexity Cat
https://www.complexitycat.org/posts/review-calculus-for-self-reference/

Reflective Interpretive Frameworks • Incident 1

Re: William Waites • The Agent That Doesn’t Know Itself

WW:  ❝Why Has Nobody Done This?❞

People who study C.S. Peirce would say reflective reasoning requires triadic relations at core and there is work being done on that.  One of the challenges is clarifying the role of triadic relations in category theory and raising them into higher relief as fundamental operations.

  • Note.  I was looking for a word to describe a random encounter with something that jogs one’s memory of a recurring theme — incident plays into the reflection theme and looked worth trying for now.

Resources

cc: Academia.eduCyberneticsLaws of FormMathstodon
cc: Research GateStructural ModelingSystems ScienceSyscoi

#arithmetization, #c-s-peirce, #godel-numbers, #higher-order-sign-relations, #inquiry-driven-systems, #inquiry-into-inquiry, #logic, #mathematics, #quotation, #recursion, #reflection, #reflective-interpretive-frameworks, #semiotics, #sign-relations, #triadic-relations, #use-and-mention, #visualization

Rich Programmed Activity Models – Karthik Suresh (YouTube)

27 Mar 2026

A talk given at the Systems Thinking Systems Practice conference at Hull in March 2026

Rich Programmed Activity Models

Karthik Suresh

A talk given at the Systems Thinking Systems Practice conference at Hull in March 2026

Rich Programmed Activity Models – YouTube

Toward a Critical Agentic Systems Design Practice – Salvaggio (2026)


Eryk Salvaggio
22 Mar 2026 — 7 min read

Toward a Critical Agentic Systems Design Practice
https://mail.cyberneticforests.com/toward-a-critical-agentic-systems-design-practice/

STPrism

STPrism is not simply a digital library; it is an architectural framework designed to refract the differing point of views from Systems Thinking and Complexity Science into a coherent collection of principles distilled from the unique voices of individual thinkers.

Nutshell _ Mastering the Muddle
https://stprism.idok.me/Nutshell

2026 IEEE International Symposium on Systems Engineering, 22-24 September 2026, Dubrovnik, Croatia

Note that deadline for abstracts will be extended till May and full paper till June 1st

https://ieeesystemscouncil.org/event/conference/2026-ieee-international-symposium-systems-engineering

Philosophical Foundations of General Systems Theory – Challoner (2026)

[In the Facebook group ISA RC51 on Sociocybernetics, John A Challoner writes:]

Philosophical Foundations of General Systems Theory

I’m pleased to share a new paper:“Philosophical Foundations of General Systems Theory” (EFGST 01)

This paper sets out the philosophical basis for the Extended Framework for General Systems Theory (EFGST), integrating two complementary perspectives:

🔶 Cognitive Physicalism – everything that exists is physical and located in space–time, including cognition itself

🔶 Critical Realism – reality exists independently of our knowledge, but our understanding of it is always mediated

Together, these provide a realist yet epistemically modest foundation for systems science.

The paper explores several key implications, including:

🔶 systems as real, structured physical entities

🔶 knowledge as model-based and necessarily partial

🔶 the distinction between observable events and underlying causal structures and

🔶 the idea that the future is constrained but not predetermined, unfolding through branching possibilities shaped by interaction and agency.

One theme that runs throughout is that we never act directly on reality itself, but on representations of it; representations that are sufficient for action, but never complete.

To illustrate this, I’ve included a banner image accompanying the paper. You might like to take a careful look at it…

📄 Download the paper (PDF): https://rational-understanding.com/EFGST#01

📚 Also available on Academia: https://www.academia.edu/165229843/Philosophical_Foundations_of_General_Systems_Theory

This paper forms the first in a series developing a unified systems framework spanning physical, biological, and social domains.

ISA RC51 on Sociocybernetics | Facebook
https://www.facebook.com/groups/ISARC51Sociocybernetics/?multi_permalinks=10166768202953709&notif_id=1774220628000000&notif_t=group_activity&ref=notif

Papers in Systems Discussion: Causal Texture of Organizational Environments (Emery and Trist, 1965) – discussion led by Trond Hjorteland, 6 April 2026, 1pm Eastern Time, online, free

1–2pm, April 6th, 2026

Remote

View schedule

Causal Texture of Organizational Environments

Next in our Papers in Systems discussion series: “The Causal Texture of Organizational Environments” by Fred Emery and Eric Trist

The discussion will be led by Trond Hjorteland. Trond has been bringing many of these classics in sociotechnical systems to broader attention in our field. We are very excited that Trond will lead this!

When: Monday, April 6th, 2025, 1PM – 2PM Eastern Time (US/Canada) (19:00 CET). The Zoom room will remain open until 2:30PM for informal discussion. (Check time in your timezone: WorldTimeBuddy )

The paper is available at: https://media.wiley.com/product_data/excerpt/64/04702605/0470260564.pdf

Some quotes to tease the appetite for reading this 1965 paper:

“A main problem in the study of organizational change is that the environmental contexts in which organizations exist are themselves changing—at an increasing rate, under the impact of technological change. This means that they demand consideration for their own sake.”

“This requires an extension of systems theory. The first steps in systems theory were taken in connection with the analysis of internal processes in organisms, or organizations, which involved relating parts to the whole.”

‘Organizational environments differ in their causal texture, both as regards degree of uncertainty and in many other important respects. A typology is suggested that identifies four ‘‘ideal types”‘

Papers in Systems Discussion: Causal Texture
1–2pm, April 6th, 2026
Remote
View schedule
Causal Texture of Organizational Environments
Next in our Papers in Systems discussion series: “The Causal Texture of Organizational Environments” by Fred Emery and Eric Trist

The discussion will be led by Trond Hjorteland. Trond has been bringing many of these classics in sociotechnical systems to broader attention in our field. We are very excited that Trond will lead this!

When: Monday, April 6th, 2025, 1PM – 2PM Eastern Time (US/Canada) (19:00 CET). The Zoom room will remain open until 2:30PM for informal discussion. (Check time in your timezone: WorldTimeBuddy )

The paper is available at: https://media.wiley.com/product_data/excerpt/64/04702605/0470260564.pdf

Some quotes to tease the appetite for reading this 1965 paper:

“A main problem in the study of organizational change is that the environmental contexts in which organizations exist are themselves changing—at an increasing rate, under the impact of technological change. This means that they demand consideration for their own sake.”

“This requires an extension of systems theory. The first steps in systems theory were taken in connection with the analysis of internal processes in organisms, or organizations, which involved relating parts to the whole.”

‘Organizational environments differ in their causal texture, both as regards degree of uncertainty and in many other important respects. A typology is suggested that identifies four ‘‘ideal types”‘

Papers in Systems Discussion: Causal Texture
https://ti.to/bredemeyer/causaltextureofenvironments

The River of Life: Imagining Our Work as a Living System – NiCarthaigh (2026)

March 19, 2026

Jaxx NiCarthaigh
March 19, 2026
The River of Life: Imagining Our Work as a Living System

The River of Life: Imagining Our Work as a Living System – Dr. Kathy Allen

Differential Logic • Discussion 17

Re: Differential Logic • The Logic of Change and Difference
Re: Systems Science Working Group • Paola Di Maio

PDM:
Subject: Differential Logic —
A point of contact with AI Knowledge Representation

Dear Jon,

Thank you for keeping the bell tolling — your framing of differential logic as the logic of variation arrives at a propitious moment.

For the past year I have been working at the intersection of knowledge representation, non‑logical reasoning, and AI systems, partly through the W3C AI Knowledge Representation Community Group (which I chair) and partly through independent research.  One of the persistent problems we encounter is that classical propositional and first order logic, however powerful for static state description, cannot represent the dynamics of reasoning systems — what changes, how fast, under what perturbation.

Your formulation cuts right to it:  ordinary propositional calculus describes positions in logical space; differential propositional calculus describes movement through it.  The analogy to Leibniz–Newton augmenting Descartes marks a categorical shift.

This connects directly to work I have been developing on what I call the five‑corners framework, extending Nagarjuna’s “catuskoti” (the four‑cornered logic:  true, false, both, neither — with Graham Priest’s fifth corner as refusal of the frame) toward a relational and co‑evolutionary account of knowledge.  The catuskoti gives us positions;  your differential extension gives us the calculus of transitions between them.  The five corners are attractors;  differential logic describes the manifold on which the system moves.

I am attaching a recent research note —

  • “Beyond Formal Logic:  Non‑Logical Forms of Valid Reasoning and Their Implications for AI Knowledge Representation”.  Online.

It documents three classes of reasoning that produce valid outcomes yet resist formalization in FOL:  embodied ecological reasoning, somatic‑intuitive reasoning, and transrational insight.

I suspect your differential extension of propositional calculus may offer formal traction on at least the first two, precisely because it can represent how a reasoning agent’s truth‑value assignments shift as context changes.

I also noticed your reference to neural network activation states and competition constraints in relation to the boundary operator.

This is terrain I am actively exploring in connection with oscillatory network models and a citizen science project on anomalous luminous phenomena (where the signal is change, not static state).  I may have to write a paper on that.

Jotted down some thoughts

With collegial regards,

Paola Di Maio
Chair, W3C AI Knowledge Representation Community Group
Research Lead, Center for Systems, Knowledge Representation and Neuroscience, Ronin Institute

Dear Paola,

Many thanks for your kind reply and comments.

I was getting ready to devote a blog post (or two or three) by way of responding to your very substantial comments and I see you addressed the Systems Science Working Group but your post did not make it through to the web interface.  Did you intend to post it there?  It would help if I had a list link in my response if you did so.  Otherwise, if it’s okay with you, I could just quote the whole of your remarks on my blog.  Please let me know what you prefer.

Regards,
Jon

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cc: Research GateStructural ModelingSystems ScienceSyscoi

#amphecks, #animata, #boolean-algebra, #boolean-functions, #c-s-peirce, #cactus-graphs, #change, #cybernetics, #differential-calculus, #differential-logic, #discrete-dynamics, #equational-inference, #functional-logic, #gradient-descent, #graph-theory, #inquiry-driven-systems, #logic, #logical-graphs, #mathematics, #minimal-negation-operators, #propositional-calculus, #time, #visualization