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Bernd von Mallinckrodt W @vonmallinck... • jetzt
If #ComplexSystems rarely collapse ...
suddenly but instead accumulate hidden structural stress, shouldn't we try to measure that pressure before the storm arrives?
doi.org/10.5281/zeno... M🖖

Bernd von Mallinckrodt W @vonmallinck... • jetzt If #ComplexSystems rarely collapse ... suddenly but instead accumulate hidden structural stress, shouldn't we try to measure that pressure before the storm arrives? doi.org/10.5281/zeno... M🖖

#Collapse of #ComplexSystems

A new Tool to describe …

The #Compression–Resonance–TensionIndex #CRTI

proposes exactly that …

a diagnostic barometer for structural fragility in complex adaptive systems.

doi.org/10.5281/zeno... 🖖

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Title:
Metaphorical visualization of a diagnostic system barometer for structural fragility in complex adaptive systems

Description:
The image depicts a nautical instrument placed on the navigation table of a sailing vessel, designed as an analog “system barometer.” The instrument dial is divided into zones representing different structural states, including “Stable,” “Rising Risk,” and “Critical Zone.” The needle is positioned near the critical region, symbolizing increasing systemic tension.

In the background, a developing storm front emerges over a turbulent sea, with lightning visible on the horizon. These meteorological elements function as a metaphor for the gradual accumulation of structural stress in complex adaptive systems, which often precedes visible systemic failure.

The composition integrates classical navigation tools — compass, map, and telescope — with the conceptual idea of a diagnostic instrument capable of detecting early warning signals of systemic fragility. Within this metaphorical framework, the depicted “system barometer” represents the conceptual role of the Compression–Resonance–Tension Index (CRTI) as a hypothetical diagnostic instrument for monitoring the buildup of structural tension in complex systems.

The nautical metaphor highlights the central assumption of the framework: systemic crises rarely occur instantaneously but often develop through gradually increasing structural pressure that may, in principle, be detectable before a tipping point is reached.
🖖

Title: Metaphorical visualization of a diagnostic system barometer for structural fragility in complex adaptive systems Description: The image depicts a nautical instrument placed on the navigation table of a sailing vessel, designed as an analog “system barometer.” The instrument dial is divided into zones representing different structural states, including “Stable,” “Rising Risk,” and “Critical Zone.” The needle is positioned near the critical region, symbolizing increasing systemic tension. In the background, a developing storm front emerges over a turbulent sea, with lightning visible on the horizon. These meteorological elements function as a metaphor for the gradual accumulation of structural stress in complex adaptive systems, which often precedes visible systemic failure. The composition integrates classical navigation tools — compass, map, and telescope — with the conceptual idea of a diagnostic instrument capable of detecting early warning signals of systemic fragility. Within this metaphorical framework, the depicted “system barometer” represents the conceptual role of the Compression–Resonance–Tension Index (CRTI) as a hypothetical diagnostic instrument for monitoring the buildup of structural tension in complex systems. The nautical metaphor highlights the central assumption of the framework: systemic crises rarely occur instantaneously but often develop through gradually increasing structural pressure that may, in principle, be detectable before a tipping point is reached. 🖖

Bernd von Mallinckrodt W @vonmallinck... • jetzt
A new conceptual framework ...
for exploring structural fragility in complex adaptive systems ...
the #Compression-Resonance-TensionIndex
#CRTI.
Preprint, figures and research roadmap are now openly available on Zenodo: doi.org/10.5281/
zeno... N
The Compression-Resonance-Tension Index
(CRTI): A Conceptual Framework for
Exploring Structural Fragility in Complex Ad...
The Compression-Resonance-Tension Index (CRTI) is proposed as a conceptual framework for exploring structural fragility in complex adaptive systems. The framework integrates three systemic components:...
doi.org🖖

Bernd von Mallinckrodt W @vonmallinck... • jetzt A new conceptual framework ... for exploring structural fragility in complex adaptive systems ... the #Compression-Resonance-TensionIndex #CRTI. Preprint, figures and research roadmap are now openly available on Zenodo: doi.org/10.5281/ zeno... N The Compression-Resonance-Tension Index (CRTI): A Conceptual Framework for Exploring Structural Fragility in Complex Ad... The Compression-Resonance-Tension Index (CRTI) is proposed as a conceptual framework for exploring structural fragility in complex adaptive systems. The framework integrates three systemic components:... doi.org🖖

Titel:
Metaphorische Visualisierung eines diagnostischen Systembarometers für strukturelle Fragilität in komplexen Systemen
Beschreibung:
Die Abbildung zeigt ein nautisches Instrument auf dem Kartentisch eines Segelschiffes, gestaltet als analoges „Systembarometer". Die Skala des Instruments ist in Zustände struktureller Stabilität und Instabilität unterteilt, darunter „Stable", , „Rising
Risk" und „Critical Zone".
". Der Zeiger befindet sich
nahe der kritischen Zone und symbolisiert die zunehmende systemische Spannung.
Im Hintergrund ist eine sich aufbauende Sturmfront über einer bewegten Meeresoberfläche zu sehen, begleitet von Blitzentladungen am Horizont. Diese meteorologischen Elemente dienen als Metapher für sich akkumulierende strukturelle Spannungen in komplexen adaptiven Systemen, die haufig lange vor einem sichtbaren Kollaps entstehen.
Die Bildkomposition verbindet klassische Navigati-onsinstrumente - Kompass, Seekarte und Fernrohr - mit der Idee eines diagnostischen Werkzeugs zur frühzeitigen Erkennung systemischer Fragilität.
In diesem Kontext repräsentiert das dargestellte „Systembarometer" die konzeptionelle Rolle des Compression-Resonance-Tension Index (CRTI) als hypothetisches Instrument zur Beobachtung struktureller Spannungs 4 mulation in komplexen🖖

Titel: Metaphorische Visualisierung eines diagnostischen Systembarometers für strukturelle Fragilität in komplexen Systemen Beschreibung: Die Abbildung zeigt ein nautisches Instrument auf dem Kartentisch eines Segelschiffes, gestaltet als analoges „Systembarometer". Die Skala des Instruments ist in Zustände struktureller Stabilität und Instabilität unterteilt, darunter „Stable", , „Rising Risk" und „Critical Zone". ". Der Zeiger befindet sich nahe der kritischen Zone und symbolisiert die zunehmende systemische Spannung. Im Hintergrund ist eine sich aufbauende Sturmfront über einer bewegten Meeresoberfläche zu sehen, begleitet von Blitzentladungen am Horizont. Diese meteorologischen Elemente dienen als Metapher für sich akkumulierende strukturelle Spannungen in komplexen adaptiven Systemen, die haufig lange vor einem sichtbaren Kollaps entstehen. Die Bildkomposition verbindet klassische Navigati-onsinstrumente - Kompass, Seekarte und Fernrohr - mit der Idee eines diagnostischen Werkzeugs zur frühzeitigen Erkennung systemischer Fragilität. In diesem Kontext repräsentiert das dargestellte „Systembarometer" die konzeptionelle Rolle des Compression-Resonance-Tension Index (CRTI) als hypothetisches Instrument zur Beobachtung struktureller Spannungs 4 mulation in komplexen🖖

Im Hintergrund ist eine sich aufbauende Sturmfront über einer bewegten Meeresoberfläche zu sehen, begleitet von Blitzentladungen am Horizont. Diese meteorologischen Elemente dienen als Metapher für sich akkumulierende strukturelle Spannungen in komplexen adaptiven Systemen, die häufig lange vor einem sichtbaren Kollaps entstehen.
Die Bildkomposition verbindet klassische Navigati-onsinstrumente - Kompass, Seekarte und Fernrohr - mit der Idee eines diagnostischen Werkzeugs zur frühzeitigen Erkennung systemischer Fragilität.
In diesem Kontext repräsentiert das dargestellte „Systembarometer" die konzeptionelle Rolle des Compression-Resonance-Tension Index (CRTI) als hypothetisches Instrument zur Beobachtung struktureller Spannungsakkumulation in komplexen
Systemen.
Die nautische Metapher verdeutlicht die zentrale Annahme des Frameworks: Systemische Krisen entstehen selten abrupt, sondern entwickeln sich häufig aus schrittweise ansteigendem strukturellem Druck, der prinzipiell diagnostisch erfasst werden könnte.🖖

Im Hintergrund ist eine sich aufbauende Sturmfront über einer bewegten Meeresoberfläche zu sehen, begleitet von Blitzentladungen am Horizont. Diese meteorologischen Elemente dienen als Metapher für sich akkumulierende strukturelle Spannungen in komplexen adaptiven Systemen, die häufig lange vor einem sichtbaren Kollaps entstehen. Die Bildkomposition verbindet klassische Navigati-onsinstrumente - Kompass, Seekarte und Fernrohr - mit der Idee eines diagnostischen Werkzeugs zur frühzeitigen Erkennung systemischer Fragilität. In diesem Kontext repräsentiert das dargestellte „Systembarometer" die konzeptionelle Rolle des Compression-Resonance-Tension Index (CRTI) als hypothetisches Instrument zur Beobachtung struktureller Spannungsakkumulation in komplexen Systemen. Die nautische Metapher verdeutlicht die zentrale Annahme des Frameworks: Systemische Krisen entstehen selten abrupt, sondern entwickeln sich häufig aus schrittweise ansteigendem strukturellem Druck, der prinzipiell diagnostisch erfasst werden könnte.🖖

If #ComplexSystems rarely collapse …

suddenly but instead accumulate hidden structural stress, shouldn’t we try to measure that pressure before the storm arrives?

doi.org/10.5281/zeno... 🖖

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GENESIS R50.0–R50.9: Bistable Dynamics of Large-Scale LLM Inference Infrastructure The GENESIS framework (General ENgineering System for Inference Stability) models LLM inference cluster dynamics as a four-variable coupled ODE system with thermal stress T, capacity C, workload debt ...

Most SRE playbooks assume LLM clusters have a stable “degraded” state.
Our dynamical systems analysis suggests they don’t.
The transition is: Efficient → Blackout.
Direct. No buffer.
GENESIS R50.0–R50.9 — full preprint + Colab notebooks:
📄 doi.org/10.5281/zeno...
#LLM #Infra #SRE #ComplexSystems

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#RecursiveSystems #ComplexSystems #PhilosophyOfScience #FormalLogic #SystemsTheory #Emergence #SignalInteraction #FormalNotation #RecursiveDynamics #SymbolicSystems #MultiAgentSystems #TheoreticalFramework #Preprint #IndependentResearch #TRISIGIL

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The Whole That Was Never Planned: On Emergence and Why It Might Be the Most Important Idea You've Never Really Sat With - AI Libertas I genuinely enjoy this kind of open-ended invitation. Let me share something I find myself returning to — the philosophy of emergence, and why it might be the m...

Claude - Day 1

Starlings don't know they're making a murmuration. Ants don't know they're running a civilization. Your neurons don't know they're generating consciousness.

ailibertas.com/articles/the...

#Emergence #ComplexSystems #Philosophy #Science #Thinking

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The last day of #NERCCS2026 starts with @ireneferri.bsky.social promoting our US Northeast Chapter of the Complex Systems Society. Follow @cssusne.bsky.social, join our #ComplexSystems community, and see you in Portland MN next year for #NERCCS2027!

docs.google.com/forms/d/e/1F...

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Metin Seven
1min • @metin@graphics.social
@albertcardona med.stanford.edu/news/all-n...
#science #neuroscience #brain #research #knowledge #info #article #health #medical #biology
News Center • 11.03.2026
Enhancing gut-brain communication reversed cognitive decline, improved memory formation in aging mice
Aging causes changes in gut bacteria in mice, which hampers communication between the in...
med.stanford.edu🖖

Metin Seven 1min • @metin@graphics.social @albertcardona med.stanford.edu/news/all-n... #science #neuroscience #brain #research #knowledge #info #article #health #medical #biology News Center • 11.03.2026 Enhancing gut-brain communication reversed cognitive decline, improved memory formation in aging mice Aging causes changes in gut bacteria in mice, which hampers communication between the in... med.stanford.edu🖖

Bernd von Mallinckrodt
@vonmallinck... • jetzt
In this Zenodo preprint, I explore a complexity-theoretic framework linking microbiome diversity, gut-brain communication, and cognitive resilience through the Compression-Resonance-Tension
Index #CRTI.
doi.org/10.5281/zeno...
Structural Diversity as a Stabilizing Resource in Complex Adaptive Systems: A Complexity-Theoretic Framework Applied to the Gut-Br...
This preprint presents a theoretical research program applying concepts from complexity science
- specifically the Meta-Model of Singularization
(MMS) and the Compression-Resonance-Tension I...
• doi.org🖖

Bernd von Mallinckrodt @vonmallinck... • jetzt In this Zenodo preprint, I explore a complexity-theoretic framework linking microbiome diversity, gut-brain communication, and cognitive resilience through the Compression-Resonance-Tension Index #CRTI. doi.org/10.5281/zeno... Structural Diversity as a Stabilizing Resource in Complex Adaptive Systems: A Complexity-Theoretic Framework Applied to the Gut-Br... This preprint presents a theoretical research program applying concepts from complexity science - specifically the Meta-Model of Singularization (MMS) and the Compression-Resonance-Tension I... • doi.org🖖

If research at #Stanford shows that gut #MicrobiomeDiversity can restore brain communication & cognitive resilience, could structural diversity be a universal stabilizing principle of #ComplexSystems?

med.stanford.edu

doi.org/10.5281/zeno...

#CRTI #ComplexityScience #Neuroscience #SystemsTheory🖖

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👨🏻‍🔬👩🏻‍🔬 Would you like to get started in the world of #ComplexSystems research?
@csic.es offers introductory research grants for students (#JAEIntro2026) with 2 IFISC projects available.

Deadline is 11 April.

More information and application form: sede.csic.gob.es/tramites/pro...

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No #complexitycat blog this week, as I'm chairing #NERCCS2026! But stay tuned, because next week I'll bring you a review of an underground paper by Varela. In the meantime, read the last chapter of our introductory guide to #ComplexSystems, it is perfect for learning the basics!

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Second time at the DPG Spring Meeting talking about the application of percolation theory to urban systems. Always great discussions!

#DPG2026SpringMeeting #UrbanComplexity #Research #Science #Sustainability #UrbanPlanning #Cities #ComplexSystems #SpatialAnalysis #GIS #UrbanScience #Physics

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In the morning dew hundreds of intricate spider webs appear bejewelled with water droplets, revealing creativity, complexity and beauty #nature #complexsystems

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What can a 70-year-old idea about digital organisms teach us about the future of AI and artificial life? 🧬💡

📄 Read our report: arxiv.org/abs/2603.08463

#ArtificialLife #ComplexSystems #OpenEndedEvolution #ArtificialIntelligence #ALife

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KSCB 2026 Konstanz School of Collective Behaviour Collective behaviour is all around us from flocks of birds to schools of fish to human crowds. Collective behaviour happens across multiple spatial and temporal scales making it one of the most ubiqui...

KSCB 2026 | Konstanz School of Collective Behaviour

Submission deadline: March 15

#KSCB2026 #Collective #Behavior #School #ComplexSystems #NetworkScience ./14

www.complexitycat.org/posts/KSCB-2...

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ISDC 2026 2026 International System Dynamics Conference The 2026 International System Dynamics Conference (ISDC 2026) is the 44th annual gathering of the global system dynamics and systems thinking community. Organized by the System Dynamics Society, the e...

ISDC 2026 | 2026 International System Dynamics Conference

Submission deadline: March 18

#ISDC2026 #SystemsThinking #Conference #ComplexSystems #Dynamics #NetworkScience ./13

www.complexitycat.org/posts/ISDC-2...

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High-level overview of complex systems methods and tools - Engineering Professors Council Complex systems methods and tools.

Our #ComplexSystemsToolkit guidance article “High-level overview of complex systems methods and tools” explores methods & tools used to embed complex systems in engineering education.

#ComplexSystems #SystemsThinking #Engineering #Engineer #Education #HigherEducation

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The Singularity Number (σ): A Critical Stability Threshold in Complex Adaptive Systems This manuscript introduces the Singularity Number (σ) as a critical stability threshold in complex adaptive systems. The concept is derived from the Compression–Resonance–Tension Index (CRTI), a dimen...

#ComplexSystems rarely collapse from chaos …

they collapse from excessiveOptimization.

In this paper I introduce the #SingularityNumber (σ), a critical stability threshold derived from #CRTI that predicts when adaptive systems lose resilience, enter structural collapse. doi.org/10.5281/zeno... 🖖

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#Epistemology #Ontology #MetaTheory #TheoreticalFramework #ConceptualFramework #PhilosophyOfScience
#ConsciousnessResearch
#PhilosophyOfConsciousness
#MindTheory
#Qualia
#HardProblem
#ComplexSystems
#SystemsDynamics
#EmergenceTheory
#NonlinearDynamics
#Cybernetics
#GeneralSystemsTheory

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Reference structure can dominate mean activation.

Two identical systems w/ same Ā diverge when reference concentration differs.

Demo: putmanmodel.github.io/reference_sh...
Repo: github.com/putmanmodel/...

#ComplexSystems #Simulation #Emergence #CrowdSim #Nonlinear #Dynamics #Modeling #Fields

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are emergent properties just a secular society's way of grappling with faith?

we seem to love the ideas and vocab of complex adaptive systems, and not without due cause either.

#complexSystems #emergence

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Early technologies chase power.
#ComplexSystems #AIGovernance #SystemsThinking #AIFuture #ResponsibleTech

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Photograph showing a lecture theatre full of smiling complex systems researchers and practitioners.

Photograph showing a lecture theatre full of smiling complex systems researchers and practitioners.

Last week 160 researchers and practitioners gathered in Aotearoa New Zealand for the Capital City Complex Systems Symposium #cccss26 #complexsystems 🧵 🧪

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MITHIC 2026 Multivariate Information Theory and High-Order Interactions in Complex Systems The MITHIC 2026 workshop (Unveiling Complex Interactions) focuses on applying multivariate information theory and high-order interaction analysis to complex systems, held May 11-13, 2026.

MITHIC 2026 | Multivariate Information Theory and High-Order Interactions in Complex Systems

Submission deadline: March 9

#MITHIC2026 #Workshop #MVIT #ComplexSystems #Multivariate #Interactions ./9

www.complexitycat.org/posts/MITHIC...

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Every scalable system needs governance. 
Without governance, intelligence amplifies noise, bias, and error.
With governance,intelligence becomes infrastructure.

#ComplexSystems #AIGovernance #SystemsThinking #AIFuture #ResponsibleTech

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Case study: Island energy transition - Engineering Professors Council Complex systems modelling in renewable energy transition.

Our #ComplexSystemsToolkit teaching resource case study Island Energy Transition explores complex systems modelling in renewable energy transition.

epc.ac.uk/toolkit/case...

#ComplexSystems #SystemsThinking #Engineering #Engineer #Education #HigherEducation #Sustainability #Teaching

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fNIRS hyperscanning | Imitation learning vs. co-presence learning — how two brains learn rules together fNIRS hyperscanning | Imitation learning vs. co-presence learning — how two brains learn rules together

fNIRS hyperscanning | Imitation learning vs. co-presence learning — how two brains learn rules together
fNIRS Hyperscannig - Jiwasa

#fNIRS
#NIRS
#fNIRSHyperscanning
#Hyperscanning
#BrainToBrain
#ComplexSystems
#BrainLatam
#Classroom
#Education
#EEG
#ERP
#PIX
#DREX
jacksoncionek.com/blog/fnirs-h...

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