If collapse in #ComplexSystems …
builds up as hidden structural stress, shouldn’t we try to measure it before the tipping point?
Our simulation-based proof-of-concept for the #CRTI #Compression–Resonance–TensionIndex is now openly available on Zenodo …
doi.org/10.5281/zeno... 🖖
If collapse in #ComplexSystems builds up as hidden structural stress, shouldn’t we try to measure it before the tipping point?
Our simulation-based proof of concept for the #CRTI ( #Compression–Resonance–TensionIndex) is now openly available on Zenodo …
doi.org/10.5281/zeno... 🖖
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... 🖖
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🖖
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.🖖
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... 🖖
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
#RecursiveSystems #ComplexSystems #PhilosophyOfScience #FormalLogic #SystemsTheory #Emergence #SignalInteraction #FormalNotation #RecursiveDynamics #SymbolicSystems #MultiAgentSystems #TheoreticalFramework #Preprint #IndependentResearch #TRISIGIL
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
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...
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🖖
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🖖
👨🏻🔬👩🏻🔬 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...
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!
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
In the morning dew hundreds of intricate spider webs appear bejewelled with water droplets, revealing creativity, complexity and beauty #nature #complexsystems
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
KSCB 2026 | Konstanz School of Collective Behaviour
Submission deadline: March 15
#KSCB2026 #Collective #Behavior #School #ComplexSystems #NetworkScience ./14
www.complexitycat.org/posts/KSCB-2...
ISDC 2026 | 2026 International System Dynamics Conference
Submission deadline: March 18
#ISDC2026 #SystemsThinking #Conference #ComplexSystems #Dynamics #NetworkScience ./13
www.complexitycat.org/posts/ISDC-2...
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
#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... 🖖
#Epistemology #Ontology #MetaTheory #TheoreticalFramework #ConceptualFramework #PhilosophyOfScience
#ConsciousnessResearch
#PhilosophyOfConsciousness
#MindTheory
#Qualia
#HardProblem
#ComplexSystems
#SystemsDynamics
#EmergenceTheory
#NonlinearDynamics
#Cybernetics
#GeneralSystemsTheory
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
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
Early technologies chase power.
#ComplexSystems #AIGovernance #SystemsThinking #AIFuture #ResponsibleTech
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 🧵 🧪
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...
