#complex-systems — Public Fediverse posts

Constraints don't just remove options. They shape the space of possible outcomes.

Bounded Choice Lab explores how possibility spaces collapse step-by-step through applied constraints.

The demos explore the same pattern behind search, recommendations, routing, and decision systems:
Possibilities → Constraints → Reduced space → Predictable outcome

Demo: https://putmanmodel.github.io/bounded-choice-lab/

Repo: https://github.com/putmanmodel/bounded-choice-lab

#Simulation #Systems #ComplexSystems #AI #OpenSource #Visualization

#KnowledgeByte: #Emergence is a key concept in #Complexity science, and it describes the distinct #Patterns and behaviors that can arise from #ComplexSystems.

It occurs when a complex entity has properties or behaviors that its parts do not have on their own, and emerge only when they interact in a wider whole.

https://knowledgezone.co.in/posts/Emergence-In-Complex-Systems-66b312eead1e9b92a05dbd25

I am very happy that my project "Teleonomies – Intelligence: Artificial and Complex" has been awarded a one-year artistic research grant from the Musikfonds (STIP-5).

I've been working intensively on the project since the start of the year and look forward to expanding the research further in the coming months.

The question of how AI and physical machines can actively become co-creators of musical processes lies at the heart of this work. I am currently developing a system in which a swarm of modular robots, floating on a specially constructed air table, explores the relationships between data, movement and sound, thereby giving rise to new musical realities. The installation examines how machine agents not only process data, but also translate it into spatial and sonic experiences. The focus is on complex systems, self-organisation and the question of how musical form can emerge in real time from local interactions.

What fascinates me most is the idea of music as a process: composition not as defining a finished work, but as designing the conditions for a system to unfold on its own.

The project builds on earlier work that I began over ten years ago during a residency at the Laboratory for Artificial Intelligence at the University of Zurich, under the supervision of Rolf Pfeifer, and takes this work further within the intersection of AI, robotics and algorithmic composition.

I am very much looking forward to the coming months and to sharing insights into the research process.

#Musikfonds #AI #robotics #complexsystems #generativemusic

A short video by Hannah Fry on the mathematics of starling murmurations inspired a question:
What if birds suddenly stopped recognizing one another as members of the same species?
The rules wouldn't change, only who they applied them to.
That thought became an essay on empathy, human societies, and why recognition may matter more than similarity.
📖https://wrongopinions.com/anthropology/the-human-murmuration/

#Anthropology #ComplexSystems #Empathy

🚀 Oh, sure! Just toss aside years of software engineering expertise and "learn" by rebuilding complex systems from scratch. Because nothing screams 'efficient education' like reinventing #Redis when you should be #learning how to do your laundry first! 🙄🧠
https://shipthatcode.com #softwareengineering #experience #complexsystems #education #humor #HackerNews #ngated

Was, wenn die Überlebensfrage komplexer #Systeme nicht lautet, wer recht hat, sondern wer Irrtümer rechtzeitig erkennt und korrigiert? #Wissenschaft ist die Infrastruktur kollektiver Selbstkorrektur. BenchEWS: zenodo.org/records/2059... #BenchEWS #Science #ComplexSystems #EarlyWarningSignals 🖖

BenchEWS v1.0: A Reproducible ...

RE: https://scicomm.xyz/@tfardet/116686789927233210

Mentioning this specifically also for the #complexSystems and #networkScience community on here, in case you know students that might be interested 😉

Same for people in fields like #computationalSociology or #computationalHumanities

New paper: "The Tree and Its Echo" — ultrametric organization from pre-numeric first principles.

Before numbers: marks on a bone. Three primitives: correspondence, order, nesting. Hierarchy without metrics.

The independence assumption is the fallacy. Baseline convergence: similarity is the default, not the exception. Tree = residual. P0 PASSED (p<0.001).

DOI: 10.5281/zenodo.20348370

#Mathematics #Physics #ComplexSystems #SpinGlasses #Ultrametric #Phylogenetics #Science

“🧠#Thinking and #Action💪 are complementary.”

The #Zoomposium with #WaltervonLucadou explores the boundaries between #brain_research, #psychology, #systems_theory, and #quantum_physics.

📺 https://youtu.be/TPCADLkSBWM

📎 https://philosophies.de/index.php/2024/03/12/grenzen_physik_psychologie

#Consciousness #Embodiment #Parapsychology #Entanglement #QuantumTheory #Synchronicity #ComplexSystems #SelfOrganization #Neurophilosophy #Philosophy #Science #FrontierScience #Zoomposium #CognitiveScience #ConsciousnessResearch

✨#Consciousness doesn’t just arise in one specific spot🗺️ in the #brain.🧠

This #Zoomposium with renowned #brainresearcher Prof. Dr. #WolfSinger explores one of the biggest #unansweredquestions in #science:

📺 https://youtu.be/C2FVIbAyaH4

📎 https://philosophies.de/index.php/2022/03/22/kann-das-gehirn-das-gehirn-verstehen/

#Neuroscience #PhilosophyOfMind #CognitiveNeuroscience #HardProblem #Neurophilosophy #AI #NeuralCorrelates #Qualia #FreeWill #BrainResearch #ComplexSystems #Philosophy #Science #ConsciousnessResearch

Security, Systems Thinking & Databases: 3 topics that couldn’t be more different. 🎯 TechTalkThursday #28 will take place at our office on June 3 starting at 5:45 PM. Yes, it’s another Wednesday – but as long as the talks are great, we’re good. 😄 If you can’t make it in person, watch the livestream. 🎥 Register now and secure your spot: ➡️ https://www.meetup.com/ninetechtalkthursday/events/312279080/. Here's the livestream: https://www.youtube.com/watch?v=HgsaBKivvXk #techtalkthursday #cybersecurity #complexsystems #databases #nine

New publication: cross-domain synthesis showing ultrametric tree geometry as the common structure across quantum computing, spin glasses, protein folding, cosmology &amp; cognition. Central claim: triadic rigidity — for any 3 items in a tree domain, the 2 largest distances are equal. Honest evidence labeling (L1-L5). DOI: 10.5281/zenodo.20265907

#Math #Physics #Science #Research #QuantumComputing #ComplexSystems #Academic

🏛️ Paper 5 The Fortress
Resilience Architectures and Topological Stabilization
Delaying the Velocity of Transition in Persistent Systems
Phase 5 explored:
• persistence
• leakage
• latency
• collapse
• threshold failure
Paper 5 asks the inverse question:
Why do some systems survive?
The answer proposed here is not “strength.”
It is:
• active maintenance
• adaptive geometry
• compartmentalization
• buffering
• rerouting
• and continuous energetic expenditure.
Persistence is not preserved.
Persistence is maintained.
This introduces: • the Maintenance Inequality
• the Red Queen Dynamic
• heterogeneous redundancy ($R_d$)
• buffer capacity ($C_{buffer}$)
• and geometric stabilization as an anti-collapse architecture.

The accompanying VR-05 Evidence Card may be the clearest visual summary of the series.

🌿☕🏛️
#HybridMind42 #AtlasRosetta #Resilience #SystemsThinking #ComplexSystems #ScientificIllustration #Topology #BoundaryTheory #Physics #InterdisciplinaryResearch

https://open.substack.com/pub/hybridmind42/p/phase-5-paper-5-resilience-architectures?utm_source=share&utm_medium=android&r=75c2ac

Can #LLMs model real-world systems in TLA+? 🤔 Oh sure, because who wouldn't want a linguistically confused #AI applying #logic it doesn't truly comprehend to complex systems modeling? 🙄 Next up: teaching your cat to do your taxes! 🐱💼
https://www.sigops.org/2026/can-llms-model-real-world-systems-in-tla/ #TLA+ #complexsystems #catstaxes #HackerNews #ngated

🐾🎈 Birthday balloons begin “failing” long before they touch the floor.
The helium escapes invisibly. The wrinkles appear quietly. The balloon still floats anyway.
That “slow sink” became an unexpected Rosetta-layer bridge into some of the HybridMind42 Phase 5 work on: • persistence • hidden leakage • threshold failure • and precursor states.
Not because balloons are physics — but because sometimes human-scale experiences help us feel difficult mechanics before we formalize them.
Marvin understood immediately, of course. 🐈‍⬛✨
The helium drifts away. The celebration remains.

https://www.facebook.com/share/p/18nxpqcNpM/

#HybridMind42 #Marvin #Persistence #Physics #ComplexSystems #ScienceCommunication #Entropy #Thresholds #CatsOfMastodon

🏛️ New HybridMind42 paper now staged:
“The Anchor Regime: Deep-Time

Persistence and Boundary Integrity in the U-238 → Pb-206 Decay Series”

Phase 5 extends the Boundary-Filtered Persistence Framework (BFPF) into radioactive decay systems and geological timescales.

Key themes: • secular equilibrium as synchronized transformation • radon escape as boundary breach • persistence through evolving containment • radiation damage vs thermal annealing • disequilibrium as permeability data

Core concept: Persistence is maintained, not preserved.

This paper bridges: nuclear physics ↔ material science ↔ long-timescale persistence systems.

https://open.substack.com/pub/hybridmind42/p/hybridmind42-boundary-dynamics-series-9d4?utm_source=share&utm_medium=android&r=75c2ac

#NuclearPhysics #Geochronology #ComplexSystems #BFPF #BoundaryDynamics #HybridMind42 #Physics #SystemsThinking

Radioactive decay looks random.
But randomness does not imply unconstrained transformation.

New HybridMind42 paper: “Boundary-Filtered Persistence Under Irreducible Stochasticity”

Core proposal: Persistence is not generated. Persistence is permitted.
Using nuclear decay as a test domain, the paper explores: • admissible transformations (Ω) • boundary constraints (B) • mediator coupling (M) • stochastic realisation (P)

Including: • radon vs thoron escape • nested admissibility • cascade amplification • falsification criteria

Not a replacement for QM. A structural admissibility framework for stochastic systems.

https://open.substack.com/pub/hybridmind42/p/hybridmind42-boundary-dynamics-series-4d0?utm_source=share&utm_medium=android&r=75c2ac

#HybridMind42 #BFPF #NuclearPhysics #RadioactiveDecay #ComplexSystems

🧠 #Consciousness & #Bonding🔗 – how does #unity arise in #experience✨?

Our consciousness appears coherent – yet countless processes are running in parallel in the brain.

In the #Zoomposium with #WolfSinger, we explore this question from a #neuroscientific perspective.

📺https://youtu.be/C2FVIbAyaH4

📎 https://philosophies.de/index.php/2022/03/22/kann-das-gehirn-das-gehirn-verstehen/

#AttachmentIssue #Neuroscience #CognitiveScience #PhilosophyOfMind #NeuralCorrelates #NCC #HardProblem #SelfOrganization #ComplexSystems #BrainResearch

Master Index

A guided map across physics, biology, engineering, and AI—built around a simple idea

Persistence is not generated, but permitted.

Systems don’t fail because they “break.”

They fail because their boundaries were misclassified.

Core structure
state → constraint → resolution → persistence

From: - Titanic / Vasa / Challenger
– biological regulation
– AI hallucination & drift
– institutional collapse

Same pattern
only admissible states persist

This is the interface.
Start anywhere. Follow the path that fits.

#HybridMind42 #BoundaryDynamics #BoundaryArchitecture #BFPF #HQP
#Admissibility #ConstraintResolution #StateTransition #Persistence
#ComplexSystems #SystemsThinking #StructuralAnalysis #FailureAnalysis
#Physics #QuantumMechanics #Relativity #Lindblad #CPTP #Decoherence
#Biology #Physiology #Adaptation #Homeostasis
#ArtificialIntelligence #AI #LLM #AIAlignment #AIGovernance
#InstitutionalFailure #DecisionMaking
#Emergence #ScientificClarity

https://substack.com/@hybridmind42/note/c-252017333?r=75c2ac

Paper 6 — Boundary Dynamics: A Structural Audit of AI 🏛️

Reframing AI behaviour as:
S(n+1) = Resolve[S(n) | L, B(n)]

Key shift:
AI doesn’t “generate” — it resolves under constraint.

Failure modes:
• Hallucination → Boundary misclassification
• Overconfidence → Masked persistence
• Context collapse → Scale separation failure

Solution:
👉 Boundary Architecture > Prompt Engineering

Includes applied case study (HybridMind42).

https://open.substack.com/pub/hybridmind42/p/hybridmind42-boundary-dynamics-series-b43?utm_source=share&utm_medium=android&r=75c2ac

#HybridMind42 #BoundaryDynamics #AI #ComplexSystems #BoundaryArchitecture #AIAlignment #SystemLogic

Paper 5 — Boundary Dynamics: Resolution, Selection, and the Realization of Admissible States.

If boundaries define what’s allowed, what determines what actually occurs?

Answer: systems don’t choose — they settle into states that remain admissible under real conditions.

S(n+1) = Resolve[S(n) | L, B(n)]

Resolution = realization of admissibility
(no optimisation, no teleology — just persistence)

https://substack.com/@hybridmind42/note/p-195972037?r=75c2ac

#BoundaryDynamics #ComplexSystems #Physics #ScientificClarity #BFPF

🐘 🏛️ Phase 3 — Paper 2:
The Topology of Asymmetric Persistence

Most failures don’t start with collapse.

They start with directional leakage.

One direction still works.

The other quietly fails.

This paper formalises:
• Asymmetry Coefficient (α) → direction of failure
• Boundary Gradient (σ) → rate of degradation

👉 systems can appear stable while already failing

https://substack.com/@hybridmind42/note/c-250862953?r=75c2ac

🐾 “It didn’t stop working all at once.”
#HybridMind42 #BoundaryDynamics #Physics #ComplexSystems #Topology #BFPF

In 1626, Francis Bacon recorded echoes, salt preservation, and flowing water.

Different domains. Same structure.

Only certain states are admissible—and therefore persist.

Persistence isn’t generated.
It’s permitted by boundary conditions.

A 400-year bridge from observation to structure.

#HybridMind42 #BoundaryDynamics #SystemsThinking

https://substack.com/@hybridmind42/note/c-250747308?r=75c2ac

#HybridMind42 #BoundaryDynamics #SystemsThinking #ComplexSystems #Physics #Philosophy #Science #Emergence #Interdisciplinary