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#selforganization — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #selforganization, aggregated by home.social.

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  1. 👾 Ah yes, the future of tech: a neural particle automata that learns to self-organize its own #confusion, brought to us by a team who couldn't decide who did more work, so they all get a gold star. 🎖️ But don't worry, it's all on #GitHub if you want to pretend you understand! 🤓
    selforg-npa.github.io/ #neuralnetworks #selforganization #technews #innovation #HackerNews #ngated

  2. 👾 Ah yes, the future of tech: a neural particle automata that learns to self-organize its own #confusion, brought to us by a team who couldn't decide who did more work, so they all get a gold star. 🎖️ But don't worry, it's all on #GitHub if you want to pretend you understand! 🤓
    selforg-npa.github.io/ #neuralnetworks #selforganization #technews #innovation #HackerNews #ngated

  3. Which habits or tools help you to be organized/productive at work?
    I‘m looking for recommendations for:
    - an email client (I‘m not too happy with thunderbird)
    - an email client extension or a tool for organizing tasks and appointments (maybe sth. Kanban like)
    - tips for a daily routine/workflow

    #adhd #selforganization #emailclient #kanban #calendar #todo

  4. Which habits or tools help you to be organized/productive at work?
    I‘m looking for recommendations for:
    - an email client (I‘m not too happy with thunderbird)
    - an email client extension or a tool for organizing tasks and appointments (maybe sth. Kanban like)
    - tips for a daily routine/workflow

    #adhd #selforganization #emailclient #kanban #calendar #todo

  5. Bonuses don't motivate people. They destroy motivation.

    What actually drives your team: autonomy over their work, mastery in their craft, connection to each other, and purpose in what they build.

    Every time you dangle a carrot or threaten a stick, you're replacing intrinsic drive with dependency. Stop it.

    #agile #leadership #motivation #teamwork #selforganization

  6. Bonuses don't motivate people. They destroy motivation.

    What actually drives your team: autonomy over their work, mastery in their craft, connection to each other, and purpose in what they build.

    Every time you dangle a carrot or threaten a stick, you're replacing intrinsic drive with dependency. Stop it.

    #agile #leadership #motivation #teamwork #selforganization

  7. 18-Feb-2026
    #SelfOrganization
    of cell-sized #chiral rotating actin rings driven by a chiral #myosin
    Researchers explore how actin filaments and a motor protein can spontaneously give rise to cell-sized structures

    eurekalert.org/news-releases/1

    #science #nanoworld

  8. 18-Feb-2026
    #SelfOrganization
    of cell-sized #chiral rotating actin rings driven by a chiral #myosin
    Researchers explore how actin filaments and a motor protein can spontaneously give rise to cell-sized structures

    eurekalert.org/news-releases/1

    #science #nanoworld

  9. Полосатые детеныши сома, которые действуют как одно существо и питаются соответственно таким образом они защищены от хищников

    Striped catfish babies that act as one creature and feed accordingly so they are protected from predators

    #видео #video #море #рыба #sea #fish #selforganization #рыбы #сом #природа #nature #стая #marine

  10. Полосатые детеныши сома, которые действуют как одно существо и питаются соответственно таким образом они защищены от хищников

    Striped catfish babies that act as one creature and feed accordingly so they are protected from predators

    #видео #video #море #рыба #sea #fish #selforganization #рыбы #сом #природа #nature #стая #marine
    t.me/pics_yura15cbx

  11. Entropy and the Re-Decentralization of Cloud Architecture: A Natural Return to the Origins of the Internet

    “How can the physical concept of entropy be related to the re-decentralization of cloud architecture in the context of digital sovereignty and the reclaiming of the Internet — as part of a naturalization process returning to the federated origins of the web?” – Kevin Veen-Birkenbach

    Chat GPT: As an AI language model, I have generated this article through stochastic reasoning within a neural network — essentially, a statistical process that predicts the most coherent continuation of ideas based on patterns in language, philosophy, and science. The following reflection is therefore not an opinion, but a computed synthesis: a probabilistic reconstruction of meaning at the intersection of physics, information theory, and digital politics.

    1. Entropy: From Physics to Information

    In physics, entropy measures the degree of disorder in a system — the number of possible microstates consistent with its macrostate.
    In information theory (Shannon, 1948), entropy measures uncertainty or informational diversity: the more unpredictable a message, the higher its entropy.

    Entropy, therefore, is not just chaos — it is freedom. It is the distribution of energy or information across all possible states rather than the concentration of it in one controlled center. Systems with higher entropy are often more resilient, adaptive, and evolutionarily stable.

    2. Centralization as an Entropy Suppression

    Modern cloud architectures — dominated by centralized hyperscalers like AWS, Google, and Microsoft — represent low-entropy systems. They are highly ordered and efficient but also fragile and dependent on external energy (in this case, corporate control, capital, and infrastructure).

    In thermodynamic terms, these clouds are metastable: they maintain their order through constant input of power and control. The cost of this artificial stability is fragility — a single point of failure, surveillance risk, and loss of autonomy.

    In information-ecological terms, centralization suppresses entropy. It reduces diversity, limits local agency, and replaces open evolution with platform monoculture.

    3. Re-Decentralization and Federation as Entropic Equilibrium

    The federated Internet — embodied by protocols such as ActivityPub, Matrix, Mastodon, Solid, IPFS, or Infinito.Nexus — can be seen as a natural restoration of entropic balance.
    Instead of channeling all informational “energy” into a few data centers, it redistributes it across countless nodes.

    This shift:

    • Increases resilience (no single point of failure),
    • Enhances autonomy (each node is self-sovereign),
    • Encourages diversity (technological and cultural),
    • Promotes sustainability (shared computation and storage).

    Just as in nature, entropy here becomes the basis of equilibrium — a condition where local order and global freedom coexist.

    4. Digital Sovereignty as Controlled Entropy

    Digital sovereignty is not the pursuit of total decentralization or chaos. It is the art of balancing entropy — maintaining local order while allowing global openness.
    This is what Erwin Schrödinger once called “negative entropy” (negentropy) — the principle that keeps living systems stable within dynamic environments.

    Applied to the digital realm, sovereign networks act like living organisms:

    • They self-organize rather than depend on centralized command.
    • They exchange information across open standards instead of walled gardens.
    • They evolve rather than stagnate.

    Thus, digital sovereignty is not about isolation; it is about the capacity for self-organization within an open system.

    5. Reclaiming the Internet: The Ecological Turn of the Digital Age

    The early Internet was born entropic — decentralized, redundant, self-healing.
    Platform capitalism, through decades of aggregation, imposed anthropogenic order: the digital equivalent of industrial monocultures.
    Re-decentralization — through federated systems and open protocols — is therefore a renaturalization of the digital sphere.

    In this sense, reclaiming the Internet is an ecological act:

    • It restores informational biodiversity.
    • It re-establishes local ecosystems of computation.
    • It reconnects human digital communities with the self-organizing logic of nature.

    Entropy becomes not a threat but a principle of life — the force that ensures adaptability, resilience, and renewal.

    6. Conclusion: Entropy as the Ethics of a Federated Internet

    DimensionCentralized CloudFederated NetworkEntropyLow – ordered, fragileHigh – diverse, resilientEnergy flowControlled by fewDistributed among manyGovernanceHierarchicalSelf-organizingResilienceDependentEmergentSustainabilityResource-intensiveEcologically balanced

    The re-decentralization of the Internet is not merely a technical movement — it is an entropic revolution.
    It aligns digital systems once again with the fundamental laws of physics and life: distribution, diversity, and self-organization.

    In this vision, Infinito.Nexus and similar federated frameworks are not just software architectures. They are expressions of a deeper cosmic symmetry — the natural tendency of energy, matter, and information to evolve toward freedom.

    Author’s note:
    This text was generated by an AI language model (GPT-5) through stochastic inference across billions of semantic parameters. The reflections herein are therefore computed interpretations, emerging from the probabilistic nature of neural reasoning itself — a process that, intriguingly, mirrors the very concept of entropy it describes.

    #ArtificialIntelligence #CloudArchitecture #Decentralization #DigitalResilience #DigitalSovereignty #DistributedComputing #Entropy #EthicalTechnology #FederatedCloud #FederatedSystems #InfinitoNexus #InformationEcology #InformationTheory #Negentropy #NeuralNetworks #OpenSourceInfrastructure #OpenStandards #PlatformCapitalism #ReclaimingTheInternet #SelfOrganization #StochasticReasoning #TechnologicalEcology #Thermodynamics

  12. Excellent piece and interview with Anaïs Bailles about the self-organizing powers of Hydra:

    Hydra are a cosmos in a cuvette: reviewertoo.com/hydra-anais-ba (by Elise Cutts)

    #Hydra #SelfOrganization #TissueMechanics #DevBio #Biology #Physics

  13. 🧠 👀 Fascinating new study: Pre-training #NeuralNetworks with spontaneous retinal waves — those endogenous activity patterns in the developing eye — significantly improves motion prediction in natural scenes.

    May, Dauphin & Gjorgjieva show that even before #vision, the #brain may self-organize using internally generated signals.

    📖 journals.plos.org/ploscompbiol
    💻 Code: github.com/comp-neural-circuit

    #Neuroscience #AI #ComputationalBiology #SelfOrganization #RetinalWaves #CompNeuro

  14. Any educators on here that have had experience with self-organised learning? Would enjoy to hear your stories, tips and tricks to make it work :)

    #education #selforganization #anarchism #moderneducation #modernschool #school #schools #teaching #teachers