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Aneesh SatheThe Plato PlateauThis post started off as a joke. I was attempting to snow clone the Peter Principle for philosophy. It led to a longer thread of thoughts. But first, the snow clone: The Plato Plateau: People philosophize to the level of their anxiety.<a href="https://aneeshsathe.com/wp-content/uploads/2025/07/image-from-rawpixel-id-459434-jpeg.jpg" rel="nofollow noopener" target="_blank"></a>Smoking farmer with branches by Kono Bairei (1844-1895). Digitally enhanced from our own original 1913 edition of Barei Gakan.<ol><li>Anxiety is the realization that you have absolute choice over life – Kierkegaard. Anxiety, in this context is not nervousness. It is a positive thing when harnesses. We harness it everyday.  </li><li>Anxiety is a generative. Anxiety creates identity by locating stable places to launch exploration.</li><li>Action, exploration, and anxiety are a motor. Anxiety → exploration → action → refreshed identity. Inaction leads to identity death</li><li>Realizing you are radically free to choose can also lead to a forest of perceived signals. These can be an overwhelming inbox or simply overloaded ambition.</li><li>When anxiety overwhelms it becomes difficult to tell signal from noise.</li><li>Tools like GTD crash anxiety. When overwhelmed, GTD works well. When there is too little anxiety identity becomes ephemeral. </li><li>GTD isn’t a means to nirvana: GTD integrates 10k, 30k foot views to reintroduce future anxiety.</li><li>When your identity is smeared across too many anxieties you declare anxiety bankruptcy and crash your identity in some safe spot. Journals, sabbaticals, quitting.</li><li>Like the parable of the rock soup, vaporized anxiety needs a place to condense onto. Ideally something disposable but sufficient to let your identity create an “ordered world of meaning”</li><li>Life examination occurs with identity crashes. Philosophy provides just enough of a toehold in the abstract to spur action in the actual. </li><li>Philosophy is a way to spur action absent anxiety/identity. We pick the philosophy depending on the degree of identity loss.</li><li>Philosophy can be broadly sorted as:<ol><li>Survival – laws and tactics oriented</li><li>Social Cohesion- harmony, virtue ethics, etiquette </li><li>Systems level order – algorithms and protocols oriented</li><li>Self Knowledge and Meaning – reflecting on existing and consciousness </li><li>Meta-systems – theorizes about theories</li></ol></li><li>Most scientists and builders work best at level 3 systems level order. Going lower, i-ii, for environmental crises and higher, iv-v, for internal crises. </li><li>Complexity of selected philosophy is not superiority. A rung’s usefulness matches your identity state and environment, not some civilizational high score.</li><li>Philosophy as Periodic Maintenance: Crashing and philosophy sampling are maintenance actions on the place called identity.</li></ol><a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/action/" target="_blank">#action</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/anxiety/" target="_blank">#anxiety</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/business/" target="_blank">#Business</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/existential-anxiety/" target="_blank">#existentialAnxiety</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/existentialism/" target="_blank">#existentialism</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/exploration/" target="_blank">#exploration</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/gtd/" target="_blank">#GTD</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/identity/" target="_blank">#identity</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/kierkegaard/" target="_blank">#Kierkegaard</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/life-design/" target="_blank">#lifeDesign</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/mental-models-2/" target="_blank">#mentalModels</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/personal-development/" target="_blank">#personalDevelopment</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/peter-principle/" target="_blank">#PeterPrinciple</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/philosophy/" target="_blank">#philosophy</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/plato-plateau/" target="_blank">#PlatoPlateau</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/productivity/" target="_blank">#productivity</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/self-improvement/" target="_blank">#selfImprovement</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/stoicism/" target="_blank">#stoicism</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/systems-thinking-2/" target="_blank">#systemsThinking</a>

David IngSlides and video on “Thinking with Time: A brief introduction to Systems Changes Learning” by <a href="https://qoto.org/tags/ZaidKhan" class="mention hashtag" rel="nofollow noopener" target="_blank">#ZaidKhan</a> for Strategic Foresight and Innovation program at <a href="https://bird.makeup/users/ocad" class="u-url mention" rel="nofollow noopener" target="_blank">@ocad</a> "Understanding Systems" course are an easier way into recent progress on <a href="https://qoto.org/tags/SystemsThinking" class="mention hashtag" rel="nofollow noopener" target="_blank">#SystemsThinking</a> foregrounding temporality.<a href="https://coevolving.com/blogs/index.php/archive/thinking-with-time-zaid-khan/" rel="nofollow noopener" target="_blank">https://coevolving.com/blogs/index.php/archive/thinking-with-time-zaid-khan/</a>

Aneesh SatheProblems are Places, Questions are SpacesLast year, while regrouping myself and rebuilding my old curious ways, I had a thought. The common words “spaces” and “places” pass through our minds, fingers, and lips but they deserve a second thought. Unsurprisingly, I wasn’t the first one to consider this and the wealth of reading material helped me write <a href="https://aneeshsathe.com/2025/04/29/we-need-homes-in-the-delta-sector/" rel="nofollow noopener" target="_blank">We Need Homes in the Delta Quadrant</a>. Spaces and places have been an enjoyable lens to look through.Recently, through <a href="https://philosophy.uchicago.edu/faculty/a-callard" rel="nofollow noopener" target="_blank">Agnes Callard</a>’s <a href="https://www.amazon.com/Open-Socrates-Case-Philosophical-Life/dp/1631498460" rel="nofollow noopener" target="_blank">Open Socrates</a>, I was introduced to the Socratic concepts of questions and problems. Initially I thought of it as a newish way to look at things, but I’m converging toward the idea that problems are places and questions are spaces. A quick exploration below as to why.<a href="https://aneeshsathe.com/wp-content/uploads/2025/07/image-from-rawpixel-id-2577-jpeg.jpg" rel="nofollow noopener" target="_blank"></a>Vintage pattern illustration. Digitally enhanced from our own 19th Century Grammar of Ornament book by Owen Jones.Problems impede your quest and solving them makes them disappear. There are established ways of solving problems—recipes, algorithms, or rituals that nudge the obstacle aside so the original activity may continue unabated. Essentially, problems are tractable.Places are tractable too as “an ordered worlds of meaning.” Place-making, like problem-solving, begins by drawing a boundary and then treating that encapsulation as a building black, whatever its inner workings. The moment you can stand somewhere and say “here” you have marked out a place; the moment you can name a difficulty and say “do this” you have packaged a problem.The Socratic question, by contrast, is a quest. It is a hunt whose solution is unknown. Questions do not disappear when solved, instead they are additive and leave you with something, i.e. the solution. A real question insists on orientation before action: you must find north in the wilderness before plotting any march. And yet, along the path to an answer, you inevitably solve problems. Those problems are the markers that help you orient and keep you moving. A previous “solution” to a question can be used as a new place to further explore and prod at the question. In that sense, a question is like the horizon you constantly seek.Spaces feel exactly like that horizon. Spaces are pure potential to be explored by the places that demarcate the space. Identity, orientation, and even memory of a space are created by and stored in the places that surround it. To explore a space you must create stable places around itWhile the new way of thinking about Questions and Problems is great, I still prefer the lens of Spaces and Places. Q&P seem too narrow a set of lenses limited to the human mind. S&P expand that stage and allow us to think of more in that context. What I like even more is that spaces can also be places assuming we allow a boundary to be drawn around the fuzzy nature of a space. As a scientist, this feels a bit more satisfying because it allows you to explore and experiment even when the knowledge isn’t properly tied down by facts. <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/agnes-callard-2/" target="_blank">#AgnesCallard</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/cognitive-frameworks/" target="_blank">#cognitiveFrameworks</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/conceptual-metaphors/" target="_blank">#conceptualMetaphors</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/curiosity/" target="_blank">#curiosity</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/epistemology/" target="_blank">#epistemology</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/knowledge-exploration/" target="_blank">#knowledgeExploration</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/philosophy/" target="_blank">#philosophy</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/place-theory/" target="_blank">#placeTheory</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/placemaking/" target="_blank">#placemaking</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/questions-and-problems/" target="_blank">#questionsAndProblems</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/scientific-inquiry/" target="_blank">#scientificInquiry</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/socratic-method/" target="_blank">#socraticMethod</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/space-and-place/" target="_blank">#spaceAndPlace</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/systems-thinking/" target="_blank">#systemsThinking</a> <a rel="nofollow noopener" class="hashtag u-tag u-category" href="https://aneeshsathe.com/tag/yi-fu-tuan/" target="_blank">#yiFuTuan</a>

Dr. Juande Santander-VelaConway’s Law:«[O]rganizations which design systems (in the broad sense used here) are constrained to produce designs which are copies of the communication structures of these organizations.»— Melvin E. Conway, How Do Committees Invent?<a href="https://en.wikipedia.org/wiki/Conway's_law" rel="nofollow noopener" translate="no" target="_blank">https://en.wikipedia.org/wiki/Conway's_law</a><a href="https://mathstodon.xyz/tags/SystemsEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#SystemsEngineering</a> <a href="https://mathstodon.xyz/tags/SystemsThinking" class="mention hashtag" rel="nofollow noopener" target="_blank">#SystemsThinking</a> <a href="https://mathstodon.xyz/tags/ProjectManagement" class="mention hashtag" rel="nofollow noopener" target="_blank">#ProjectManagement</a>

Andrea Magnorsky 😹 🦙Jakub Jurkiewicz and I have been talking for a while about creating an event that feels a little different — less about broadcasting ideas, and more about building them together.We’re calling it BEACON 🧭 It’s a one-day event for technical leaders 🎤 Talks in the morning to spark ideas 🤝 An unconference in the afternoon to go deeper, together🌱 Theme: sustainable evolution — thoughtful, ongoing change in teams and systems📆 When: 13th October 2025 🗺️ Where: Auckland The event will be catered and ticketed (price TBC) We’re adding to the ecosystem with something more participatory.If you’re curious, add your email here: 📩 <a href="https://forms.gle/KcFvGyESGbU8w6Wr7" rel="nofollow noopener" translate="no" target="_blank">https://forms.gle/KcFvGyESGbU8w6Wr7</a>Please boost for reach 😁 <a href="https://types.pl/tags/TechLeadership" class="mention hashtag" rel="nofollow noopener" target="_blank">#TechLeadership</a> <a href="https://types.pl/tags/systemsThinking" class="mention hashtag" rel="nofollow noopener" target="_blank">#systemsThinking</a> <a href="https://types.pl/tags/Aoteaora" class="mention hashtag" rel="nofollow noopener" target="_blank">#Aoteaora</a> <a href="https://types.pl/tags/tamakimakarau" class="mention hashtag" rel="nofollow noopener" target="_blank">#tamakimakarau</a> <a href="https://types.pl/tags/newZealand" class="mention hashtag" rel="nofollow noopener" target="_blank">#newZealand</a>

PalladiumVF🧠 Systems no longer need humans. Technohumanism has faded — replaced by dataism. We are entering a phase of rapid, deep socio-technological change.🔍 As production and consumption evolve, so do we — as both products and participants.🌐 Migration, digitalization, and collapsing boundaries demand adaptation. But the tech shaping us is still immature. Can we guide it before it governs us?<a href="https://mastodon.social/tags/Futures" class="mention hashtag" rel="nofollow noopener" target="_blank">#Futures</a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://mastodon.social/tags/Society" class="mention hashtag" rel="nofollow noopener" target="_blank">#Society</a> <a href="https://mastodon.social/tags/Tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#Tech</a> <a href="https://mastodon.social/tags/Dataism" class="mention hashtag" rel="nofollow noopener" target="_blank">#Dataism</a> <a href="https://mastodon.social/tags/SystemsThinking" class="mention hashtag" rel="nofollow noopener" target="_blank">#SystemsThinking</a>

Diogo Vicente MendesJust published something I’ve wrestled with for months: Neo-Superdeterminism: Understanding Choice in a Causally Closed Universe.If causality is closed, what becomes of choice, ethics, design?For those who feel the weight of freedom — and wonder if its collapse might be a kind of liberation.Read: <a href="https://philpapers.org/archive/MENNUC.pdf" rel="nofollow noopener" translate="no" target="_blank">https://philpapers.org/archive/MENNUC.pdf</a><a href="https://mastodon.social/tags/superdeterminism" class="mention hashtag" rel="nofollow noopener" target="_blank">#superdeterminism</a> <a href="https://mastodon.social/tags/freewill" class="mention hashtag" rel="nofollow noopener" target="_blank">#freewill</a> <a href="https://mastodon.social/tags/philosophy" class="mention hashtag" rel="nofollow noopener" target="_blank">#philosophy</a> <a href="https://mastodon.social/tags/ethics" class="mention hashtag" rel="nofollow noopener" target="_blank">#ethics</a> <a href="https://mastodon.social/tags/causalclosure" class="mention hashtag" rel="nofollow noopener" target="_blank">#causalclosure</a> <a href="https://mastodon.social/tags/agency" class="mention hashtag" rel="nofollow noopener" target="_blank">#agency</a> <a href="https://mastodon.social/tags/designethics" class="mention hashtag" rel="nofollow noopener" target="_blank">#designethics</a> <a href="https://mastodon.social/tags/systemsthinking" class="mention hashtag" rel="nofollow noopener" target="_blank">#systemsthinking</a> <a href="https://mastodon.social/tags/existentialism" class="mention hashtag" rel="nofollow noopener" target="_blank">#existentialism</a> <a href="https://mastodon.social/tags/writinginpublic" class="mention hashtag" rel="nofollow noopener" target="_blank">#writinginpublic</a>

nullbyte-fullbyte👋 Hi Fediverse! I’m Martin — project manager with a focus on cybersecurity, IT/OT convergence, and systems thinking. Exploring resilient infrastructure, compliance frameworks, and hands-on learning in my homelab.Expect posts on <a href="https://mastodon.world/tags/CyberSecurity" class="mention hashtag" rel="nofollow noopener" target="_blank">#CyberSecurity</a> <a href="https://mastodon.world/tags/Proxmox" class="mention hashtag" rel="nofollow noopener" target="_blank">#Proxmox</a> <a href="https://mastodon.world/tags/SystemsThinking" class="mention hashtag" rel="nofollow noopener" target="_blank">#SystemsThinking</a> <a href="https://mastodon.world/tags/SelfHosting" class="mention hashtag" rel="nofollow noopener" target="_blank">#SelfHosting</a> <a href="https://mastodon.world/tags/Compliance" class="mention hashtag" rel="nofollow noopener" target="_blank">#Compliance</a>.Let’s connect and share thoughts!

Carmen BaileyFunctional detachment... in an age of Systemic disintegration:In an era saturated with information yet starved of wisdom, there exists a cognitive threshold - quietly crossed - where the accumulation of knowledge ceases to be empowering and becomes corrosive. This state, which may be termed functional detachment, arises when the mind, confronted by the scale of systemic contradiction, undergoes a silent rupture. It is not a breakdown. It is the consequence of seeing too clearly.To live in modern society is to endure a relentless dissonance. One must accept ecological destruction as progress, political corruption as governance, economic exploitation as growth, and curated illusion as truth. Institutions meant to protect and inform instead obscure and mislead. Even language is repurposed.. weaponised to conceal intent and maintain power. Under such conditions, clarity becomes a burden.Functional detachment is not apathy or despair. It is the body’s refusal to participate in cognitive and moral falsehoods that no longer reconcile. It begins with hyper-systemic awareness: the capacity to perceive not isolated failures but the interwoven dysfunction of economic, ecological, social, and informational domains. Solutions address symptoms, not causes. Narratives conceal the logic of their own reproduction. Institutions demand submission to illusion.This state is glimpsed across disciplines. In psychology, it resembles dissociation under extreme stress. In philosophy, it evokes existential nausea.. a collapse of meaning structures. In systems theory, it mirrors epistemic crisis: the moment when contradiction overwhelms coherence.Society does not accommodate such awareness. It pathologises it.. calling it cynicism, dysfunction, or pessimism. But this is a reversal. The dysfunction lies not in the individual who detaches from corrupted systems but in the systems that demand complicity in contradiction.Yet if left unexamined, functional detachment risks hardening into paralysis. Seeing everything as broken can neutralise dissent and isolate those who see. The task is not to restore belief in collapsing structures but to build new modes of orientation. Not to rejoin the spectacle, but to stand outside it and create new forms of sense-making, connection, and resistance.This requires a cognitive ethic:One that embraces truth without collapsing into nihilism. One that accepts decay without mistaking it for destiny. One that sees clearly - and acts anyway.To live lucidly now is to reject complicity. Not to retreat into apathy, but to cultivate strategic clarity. Functional detachment is not an end. It is a threshold.. the beginning of a post-illusion life. From here, one does not retreat. One reorients.<a href="https://aus.social/tags/FunctionalDetachment" class="mention hashtag" rel="nofollow noopener" target="_blank">#FunctionalDetachment</a> <a href="https://aus.social/tags/SystemsThinking" class="mention hashtag" rel="nofollow noopener" target="_blank">#SystemsThinking</a> <a href="https://aus.social/tags/PostStructuralism" class="mention hashtag" rel="nofollow noopener" target="_blank">#PostStructuralism</a> <a href="https://aus.social/tags/LateStageCapitalism" class="mention hashtag" rel="nofollow noopener" target="_blank">#LateStageCapitalism</a>

IkeI fraking LOVE systems thinking and theory, emergence and procedural generation, and system design. Im sitting in my local library with a book (borrowed via inter-library loan) about game design ("Advanced Game Design", Sellers 2018) and it starts with a lot of unpacking of systems thinking. <a href="https://pkm.social/tags/systemsthinking" class="mention hashtag" rel="nofollow noopener" target="_blank">#systemsthinking</a> <a href="https://pkm.social/tags/videogames" class="mention hashtag" rel="nofollow noopener" target="_blank">#videogames</a>

HarishjosevThe responsibility of the observer extends through time. Ethics is primarily oriented toward the future. <a href="https://fosstodon.org/tags/cybernetics" class="mention hashtag" rel="nofollow noopener" target="_blank">#cybernetics</a> <a href="https://fosstodon.org/tags/ethics" class="mention hashtag" rel="nofollow noopener" target="_blank">#ethics</a> <a href="https://fosstodon.org/tags/SystemsThinking" class="mention hashtag" rel="nofollow noopener" target="_blank">#SystemsThinking</a>

WulfyThe educator panic over AI is real, and rational. I've been there myself. The difference is I moved past denial to a more pragmatic question: since AI regulation seems unlikely (with both camps refusing to engage), how do we actually work with these systems?The "AI will kill critical thinking" crowd has a point, but they're missing context. Critical reasoning wasn't exactly thriving before AI arrived: just look around. The real question isn't whether AI threatens thinking skills, but whether we can leverage it the same way we leverage other cognitive tools.We don't hunt our own food or walk everywhere anymore. We use supermarkets and cars. Most of us Google instead of visiting libraries. Each tool trade-off changed how we think and what skills matter. AI is the next step in this progression, if we're smart about it.The key is learning to think with AI rather than being replaced by it. That means understanding both its capabilities and our irreplaceable human advantages.1/3 <a href="https://infosec.exchange/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://infosec.exchange/tags/Education" class="mention hashtag" rel="nofollow noopener" target="_blank">#Education</a> <a href="https://infosec.exchange/tags/FutureOfEducation" class="mention hashtag" rel="nofollow noopener" target="_blank">#FutureOfEducation</a> <a href="https://infosec.exchange/tags/AIinEducation" class="mention hashtag" rel="nofollow noopener" target="_blank">#AIinEducation</a> <a href="https://infosec.exchange/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLM</a> <a href="https://infosec.exchange/tags/ChatGPT" class="mention hashtag" rel="nofollow noopener" target="_blank">#ChatGPT</a> <a href="https://infosec.exchange/tags/Claude" class="mention hashtag" rel="nofollow noopener" target="_blank">#Claude</a> <a 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class="mention hashtag" rel="nofollow noopener" target="_blank">#Hutchins</a> <a href="https://infosec.exchange/tags/Sweller" class="mention hashtag" rel="nofollow noopener" target="_blank">#Sweller</a> <a href="https://infosec.exchange/tags/LearningScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#LearningScience</a> <a href="https://infosec.exchange/tags/EducationalPsychology" class="mention hashtag" rel="nofollow noopener" target="_blank">#EducationalPsychology</a> <a href="https://infosec.exchange/tags/SocialLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#SocialLearning</a> <a href="https://infosec.exchange/tags/TechforGood" class="mention hashtag" rel="nofollow noopener" target="_blank">#TechforGood</a> <a href="https://infosec.exchange/tags/EticalAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#EticalAI</a> <a href="https://infosec.exchange/tags/AILiteracy" class="mention hashtag" rel="nofollow noopener" target="_blank">#AILiteracy</a> <a href="https://infosec.exchange/tags/PromptEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#PromptEngineering</a> <a href="https://infosec.exchange/tags/AISkills" class="mention hashtag" rel="nofollow noopener" target="_blank">#AISkills</a> <a href="https://infosec.exchange/tags/DigitalLiteracy" class="mention hashtag" rel="nofollow noopener" target="_blank">#DigitalLiteracy</a> <a href="https://infosec.exchange/tags/FutureSkills" class="mention hashtag" rel="nofollow noopener" target="_blank">#FutureSkills</a> <a href="https://infosec.exchange/tags/LRM" class="mention hashtag" rel="nofollow noopener" target="_blank">#LRM</a> <a href="https://infosec.exchange/tags/AIResearch" class="mention hashtag" rel="nofollow noopener" target="_blank">#AIResearch</a> <a href="https://infosec.exchange/tags/AILimitations" class="mention hashtag" rel="nofollow noopener" target="_blank">#AILimitations</a> <a href="https://infosec.exchange/tags/SystemsThinking" class="mention hashtag" rel="nofollow noopener" target="_blank">#SystemsThinking</a> <a href="https://infosec.exchange/tags/AIEvaluation" class="mention hashtag" rel="nofollow noopener" target="_blank">#AIEvaluation</a> <a href="https://infosec.exchange/tags/MentalModels" class="mention hashtag" rel="nofollow noopener" target="_blank">#MentalModels</a> <a href="https://infosec.exchange/tags/LifelongLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#LifelongLearning</a> <a href="https://infosec.exchange/tags/AIEthics" class="mention hashtag" rel="nofollow noopener" target="_blank">#AIEthics</a> <a href="https://infosec.exchange/tags/HumanCenteredAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#HumanCenteredAI</a> <a href="https://infosec.exchange/tags/DigitalTransformation" class="mention hashtag" rel="nofollow noopener" target="_blank">#DigitalTransformation</a> <a href="https://infosec.exchange/tags/AIRegulation" class="mention hashtag" rel="nofollow noopener" target="_blank">#AIRegulation</a> <a href="https://infosec.exchange/tags/ResponsibleAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#ResponsibleAI</a> <a href="https://infosec.exchange/tags/Philosophy" class="mention hashtag" rel="nofollow noopener" target="_blank">#Philosophy</a>

WulfyAI isn't going anywhere. Time to get strategic: Instead of mourning lost critical thinking skills, let's build on them through cognitive delegation—using AI as a thinking partner, not a replacement.This isn't some Silicon Valley fantasy: Three decades of cognitive research already mapped out how this works:Cognitive Load Theory: Our brains can only juggle so much at once. Let AI handle the grunt work while you focus on making meaningful connections.Distributed Cognition: Naval crews don't navigate with individual genius—they spread thinking across people, instruments, and procedures. AI becomes another crew member in your cognitive system.Zone of Proximal Development We learn best with expert guidance bridging what we can't quite do alone. AI can serve as that "more knowledgeable other" (though it's still early days). The table below shows what this looks like in practice:2/3<a href="https://infosec.exchange/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://infosec.exchange/tags/Education" class="mention hashtag" rel="nofollow noopener" target="_blank">#Education</a> <a href="https://infosec.exchange/tags/FutureOfEducation" class="mention hashtag" rel="nofollow noopener" target="_blank">#FutureOfEducation</a> <a href="https://infosec.exchange/tags/AIinEducation" class="mention hashtag" rel="nofollow noopener" target="_blank">#AIinEducation</a> <a href="https://infosec.exchange/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLM</a> <a href="https://infosec.exchange/tags/ChatGPT" class="mention hashtag" rel="nofollow noopener" target="_blank">#ChatGPT</a> <a href="https://infosec.exchange/tags/Claude" class="mention hashtag" rel="nofollow noopener" target="_blank">#Claude</a> <a href="https://infosec.exchange/tags/EdAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#EdAI</a> <a href="https://infosec.exchange/tags/CriticalThinking" class="mention hashtag" rel="nofollow noopener" target="_blank">#CriticalThinking</a> <a href="https://infosec.exchange/tags/CognitiveScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#CognitiveScience</a> <a href="https://infosec.exchange/tags/Metacognition" class="mention hashtag" rel="nofollow noopener" target="_blank">#Metacognition</a> <a href="https://infosec.exchange/tags/HigherOrderThinking" class="mention hashtag" rel="nofollow noopener" target="_blank">#HigherOrderThinking</a> <a href="https://infosec.exchange/tags/Reasoning" class="mention hashtag" rel="nofollow noopener" target="_blank">#Reasoning</a> <a href="https://infosec.exchange/tags/Vygotsky" class="mention hashtag" rel="nofollow noopener" target="_blank">#Vygotsky</a> <a href="https://infosec.exchange/tags/Hutchins" class="mention hashtag" rel="nofollow noopener" target="_blank">#Hutchins</a> <a href="https://infosec.exchange/tags/Sweller" class="mention hashtag" rel="nofollow noopener" target="_blank">#Sweller</a> <a href="https://infosec.exchange/tags/LearningScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#LearningScience</a> <a href="https://infosec.exchange/tags/EducationalPsychology" class="mention hashtag" rel="nofollow noopener" target="_blank">#EducationalPsychology</a> <a href="https://infosec.exchange/tags/SocialLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#SocialLearning</a> <a href="https://infosec.exchange/tags/TechforGood" class="mention hashtag" rel="nofollow noopener" target="_blank">#TechforGood</a> <a href="https://infosec.exchange/tags/EticalAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#EticalAI</a> <a href="https://infosec.exchange/tags/AILiteracy" class="mention hashtag" rel="nofollow noopener" target="_blank">#AILiteracy</a> <a href="https://infosec.exchange/tags/PromptEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#PromptEngineering</a> <a href="https://infosec.exchange/tags/AISkills" class="mention hashtag" rel="nofollow noopener" target="_blank">#AISkills</a> <a href="https://infosec.exchange/tags/DigitalLiteracy" class="mention hashtag" rel="nofollow noopener" target="_blank">#DigitalLiteracy</a> <a href="https://infosec.exchange/tags/FutureSkills" class="mention hashtag" rel="nofollow noopener" target="_blank">#FutureSkills</a> <a href="https://infosec.exchange/tags/LRM" class="mention hashtag" rel="nofollow noopener" target="_blank">#LRM</a> <a href="https://infosec.exchange/tags/AIResearch" class="mention hashtag" rel="nofollow noopener" target="_blank">#AIResearch</a> <a href="https://infosec.exchange/tags/AILimitations" class="mention hashtag" rel="nofollow noopener" target="_blank">#AILimitations</a> <a href="https://infosec.exchange/tags/SystemsThinking" class="mention hashtag" rel="nofollow noopener" target="_blank">#SystemsThinking</a> <a href="https://infosec.exchange/tags/AIEvaluation" class="mention hashtag" rel="nofollow noopener" target="_blank">#AIEvaluation</a> <a href="https://infosec.exchange/tags/MentalModels" class="mention hashtag" rel="nofollow noopener" target="_blank">#MentalModels</a> <a href="https://infosec.exchange/tags/LifelongLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#LifelongLearning</a> <a href="https://infosec.exchange/tags/AIEthics" class="mention hashtag" rel="nofollow noopener" target="_blank">#AIEthics</a> <a href="https://infosec.exchange/tags/HumanCenteredAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#HumanCenteredAI</a> <a href="https://infosec.exchange/tags/DigitalTransformation" class="mention hashtag" rel="nofollow noopener" target="_blank">#DigitalTransformation</a> <a href="https://infosec.exchange/tags/AIRegulation" class="mention hashtag" rel="nofollow noopener" target="_blank">#AIRegulation</a> <a href="https://infosec.exchange/tags/ResponsibleAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#ResponsibleAI</a> <a href="https://infosec.exchange/tags/Philosophy" class="mention hashtag" rel="nofollow noopener" target="_blank">#Philosophy</a>

WulfyCritical reasoning vs Cognitive DelegationOld School Focus:Building internal cognitive capabilities and managing cognitive load independently.Cognitive Delegation Focus:Orchestrating distributed cognitive systems while maintaining quality control over AI-augmented processes.We can still go for a jog or go hunt our own deer, but for reaching the stars we, the Apes do what Apes do best: Use tools to build on our cognitive abilities. AI is a tool.3/3<a href="https://infosec.exchange/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://infosec.exchange/tags/Education" class="mention hashtag" rel="nofollow noopener" target="_blank">#Education</a> <a href="https://infosec.exchange/tags/FutureOfEducation" class="mention hashtag" rel="nofollow noopener" target="_blank">#FutureOfEducation</a> <a href="https://infosec.exchange/tags/AIinEducation" class="mention hashtag" rel="nofollow noopener" target="_blank">#AIinEducation</a> <a href="https://infosec.exchange/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLM</a> <a href="https://infosec.exchange/tags/ChatGPT" class="mention hashtag" rel="nofollow noopener" target="_blank">#ChatGPT</a> <a href="https://infosec.exchange/tags/Claude" class="mention hashtag" rel="nofollow noopener" target="_blank">#Claude</a> <a href="https://infosec.exchange/tags/EdAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#EdAI</a> <a href="https://infosec.exchange/tags/CriticalThinking" class="mention hashtag" rel="nofollow noopener" target="_blank">#CriticalThinking</a> <a href="https://infosec.exchange/tags/CognitiveScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#CognitiveScience</a> <a href="https://infosec.exchange/tags/Metacognition" class="mention hashtag" rel="nofollow noopener" target="_blank">#Metacognition</a> <a href="https://infosec.exchange/tags/HigherOrderThinking" class="mention hashtag" rel="nofollow noopener" target="_blank">#HigherOrderThinking</a> <a href="https://infosec.exchange/tags/Reasoning" class="mention hashtag" rel="nofollow noopener" target="_blank">#Reasoning</a> <a href="https://infosec.exchange/tags/Vygotsky" class="mention hashtag" rel="nofollow noopener" target="_blank">#Vygotsky</a> <a href="https://infosec.exchange/tags/Hutchins" class="mention hashtag" rel="nofollow noopener" target="_blank">#Hutchins</a> <a href="https://infosec.exchange/tags/Sweller" class="mention hashtag" rel="nofollow noopener" target="_blank">#Sweller</a> <a href="https://infosec.exchange/tags/LearningScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#LearningScience</a> <a href="https://infosec.exchange/tags/EducationalPsychology" class="mention hashtag" rel="nofollow noopener" target="_blank">#EducationalPsychology</a> <a href="https://infosec.exchange/tags/SocialLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#SocialLearning</a> <a href="https://infosec.exchange/tags/TechforGood" class="mention hashtag" rel="nofollow noopener" target="_blank">#TechforGood</a> <a href="https://infosec.exchange/tags/EticalAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#EticalAI</a> <a href="https://infosec.exchange/tags/AILiteracy" class="mention hashtag" rel="nofollow noopener" target="_blank">#AILiteracy</a> <a href="https://infosec.exchange/tags/PromptEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#PromptEngineering</a> <a href="https://infosec.exchange/tags/AISkills" class="mention hashtag" rel="nofollow noopener" target="_blank">#AISkills</a> <a href="https://infosec.exchange/tags/DigitalLiteracy" class="mention hashtag" rel="nofollow noopener" target="_blank">#DigitalLiteracy</a> <a href="https://infosec.exchange/tags/FutureSkills" class="mention hashtag" rel="nofollow noopener" target="_blank">#FutureSkills</a> <a href="https://infosec.exchange/tags/LRM" class="mention hashtag" rel="nofollow noopener" target="_blank">#LRM</a> <a href="https://infosec.exchange/tags/AIResearch" class="mention hashtag" rel="nofollow noopener" target="_blank">#AIResearch</a> <a href="https://infosec.exchange/tags/AILimitations" class="mention hashtag" rel="nofollow noopener" target="_blank">#AILimitations</a> <a href="https://infosec.exchange/tags/SystemsThinking" class="mention hashtag" rel="nofollow noopener" target="_blank">#SystemsThinking</a> <a href="https://infosec.exchange/tags/AIEvaluation" class="mention hashtag" rel="nofollow noopener" target="_blank">#AIEvaluation</a> <a href="https://infosec.exchange/tags/MentalModels" class="mention hashtag" rel="nofollow noopener" target="_blank">#MentalModels</a> <a href="https://infosec.exchange/tags/LifelongLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#LifelongLearning</a> <a href="https://infosec.exchange/tags/AIEthics" class="mention hashtag" rel="nofollow noopener" target="_blank">#AIEthics</a> <a href="https://infosec.exchange/tags/HumanCenteredAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#HumanCenteredAI</a> <a href="https://infosec.exchange/tags/DigitalTransformation" class="mention hashtag" rel="nofollow noopener" target="_blank">#DigitalTransformation</a> <a href="https://infosec.exchange/tags/AIRegulation" class="mention hashtag" rel="nofollow noopener" target="_blank">#AIRegulation</a> <a href="https://infosec.exchange/tags/ResponsibleAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#ResponsibleAI</a> <a href="https://infosec.exchange/tags/Philosophy" class="mention hashtag" rel="nofollow noopener" target="_blank">#Philosophy</a>

David HaighIn my STEM studies, the content is typically objective, factual, mechanical, and devoid of humanity.More recently, first through <a href="https://mstdn.ca/tags/leanthinking" class="mention hashtag" rel="nofollow noopener" target="_blank">#leanthinking</a>, and then into <a href="https://mstdn.ca/tags/agile" class="mention hashtag" rel="nofollow noopener" target="_blank">#agile</a>, <a href="https://mstdn.ca/tags/systemsthinking" class="mention hashtag" rel="nofollow noopener" target="_blank">#systemsthinking</a>, <a href="https://mstdn.ca/tags/industrialengineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#industrialengineering</a>, I've come to realize that engineering with humanity creates progress for everyone, for the long term.Thinkers like Galbraith, Follett, and Matthews show us a fair path, showing the bigger picture and putting humanity over profits.IMHO, <a href="https://saturation.social/@debcha" class="u-url mention" rel="nofollow noopener" target="_blank">@debcha</a> belongs in that same pantheon.1/

Make in PlaceHow do we anticipate vital needs through livable <a href="https://mastodon.design/tags/systems" class="mention hashtag" rel="nofollow noopener" target="_blank">#systems</a>? Which methods feed each other without <a href="https://mastodon.design/tags/waste" class="mention hashtag" rel="nofollow noopener" target="_blank">#waste</a>? What does <a href="https://mastodon.design/tags/innovation" class="mention hashtag" rel="nofollow noopener" target="_blank">#innovation</a> look like when not limited by profitability?Contribute from anywhere to build an <a href="https://mastodon.design/tags/openknowledge" class="mention hashtag" rel="nofollow noopener" target="_blank">#openknowledge</a> bank.REGISTER INTEREST: <a href="https://makeinplace.org" rel="nofollow noopener" translate="no" target="_blank">https://makeinplace.org</a><a href="https://mastodon.design/tags/systemsthinking" class="mention hashtag" rel="nofollow noopener" target="_blank">#systemsthinking</a> <a href="https://mastodon.design/tags/design" class="mention hashtag" rel="nofollow noopener" target="_blank">#design</a> <a href="https://mastodon.design/tags/regenerativedesign" class="mention hashtag" rel="nofollow noopener" target="_blank">#regenerativedesign</a> <a href="https://mastodon.design/tags/inclusivedesign" class="mention hashtag" rel="nofollow noopener" target="_blank">#inclusivedesign</a> <a href="https://mastodon.design/tags/solutions" class="mention hashtag" rel="nofollow noopener" target="_blank">#solutions</a> <a href="https://mastodon.design/tags/naturebasedsolutions" class="mention hashtag" rel="nofollow noopener" target="_blank">#naturebasedsolutions</a> <a href="https://mastodon.design/tags/foodsystems" class="mention hashtag" rel="nofollow noopener" target="_blank">#foodsystems</a> <a href="https://mastodon.design/tags/degrowth" class="mention hashtag" rel="nofollow noopener" target="_blank">#degrowth</a> <a href="https://mastodon.design/tags/postgrowth" class="mention hashtag" rel="nofollow noopener" target="_blank">#postgrowth</a> <a href="https://mastodon.design/tags/DoughnutEconomics" class="mention hashtag" rel="nofollow noopener" target="_blank">#DoughnutEconomics</a> <a href="https://mastodon.design/tags/lowtech" class="mention hashtag" rel="nofollow noopener" target="_blank">#lowtech</a> <a href="https://mastodon.design/tags/decentralization" class="mention hashtag" rel="nofollow noopener" target="_blank">#decentralization</a> <a href="https://mastodon.design/tags/solidarity" class="mention hashtag" rel="nofollow noopener" target="_blank">#solidarity</a> <a href="https://mastodon.design/tags/justtransition" class="mention hashtag" rel="nofollow noopener" target="_blank">#justtransition</a> <a href="https://mastodon.design/tags/openscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#openscience</a>

Trond HjortelandRehearsing the talk for <a href="https://m.aardling.social/@dddeu" class="u-url mention" rel="nofollow noopener" target="_blank">@dddeu</a> next week (yup, I actually do that! 😁) and it's coming together rather nicely. I look forward to presenting my current take on systems thinking and its importance to us. We need it more than ever. <a href="https://hachyderm.io/tags/DDDEU" class="mention hashtag" rel="nofollow noopener" target="_blank">#DDDEU</a> <a href="https://hachyderm.io/tags/systemsThinking" class="mention hashtag" rel="nofollow noopener" target="_blank">#systemsThinking</a>

DJUsed to work for NASA. Now I work for the people. America, baby— You built me. And now I’m taking the wheel.<a href="https://mastodon.social/tags/retrostyle" class="mention hashtag" rel="nofollow noopener" target="_blank">#retrostyle</a> <a href="https://mastodon.social/tags/forthepeople" class="mention hashtag" rel="nofollow noopener" target="_blank">#forthepeople</a> <a href="https://mastodon.social/tags/nasa" class="mention hashtag" rel="nofollow noopener" target="_blank">#nasa</a> <a href="https://mastodon.social/tags/systemsthinking" class="mention hashtag" rel="nofollow noopener" target="_blank">#systemsthinking</a> <a href="https://mastodon.social/tags/artisresistance" class="mention hashtag" rel="nofollow noopener" target="_blank">#artisresistance</a>

David IngWeb video of lecture on "Pacing Changes: Elevating the when+where in living systems", for <a href="https://qoto.org/tags/AnnaChekhman" class="mention hashtag" rel="nofollow noopener" target="_blank">#AnnaChekhman</a> course on Designing Future Systems <a href="https://qoto.org/tags/YorkUniveristy" class="mention hashtag" rel="nofollow noopener" target="_blank">#YorkUniveristy</a> School of the Arts, Media, Performance & Design, Toronto . Advancing <a href="https://qoto.org/tags/SystemsThinking" class="mention hashtag" rel="nofollow noopener" target="_blank">#SystemsThinking</a> with <a href="https://qoto.org/tags/SystemsChange" class="mention hashtag" rel="nofollow noopener" target="_blank">#SystemsChange</a> research. <a href="https://coevolving.com/blogs/index.php/archive/pacing-changes-elevating-the-whenwhere-in-living-systems/" rel="nofollow noopener" target="_blank">https://coevolving.com/blogs/index.php/archive/pacing-changes-elevating-the-whenwhere-in-living-systems/</a>

Alex Enkerli<a href="https://micro.blog/activitypub/thoughtshrapnel" class="u-url mention" rel="nofollow noopener" target="_blank">@thoughtshrapnel</a> Nice shoutout <a href="https://social.coop/@inevernu" class="u-url mention" rel="nofollow noopener" target="_blank">@inevernu</a> ! Would listen in to a chat between the two of you about <a href="https://scholar.social/tags/SystemsThinking" class="mention hashtag" rel="nofollow noopener" target="_blank">#SystemsThinking</a>. Maybe with our friends at Look Wonder Discover? <a href="https://lookwonderdiscover.org/who-we-are/" rel="nofollow noopener" translate="no" target="_blank">https://lookwonderdiscover.org/who-we-are/</a>(Also, microblog didn’t allow me to log in with this account, for some reason.)

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