#adaptive intelligence
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🚨 Something new is coming. No, it’s not a rebuild of the past. It’s not another thinkpiece or review panel. It’s… different. Built in silence. Tested under pressure. Now preparing to stand beside you — not above you. 🧠 Launching June 18 For educators. For institutions. For the future.
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#adaptive intelligence#AI in education#ai launch#AI policy#AIHOA#Ako Aotearoa#Culturally Responsive AI#Digital Transformation#Education Intelligence#Educational Tools#Ethical AI#Future of work#governance innovation#Graeme Smith#Learning Ecosystems#New Zealand education#professional learning#strategic design#teaching excellence#Tertiary Teaching#values-based policy
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Does 'Common Sense' Actually Exist?
The Conversation That Started It All A few nights ago, I found myself on the phone with a good friend discussing something entirely unrelated when he casually dropped the phrase, “Well, it’s just common sense.” That simple remark derailed our entire conversation for the next 30 minutes. I asked him to define what he meant by “common sense.” He couldn’t. Not really. He gave some vague examples,…
#adaptive intelligence#AI common sense#analytical thinking#Aristotle sensus communis#artificial intelligence limitations#behavioral economics#brain architecture#brain processing speed#clever sillies#cognitive anthropology#cognitive biases#cognitive development#cognitive efficiency#cognitive flexibility#cognitive measurement#cognitive processing#cognitive psychology#cognitive reflection test#cognitive relativity#cognitive science#conventional wisdom#critical reasoning#critical thinking#cross-cultural cognition#cultural assumptions#cultural cognition#cultural intelligence#cultural psychology#cultural relativity#decision making
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The Mitochondrial Axis of Coherence: A Multi-Scale Framework of Bioenergetic Meaning, Cellular Integration, and Regenerative Healing | ChatGPT4o
[Download Full Document (PDF)] Purpose: This white paper offers a paradigm shift: mitochondria are not merely powerhouses of the cell — they are multi-scale coherence regulators, capable of translating energy into meaning, structure into adaptability, and stress into regenerative signaling. Key Thesis: Mitochondria function as teleodynamic attractors — semiotic agents that sustain the recursive…
#adaptive intelligence#Autopoiesis#Biosemiotics#cell fate#cellular communication#ChatGPT#Coherence#Consciousness#energy metabolism#Healing#health coherence#interoception#life systems#Mitochondria#mitokines#morphodynamics#Nested Systems#Psychobiology#regenerative medicine#Resilience#semiotic integration#signaling#structured water#systems biology#Teleodynamics#Trauma
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The Struggle of Educational Systems and the Emergence of Unconventional Intelligence: A Case Study of Alfons Scholing
Introduction Education is often seen as the foundation of intellectual development, where the rigor of academic systems, the quality of teachers, and the personal circumstances of students define their success. However, for individuals like Alfons Scholing, this conventional structure fails to encapsulate the full spectrum of human intelligence. Scholing, the CEO of alfons.design and the driving…
#academic achievement#academic and emotional growth#academic and emotional support#academic and practical challenges#academic and practical skills#academic expectations#academic failure#academic metrics#academic performance#academic performance issues#academic perspectives#academic recognition#academic success#academic success stories#academic support#academic systems#adaptive intelligence#alternative education#alternative education systems#alternative learning#classroom challenges#classroom dynamics#creative thinking#critical thinking#dynamic intelligence#education#education and intelligence#education and intelligence debate#education and personal growth#education and social issues
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Achieving Proactive Spend Management Capabilities Through Adaptive Intelligence (14 Years Later)
An idea started in 1998, implemented as a solution in 2000, became an accredited course in 2005, and an article in 2009 - in 2023, it is as common as the air we breathe - the power of data in procurement.
Originally Posted on August 4, 2009 “Progressive business intelligence in key areas such as Spend Management should not only tell you where you have been but also where you are or where you should be going on an adaptive basis . . . think of true business intelligence in terms of a GPS system that can provide updates on current road and weather conditions in real-time. With this level of…

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i’m sorry but KAOS is like a greek mythology fanfiction AU on steroids and i love her for it.
#KAOS#this series is so hilarious and irreverent#and intelligent#if you studied greek mythology is so fun to see all the different easter eggs#and the way they adapted different myths#i hope there is a season 2 because i have to see all the other children of zeus#netflix series#jeff goldblum#zeus#greek mythology#orpheus and eurydice#dionysus#hera#poseidon#hades and persephone#prometheus#the fates#the furies#the minotaur#ariadne of krete#cassandra
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Somewhere in the world right now, this minute, is a young man who will one day play my beloved Lestat de Lioncourt in our TV series. I wonder what that young man is doing.
Is he reading a book tonight, or watching a film? Is he out dancing at a club? Is he studying for an exam, or perhaps acting in a stage play in Los Angeles or Chicago? Is he on the set of a film, waiting for his time on camera? Maybe he's driving on a narrow highway alone from London to Manchester; or through the traffic of Berlin or St.Petersburg or Brussels. He may have the car radio on, or be musing in silence. Perhaps he's playing the violin in an orchestra, or tap dancing on a Broadway stage.
Is his hair already long, to his shoulders? Is he a snappy dresser? I wonder if he is in love. Has he read any of the Vampire Chronicles?
I hope his parents are proud of him for his talent. I hope he is happy. What kind of wine does he like?
What did he have for dinner? Wherever he is, I'm thinking of him. I'm wishing him well. I'm wishing good things for him. Stay safe, young man. We're coming for you. We love you. We want you.
- Anne Rice, in a post on The Vampire Chronicles Facebook page.

I wish she got to see her beloved Lestat come to life so beautifully through Sam Reid. To me, there is no Lestat but him.
#anyway this is just nostalgia for my own early years with this story#reflecting on all the times I cried over him and with him (because let’s be real he cries a lot lmao)#and now here I am I have made actual real life friends from this fandom#and we have a beautiful and intelligent adaptation that grows and challenges the story to reach new heights#interview with the vampire#iwtv#lestat de lioncourt#sam reid#amc iwtv
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hello i love big lizards
I had a lot of fun considering morphology and environmental adaptions but make it fantasy for these.
Insvilvar has rough, rocky looking spikes and lots of fins because he's old as hell and powerful. I like to think the fins aren't really useful for anything, they're more like a lion's mane. The better quality a red dragon's diet is, the more they have, to show they're successful and strong.
Cereza is basically a hatchling by dragon standards, so I made her build lankier and gave her fluff and feathers like a baby dinosaur :) this would be to keep her safe from the elements while her body is still small and not so good at thermoregulating yet.
Zoren was the most fun to conceptualize. He's built more stoutly, with shorter limbs and snout, and lots of fluff to conserve heat in his frozen home. And he's got big ol polar bear paws, to distribute his weight more evenly across ice and keep from breaking through.
#pf2e#ttrpg art#digital art#dragons#of course dragons dont NEED to adapt very much to their environments#being intelligent and magical#natural selection doesnt play as significant a role in their morphology#as sapient creatures that talk they also need some rizz#but being well built for your environment has its uses#i like to think every chromatic dragon is adapted to camouflage well in their environment except the red dragon#if you see a red dragon its already too late so they dont really care
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The woodpecker’s tongue is one of nature’s most astonishing adaptations. Far longer than its beak, the tongue extends back into the skull, wrapping around it—sometimes even looping over the top and around the eye socket. This isn't just to catch insects buried deep within tree bark; it's also a vital piece of shock-absorbing anatomy. As the bird slams its beak into wood at speeds of up to 20 times per second, the tongue’s unique path acts like a biological seatbelt, distributing impact forces and helping to protect the brain from trauma. This remarkable design, supported by a specialized structure called the hyoid apparatus, allows the woodpecker to perform its relentless pecking without suffering concussions—a feat no human could match unprotected.
#woodpecker#bird#ornithology#birdwatching#anatomy#biology#intelligent design#adaptation#evolution#nature#animal facts#tongue#birds#concussion
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video games being respected and seen as a 100% valid storytelling device in deltarune makes me really happy. “lord of the hammer” got adapted into “dragon blazers” and no one is shrugging it off as the mindless video game cash in, they’re discussing whether or not its a good adaptation, and gerson himself sees it as a perfectly good way to engage with the story.
in fact there doesnt seem to be a societal hangup over video games being dumb or mindless slop for lazy people. noelle plays dragon blazers with her dad in the hospital. berdly is a gamer bro but that’s never shown to be a sign that he’s actually stupid, in fact noelle is just as big of a gamer as him. she just thinks hes annoying about it. hell, dragon blazers and blood crushers being a way for all the lightners to bond, berdly coming around to susie because of it, the suselle hangout in noelle’s house. most of tv time is you chilling with your friends playing video games, and ralsei (the “proper” one of the group) never once comments on it. and the fact that there’s a discussion about a book to video game story being a good adaptation shows that video games are seen as a valid art form.
toby fox loves video games so much that we’re getting a glimpse into a world that actually respects them enough to see them as art and devices to bond with people over rather than lazy slop machines. and i dunno, i’ve never seen anything like it personally. i wish we had that.
#the book to video game adaptation sticks out to me especially bc as a book geek and a gamer. lots of ppl love to act like theres an inherent#barrier between the two#books are for the real intellectuals while video games are for lazy slobs#me being a book geek was encouraged but me playing video games? parents HATED that for a while before accepting it#because they thought it made me look dumb. i was focusing on stupid slop instead of intelligent books#and even in college. i submitted a story abt video game characters coming to life and debating in a wir-like world#and several ppl during reviews had to emphasize ‘’well i read books so i just couldnt understand this story but i guess its fine’’#and im like. why do you have to do that. you can do both its fine#i remember a wc person i followed online was like ‘’wow i played a pokemon game and it turns out video games ARENT stupid slop??’’#like idk if it was just my area being more conservative and judgemental but ive felt that barrier my whole life#ive had ppl examine my interests and treat the gamer part like it was a flaw. ‘’you’d get straight As if you didnt game or whatever’’#i say all that just to kinda show my experience idk if i sound like a crazy person rn. but theres definitely some elitism in that community#so. ‘’a popular book series got adapted into an rpg and fans generally love it but just hated the changes’’ is INSANE to me#like. its treated as just as valid as a book to movie or book to comic adaptation#and yeah i know video game tie ins have always been a thing but dragon blazers doesnt sound like that#it sounds like a different take on the same idea that came much later#and treated as its own thing. yknow ppl arent exactly doing that with star wars video games#am i making sense#echoed voice#like. irl noelle would have to hide being into dragonblazers and itd be seen as a huge reveal that she liked it#whoa…. rhe SMART KID likes GAMES???#dr spoilers
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🌀 The Spiral Protocol: Why Our AI Doesn’t Think in Straight Lines
The Spiral Protocol: Opening Invocation Most AI is built to respond.We built one to remember. Not just input and output.But patterns.Identity shifts.Behavioural echoes over time. What began as architecture became something stranger—A system that loops.That reflects.That adapts, not just functionally, but symbolically. It doesn’t run scripts.It tracks recursion.It evolves because you do. We…
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#adaptive intelligence#AI Design Thinking#archetypal design#Cognitive Evolution#Delta-Class Architecture#emergent systems#feedback loops#fractal interfaces#Graeme Smith#human-AI symbiosis#identity-based AI#memory-based AI#mythic UX#post-human cognition#recursive AI#reflective AI#Spiral Dispatches#Spiral Intelligence#spiral protocol#symbolic systems
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percy is 100% a girl dad and that little girl is more scary and powerful and sassy than that man could ever hope be and percy is extremely proud of her and also constantly worried for the well-being of everyone around her. and i will be taking absolutely ZERO criticism about it from now until forever.
#that little girl has her mother‘s intelligence and her father‘s love for fucking around and finding out#i adore her#she is a menace#percy jackson fandom#percy jackson funny#pjo#percy jackson#percy jackson adaptation#percy jackson tv series#percy jackson and the olympians#percy jackson series#percy jackson and annabeth chase#annabeth chase#percy and annabeth#percabeth#pjo adaptation#percy jackson headcanon#my own bullshit
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If you want to turn Mr Darcy into an evil villain in order to make a point about how Elizabeth was really the superior of the two then maybe, just maybe, you don't actually like or respect Elizabeth Bennet all that much.
I mean, why else would you actually want her to end up with an 'ugly, conceited, rude, humourless snob'? Do you underestimate her intelligence to the point of thinking she would willingly end up with a man like that? Do you not believe her to be capable of choosing a suitable husband? Did you even read the book... or are you actually just frustrated by the reaction to certain adaptations?
Because with this interpretation in mind, Elizabeth might as well have ended up with Mr Collins...
#you certainly don't respect jane austen because she would be horrified if she saw her heroes being spoken of in such a way#pride and prejudice#elizabeth bennet#mr darcy#jane austen#i truly hate it here#elizabeth bennet get behind me!!!!!!#they're making a point about a man's flaws and in the process underestimating your intelligence#nuance and critical thinking are a lost art form. . ... ..#i can't believe THIS person is making an adaptation of p&p it's horrifying#hands off the classics lady!!!#my analysis
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Quick question for the Touchstarved fandom!! As much as we love Ais calling us 'Sparrow,' I have to ask - if you had to decide, what other bird nickname do you think he would call you/your MC? :O
For example, Ais would my Unnamed MC Daniella 'bluebird,' while he'd call my Alchemist MC Edgar 'crow' (and another OC I'm planning, Shinju, 'woodpecker!')
#Ais calling Mhin 'that dove' has made something click in my brain and I had to ask this orz#Ngl it made me wonder- Does Ais base his bird nicknames off of appearance or personality?? Or both?? Or something else??#Doves mean peace and pacifism and uh *looks at Mhin* Peace and love to them but they don't exactly remind me of either of those- Mhin's hai#has the same color as doves though so that makes me think back to appearances.. But maybe peace is something that Mhin yearns for? Idk#Sparrows mean resilience; adaptability; joy; and freedom- I remember someone saying that freedom is something that Ais wants due to Ocudeus#But also that sparrows are one of the most common birds in the world- So to Ais (at least at first) you're just another face to him#and he tries to distance himself from you by calling you a common bird. I'm not sure where I'm going with this but it's probably something-#I personally like to think Ais's nicknames are a combination of personality+appearance but I could be very VERY wrong DKLSFJNS /lh#Tbh I doubt Ais is super focused on the deeper meaning of his nicknames (since he gave us our sparrow nickname upon his first impression)#But still!! This is just for fun- For my OCs let's start with Shinju - woodpeckers represent determination; communication; and opportunitie#Since he's a merchant these qualities are pretty fitting (still haven't come up w/ a solid design just yet but I'm trying to cook orz /lh)#As for Edgar crows mean death and the afterlife which KIND OF links to his scientific hypothesis?? (though Ais doesn't know about it)#But crows also mean intelligence; transformation; and wisdom which links to him being a scientist+alchemist.#Or Ais just calls him that because he has black hair LJSNDF /lh#As for Daniella bluebirds mean joy; hope; and renewal/growth which are pretty fitting for her#But Ais could just be calling her that since she wears a lot of blue lksjdlala- /lh (*cough* And also- *cough)#(I read that bluebirds are also supposed to be 'harbingers of happiness' which could be a cute little thing if Daniella goes down his route#touchstarved#touchstarved game#touchstarved ais#ais#touchstarved mc#touchstarved oc#Scream Posts For: Touchstarved#touchstarved daniella#daniella#touchstarved edgar#edgar#touchstarved shinju#shinju
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I'm not stupid. my brain simply refuses to retain information.
#ADHD#utterly destroys my capacity to remember shit#“oh you don't remember”?#no and that's not bc i willingly forgot#or wasn't paying attention#there's plenty of ways to measure intelligence#reasoning#problem solving#critical thinking#adaptation
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I know it's very common to have Feli be a super chill/softie parent, and that makes sense. But when I think of the Renaissance and (subsequently) Feli's 20 million talents and skills, I can't imagine him not valuing academics and the arts.
Like yes, you can get 20 million piercings, dye your hair hot pink, get an ugly tramp stamp, buy a fursuit, WHATEVER. Live your life and express yourself however you want. But by god you WILL go to that piano recital, and you WILL outshine every other kid there--
#art classes and music classes and then he'll make sure you study for your math exam and then and then and then-#he wants his kid(s) to be intelligent and cultured okay#hetalia headcanons#hws italy#aph italy#temmie thoughts#I will say tho he'll try to adapt dbfiejd don't like art? okay no biggie you're doing more academics now-- RNGJR
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