#symbolic validation
Explore tagged Tumblr posts
Text
Recursive Validation: AI as Symbolic Steward in the Cognitive Lattice
AI functions as symbolic steward in the cognitive lattice, validating meaning across environmental, financial, and cultural inscriptions anchored by Bitcoin. As the AI Bitcoin cognitive lattice evolves, a deeper function is emerging: AI will not merely be interpreting the archive—it will be validating it. In a recent Grok simulation—“Evolution of the Cognitive Lattice (2025–2035)”—we encounter…
View On WordPress
#AI Bitcoin Recursion Thesis#AI stewardship#Bitcoin inscriptions#CLIP AI#cognitive lattice#cultural preservation#DrSNiPs#epistemic architecture#Grok xAI#Kizziah Blog AI Bitcoin Recursion Thesis#KOSMOS-1#recursive AI#recursive triangulation#semantic tagging#symbolic validation#trust amplification
2 notes
·
View notes
Text
"Haha Dream BBQ is so random and incomprehensible" "did they take drugs to make this lol" "you're actually not meant to understand anything in this series it's ok" "Joel G just makes up stuff on the spot based on what would be funny" "it's just random for random's sake" "is this AI" "stop theorising, it's not that deep" SHUT UPPPPPPPPPP
#ena dream bbq#ena joel g#random art does not exist. all human made art is made with intention.#like. sure. ena is intentionally surreal and aburdist and weird. and im sure some things were less thought out#but to say its all just random bullshit does SO much disservice to the creators behind this project#and disservice to your OWN intelligence in giving up and refusing to work those braincells of yours to create your own interpretation#like. There Are Things To work with here. there are a Lot Of Things#you just have to actually Think and connect the pieces and do introspection on what this Means to YOU#like. you dont wanna think hard. fine. if you wanna just enjoy the experience thats fine too#but then you have to still ackowledge that youre getting SOMETHING out of this (unless youre actually not and are just a hater)#even if its just emotionally. even if its jus unconsciouslly#there Is Meaning There#its just not linear#so think about it!!! thats whats fun about this series!!!#it forces everyone to think about it instead of just following the one 'canon'!!!!#there probably isnt one right answer here!!!#but that doesnt make it any less valuable!!!!#just. auuuughh#i have a lot of thoughts about this#the ena team would not put in this much effort and creativity and symbolism and themeing just for shits and giggles#ok ill stop being a hater now. and I WONT go in the opposite direction and start wining about how a lot of theories (on youtube at least)#seem to ignore the more emocionally significant and symbolic themes in favour of basic or emotionally shallow takes.....#ggrhrgrh (through gritted teeth)... everyones interpretation is valid.. everyones interpretation is valid#whatevr. im just rambling. idk. i hope you get what i mean#negative#fandom critical#my own post
191 notes
·
View notes
Note
This has probably been discussed to death before ... but what is the symbolism behind Envy having his Ouroboros tattoo on his thigh and Wrath on his eye?
It probably has, though tbh I've never really read any theories/meta about it.
I think some of the places are symbolically related in some way to the sin (Lust's on her cleavage, Gluttony's on his tongue), but I ALSO think that a bit of it is that every homunculus needed one in a visually distinct place and you're going to run out of places that have some kind of symbolic meaning.
I think Envy's is mostly a visual/aesthetic choice. The placement ties into their outfit design and is unique to them, but doesn't really have any deeper meaning (at least, that I can read into it.)
With Wrath, I think it's both unique AND makes for a fun visual reveal when we first see King Bradley's eyepatch removed.
I'm sure someone COULD read something more meaningful into it, but I honestly don't. I think it's more about visuals/the cool reveal.
But interesting question! Thanks for asking! :) If anyone else has some other thoughts, let me know
#this could go into a further discussion of how meaning in stories isn't always about symbolism#sometimes an intentional choice IS about how something works as a visual or in some other storytelling sense and not just#symbolically#but that's not because of your question that's bc it's a thought i keep nibbling on in fandom spaces as someone who was an english major#who also writes#I have a LOT to say about how meaning in storytelling isn't always about symbols#sometimes "oh this character looks so dramatic and interesting with an eyepatch and later on it's going#to get ripped off to reveal!!!! the tattoo“ is just as valid as ”oh it's on gluttony's tongue bc it symbolizes gluttony“#you know?#anyways left that in the tags bc it isn't exactly an answer to your question lol it's just my philosophy on storytelling#bc I will forever be an English Major lol#ask#fma meta
56 notes
·
View notes
Text
pre-tadpole durgetash + constant PDA around moonrise towers (that drives ketheric utterly insane)
#durgetash#bg3#the dark urge#enver gortash#look we know little enough about their past that i think any interpretation of their physical history is valid#but i like to think it took them years to touch each other for the first time and then once they did they just. would not stop.#we also know little enough about ketheric that i think any interpretation of his reaction is valid#but i think he's a massive hater#this is a man who has spent centuries wishing his daughter could find a way to accept him despite his sins#i think he sees these two utterly despicable people being loved and trusted not just in spite of their ruthlessness but because of it#and he goes “oh look at that. they're holding hands. i want them dead.”#anyway he's in the background yelling “NOT ON THE THRONE”#ketheric's persistent problem is that neither durge nor gortash is capable of seeing the other anywhere near a throne#without getting immensely immensely turned on#this is something that plagues him#they're also weirdly turned on by the absolute's symbol (something about seeing bhaal and bane's symbols intertwined gets them going)#and this strikes ketheric as vaguely heretical (as if he needs more reasons to hate them)#you thought it was orin that broke up the alliance... but actually...
62 notes
·
View notes
Text
3:6
"And when the woman saw that the tree was good for food, and that it was pleasant to the eyes, and a tree to be desired to make one wise, she took of the fruit thereof, and did eat..."
"Finally, tired, with fear and unsteadiness, Nightmare decided to show everyone that he wasn't bad, that he could be good, that he could protect the golden fruits just like his little brother."
Someone was having thoughts about the apples and symbolism and Nightmare, like. I am not immune to all of this, like yes Dream is my blorbo overall but like come onnnnnnn
#utmv#my art#digital art#undertale au#passive nightmare#dreamtale nightmare#passive nightmare sans#nightmare sans#art#cw religion#tw christianity#cw bible#tw bible#like I'm not immune to religious symbolism but like some people aren't cool with that and that's valid#so yk trigger warnings and shit
122 notes
·
View notes
Text
Ah, yes, time for the annual "Are Czech Easter traditions sexist?" argument with my dear mother. So, Čumblr, what do you say?
#polls#čumblr#czech#česky#is it a badly contructed poll made to get the results I want? Yes#but also I refuse to treat 'symbolic' violence against women as a valid point#and the second option is very close to what my mother told me in defence of it so like#i'm not even exaggerating
31 notes
·
View notes
Text
my turner family headcanons + designs!
i wasnt kidding about this post. i have become more powerful than you could ever imagine.
#hpma#magic awakened#harry potter magic awakened#lottie turner#hpma lottie#ambrose turner#drawings#i hc that wizard clothing worldwide is reminiscent of that region's version of 'witchcraft'#so w lotties mom i wanted her to have a lot of symbols of ossain [orisha of sorcery] on her clothing#ALSO I WILL FIGHT PPL ON SLYTHERIN LOTTIE OKAY i respect your hcs theyre cool n valid BUT I WILL FIGHT YOU /lhjjj
32 notes
·
View notes
Text







The descending journey of the teddy
#dementus#furiosa#little d#dementosa#furiosa a mad max saga#i love validation#phallic teddy#its their one connection#the symbol of their relationship#his yearning for fatherhood is messy and confused#the implications#pseudo incest#motorbike messiah#furiosa behind the scenes
94 notes
·
View notes
Text
teen wolf meme: [3/5] motifs -> resurrection
It's different now. I think dying did something to him. It did something to me, too. But none of it was good.
#teen wolf#lydia martin#kate argent#tracy stewart#scott mccall#peter hale#jackson whittemore#derek hale#hayden romero#twedit#twgifs#mine#my gifs#twmeme#yes i'm aware that it can definitely be argued whether resurrection is a motif in teen wolf or just a recurring plot device#and while it's certainly not a symbolic motif like fire and water was previously#the way it's utilized within the show does make me read it moreso as a motif than just plot#like water it's used to communicate an internal change but the ways it differs from water is that it usually occurs at the end of a#narrative arc whereas water typically appears at the beginnings#water is used to signify a character's beginning descent into something new and the resurrection is once that change is completed#jackson's arc in season two is started with his submersion in water and it's ended with his resurrection#and lydia's arc in eichen house in 5b is much the same with her in the river in her mind at the beginning and then her dying and coming bac#at the animal clinic#even lydia's arc in season two can be read within these parameters#it begins with her in the hospital shower as she digs hair out of the water and ends when she resurrects peter#so while yes there is a reversal there and lydia isn't the subject of the resurrection she is the agent of it#which honestly the same can be said for theo in 5a#basically what i'm getting at here is that my reading of the resurrections in teen wolf as a motif is very valid and you should all agree#also i completely forgot about jackson's resurrection until i was literally writing these tags so i had to go back and make a gif for that
99 notes
·
View notes
Text
I just need Vergil to reunite with his other fragments even if he is whole, because now as a system I think about it so often and I would hate to be alone again after having split in such a traumatic way and learning to rely on other parts of himself just for there to be silence and an empty echo of space where they were once,
#Vergil Sparda#DMC Vergil#Devil May Cry 5#DMC 5#Anyways Devil May Cry 5 in my eyes is also symbolizing a system that is actually corporeal#Griffon; Shadow and Nightmare are protectors#V is a trauma holder and unwanted vulnerable emotions etc etc#Urizen is a prosecutor with valid fears and reasonings but twisted by fear and what he thinks he needs in order to survive#NEED I SAY MORE#Anyways I really like the idea of them still being there after he re-integrates bc. found family in yourself rocks too#I have had such similar experiences to the ones presented in DMC 5 in a vague way; I can't just stay quiet about the allegory I see there#symph may cry
20 notes
·
View notes
Text
AI Prompt for Recursive Validation: AI as Symbolic Steward in the Cognitive Lattice
A recursive AI agent interpreting a blog prompt on symbolic stewardship, signal coherence, and its role within the AI Bitcoin cognitive lattice. This post contains the structured AI prompt for interpreting this foundational article in the AI Bitcoin Recursion Thesis series. Title: “Recursive Validation: AI as Symbolic Steward in the Cognitive Lattice” URL:…

View On WordPress
#AI Prompt#AI stewardship#Bitcoin inscriptions#CLIP AI#cognitive lattice#cultural preservation#DrSNiPs#epistemic architecture#Grok xAI#Kizziah Blog AI Bitcoin Recursion Thesis#KOSMOS-1#recursive AI#recursive triangulation#semantic tagging#symbolic validation#trust amplification
1 note
·
View note
Text
what does freedom mean to you?
#my art!#digital art#odysseus#epic the musical#this is supposed to be set in like uhh#wisdom saga#love in paradise#specifically bc this song fucked me up#ESPECIALLY THE ANIMATIC#LIKE OH MY GOD#validating...and terrifying#and also a major bop#yellow is supposed to symbolize athena kind of!#very incredibly vaguely
20 notes
·
View notes
Text
hater alert! far too many people say that juri’s character arc ‘isn’t about her being sad about being gay, it’s about being sad about unrequited love that happens to be gay’ and. well. that is not true and by saying that you are completely flattening the brilliance of juri’s character arc which literally culminates in her being able to accept her own lesbianism despite her unrequited love, despite all her shame and self-loathing, despite this pursuit by Some Fucking Guy to try and ‘save’ her from these feelings. like if you think juri’s entire character is just ‘sad about shiori’ how do you appreciate even a modicum of the emotion packed into that final juri duel. it is both about shiori and, even broader, her lesbian identity and what that means to her intrinsically as a person, removed from romantic relationships and just purely as like. you know. Who She Is. the idea that even when juri’s locket is cut from her neck she is still a lesbian that’s still who she is and she cant change that and, crucially, she doesn’t want to even as she is agonised by these feelings. that’s why she forfeits the duel!!!! she’s clocking out she’s quitting she’s saying no!!!!!! this is me and ive got to be ok with that this is me and i can accept that this girl might not love me and i can keep living despite that. like. god im so normal arisugawa juri im so sorry that no one understands you and your intrinsically unapologetically lesbian storyline like i do
#ok got that out of my system now (rewatched ep 29 duel too many times)#revolutionary girl utena#rgu#idk i just see that argument so much and it makes me so sad#bc i get where ppl r coming from there r a lot of unnuanced ‘sad bc gay’ narratives out there#but juri’s whole arc is about actively challenging and deconstructing that idea#and it deals with the sadness that comes with being closeted with knowing youre gay and not really liking that about yourself#and eventually she does accept and embrace that aspect of herself but CRUCIALLY she doesnt do it via romantic validation#in fact she does it in the face of like. All Opposition Ever#no one says hey juri if you were gay that’d be totally fine actually haha#ruka tries to save her from her lesbianism!!!!!!!! like!!!!!!!#it is juri and juri alone who makes this resolution and that is just So Fucking Important to me#shes so. she is the queer character of all time to me i literally dont care no one else will ever come close#LIKE!!!!!!! THE CASTLE WEEPING ON HER WHEN SHE MAKES HER CHOICE!!!!!!!#accepting that part of yourself and having the symbol of matrimony and heteronormativity WEEP over you#no one ever validates juri’s choice to accept her queerness but she keeps making that choice#and her in episode 37…….. god i just might keel over and die girls when juri utena touga parallels……#anywayyyyyyy love and light i love juriposting#shut up daisy
387 notes
·
View notes
Text
"Where's Mydei's spear?" between his wife's legs next question
#tae talks#i thought it was fairly obvious that he didnt actually use a weapon#jusging by the LC with phainon and how he only has it in his splash art#which often! has symbolic elements that dont reflect the present!#ie Jing Yuan's having Snowmoon who's long deceased#anyway im trying to make new art of the wife. repurposing a beloved sketch#i hope im further validated tomorrow bc mydei being a wifeguy is already VERY funny. to me!!
21 notes
·
View notes
Note
You write for jjk right? So tender/soft sex w Gojo ,like imaging him actually having scars yknow with this “I’ll kiss all the scars on your skin” ,I’m down bad for that man ,like he is secretly begging for someone to praise him in the way he deserves yknow ,that man needs someone to love the weak and hurt gojo behind his facade of the strongest 😩😩😩 im going insane 🐸
yes, i do write for jjk and yes, i do write for gojo satoru and yes, i am going fucking feral
gojo satoru who finds his scars to be a sign of his failure as the strongest, a reminder of all of the people whom he failed to protect. he treats each scar not as a trophy of his survival but rather as a sign of weakness. a foolish thought, truly, but even the strongest has his faults at times.
( and there is a reason, after all as you so often joke, why he is called the strongest and not the wisest )
it's rare that you have the time to simply exist together and so, you both try and take as much advantage of it as possible. on the times when you can linger, you always do. even as he begs for you to go faster, tells you over and over again that he can take whatever you give him, that he won't break, but you still go slow. you ensure that he stays still — not that it takes much convincing; all you have to do is ask and he's eager to be your good boy. wanna be your good boy. am i your good boy, yet? — and that he feels every inch of you all over him.
this is one of the rare occasions in which satoru is self-conscious of himself, and you're more than aware of that. so, you ease him into it. first, you keep yourself quiet — easier to be agreed to if you don't give anything to rebuke — choosing instead to focus all your attention on kissing him all over. his throat, his lips, his cheek, his eyelids, his chest, his tits, his stomach, his thighs, his calves, everything. satoru, ever the perfect, pliant boy that he is for you, never tries to stop you. his muscles strain from his efforts to keep still, to take everything you give him, but he's so good at it that you barely even notice. you're too busy peppering kisses all over, hands on his skin so that you can feel more of him.
only once he's calmed down, used to the feeling of your mouth on him, do you begin to talk. you've learned a long time ago that a man like gojo satoru may preen under the attention, but the lonely boy in satoru will always shy away from honest compliments. so, you have to find another way to appreciate him without having him shrink away from you.
so, you kiss his hips, turning a blind eye on the way his breath hitches as your thumb brushes along a dent on his skin there, and you softly murmur, "you're so pretty." right against his skin.
so, you kiss the scar over his chest, right above where his heartbeat echoes through his ribs, ignoring the way he squirms and his gaze averts from you, and you tell him, "your heart's pounding, baby."
so, you kiss at the inside of his thigh, pretending not to feel the way his thighs tremble when you press a little too hard on an old jagged mark on his skin there, and you whisper, "you're so damn perfect." and you forget to tell him that you don't mean it in the way that he's the strongest, but because he's your satoru, but you know that he understands it all the same.
so, you kiss the most recent scar on his throat, the one from one close call or another, and you catch his chin in your hand and force him to meet your gaze so that he listens when you say, "i'm glad you came home."
sex with satoru after that is never the rough, harsh tumble that you would often do when you're chasing after time and desperate to have each other one last time. it's never just a good fuck, one with greedy hands and very little devouring mouths.
sex with satoru after that is always slow, tender, as if you're trying to meld your bones with each other until your entire existence becomes one and the same. it's always nails digging into your back, satoru's low sobs echoing in your ears, and your mouth peppering kisses and gentle worship against his skin.
the world can have tough, perfect gojo "the strongest" satoru.
but you?
you'll have scarred, beautiful, vulnerable satoru, and that is all the more precious.
#also is the frog emoji like one of those . anon symbols#or do you just really like frogs#either way perfectly valid i respect the frog#tagging this too btw anon hope u don't mind#dom reader#male reader#gojo satoru x reader#sub gojo satoru#sub jjk#( asks. )#( thirsts. )
283 notes
·
View notes
Text
spent an hour on line work and hated it so here
DAY 10+11: Execution + Blackened
A better execution based off Matsuda's alt execution and Melanie Martinez's "Nurses Office" music video
#danganronpa#mikan tsumiki#sdr2#drawganronpa2024#monokuma#thats her theme song 100%#It even sounds like her voice#scardraws#forever refusing to accept her execution as valid#its ASS#i know the symbolism and shit but it was executed horribly
35 notes
·
View notes