#AI theory
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"The reaper had a scythe. I have a combine harvester."
Arlach tapped his fingers nervously. He’d have gladly given up his life for the liberation of his people. A combine harvester (even a deluxe AI driven model) was a pittance compared to that. Still, he didn’t really understand what he was hearing.
“I uh… heard you’re hooking up my strawberry picker to an air defense cannon?”
The human technician assembling the gun held up a hand, finishing up some last tweaking of the wire harness. He touched two wires together carefully and swore when a shower of sparks shot out of the contact.
Set back, but not defeated, the man paused his task to answer the farmer’s question.
“See, you’re looking at this wrong. It’s an AI harvester, and it works great for strawberries, but machines don’t really see ‘strawberries’. They rate strawberry-ness. There’s a lot of ways to manage that, but it looks for a generally pointed shape, some seeds, and that nice red color. So your run of the mill strawberry generally receives an almost perfect strawberry-ness score, but something like this-”
His hands dug through all the pockets of his work suit before they finally found their target. He fished out what had been a standard ferroslug before it was painted bright red and smattered with a handful of black dots. He took a moment to admire it himself before tossing it to the farmer and continuing.
“Well, it’s not a strawberry, but it scores as one. Well enough that the machine gets positive feedback from its alignment unit every time it puts one of these babies where it's supposed to go.”
Arlach stared at him blankly.
“So what, you’re convincing it to fill a cargo container up with painted bullets?”
The technician grinned.
“There's no a limit to how fast it's allowed to fill that container up. At no point did the alignment protocol even consider that it'd be capable of throwing a 'strawberry' at mach nine. And the cargohold is important, but the rocket its attached to is more so. You know what looks a lot like a surface to orbit rocket?"
Arlach’s brain clicked.
“The hypersonic missiles they've been throwing at us.”
The grin widened. Arlach himself felt slightly awed to have found the connection.
“Will it work?”
The human nodded.
“It’s damn near the only thing that can. To shoot down something going that fast, that low, you either need a dummy missile that can brute force outrun it, or enough computing power to hack a station. The alliance is too chickenshit to send over their actual military AI's, but these myopic-type digibrains are supposed to be safe for civilian use because the idea of convincing your tractor that a bullet is a strawberry and a WMD is a cargo loader was a little too creative for the morons over at John Deere Galactic. And if that digibrain just so happens to function near the exoflop level, they're going to have a hard time sneaking anything larger than a bee through this airspace.”
The alien’s hands went over its crest as its mind reeled.
“They're not the only ones who would never think of this. It's brilliant. I never would've considered it.”
The tech shrugged good naturedly and went back to retrieve the two ends of wire that he’d dropped earlier.
“Eh, it's not coming from nowhere. There’s something of a human tradition about using farm equipment for war. I'm just lucky to be part of the next evolution in this. The reaper himself only used a scythe. Now I get to use a combine harvester.”
#hfy#humanity fuck yeah#humans are space oddities#science fiction#scifi#humans are space orcs#big fucking gun#bfg#AI theory#vaguely war in Ukraine inspired#Never pass on a chance to dunk on John Deere#humans are weird#everything can be a gun
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Deep Learning, Deconstructed: A Physics-Informed Perspective on AI’s Inner Workings
Dr. Yasaman Bahri’s seminar offers a profound glimpse into the complexities of deep learning, merging empirical successes with theoretical foundations. Dr. Bahri’s distinct background, weaving together statistical physics, machine learning, and condensed matter physics, uniquely positions her to dissect the intricacies of deep neural networks. Her journey from a physics-centric PhD at UC Berkeley, influenced by computer science seminars, exemplifies the burgeoning synergy between physics and machine learning, underscoring the value of interdisciplinary approaches in elucidating deep learning’s mysteries.
At the heart of Dr. Bahri’s research lies the intriguing equivalence between neural networks and Gaussian processes in the infinite width limit, facilitated by the Central Limit Theorem. This theorem, by implying that the distribution of outputs from a neural network will approach a Gaussian distribution as the width of the network increases, provides a probabilistic framework for understanding neural network behavior. The derivation of Gaussian processes from various neural network architectures not only yields state-of-the-art kernels but also sheds light on the dynamics of optimization, enabling more precise predictions of model performance.
The discussion on scaling laws is multifaceted, encompassing empirical observations, theoretical underpinnings, and the intricate dance between model size, computational resources, and the volume of training data. While model quality often improves monotonically with these factors, reaching a point of diminishing returns, understanding these dynamics is crucial for efficient model design. Interestingly, the strategic selection of data emerges as a critical factor in surpassing the limitations imposed by power-law scaling, though this approach also presents challenges, including the risk of introducing biases and the need for domain-specific strategies.
As the field of deep learning continues to evolve, Dr. Bahri’s work serves as a beacon, illuminating the path forward. The imperative for interdisciplinary collaboration, combining the rigor of physics with the adaptability of machine learning, cannot be overstated. Moreover, the pursuit of personalized scaling laws, tailored to the unique characteristics of each problem domain, promises to revolutionize model efficiency. As researchers and practitioners navigate this complex landscape, they are left to ponder: What unforeseen synergies await discovery at the intersection of physics and deep learning, and how might these transform the future of artificial intelligence?
Yasaman Bahri: A First-Principle Approach to Understanding Deep Learning (DDPS Webinar, Lawrence Livermore National Laboratory, November 2024)
youtube
Sunday, November 24, 2024
#deep learning#physics informed ai#machine learning research#interdisciplinary approaches#scaling laws#gaussian processes#neural networks#artificial intelligence#ai theory#computational science#data science#technology convergence#innovation in ai#webinar#ai assisted writing#machine art#Youtube
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I love the FNAF theory angsty teen voice is just Michael
#myart#chloesimagination#comic#fnaf#five nights at freddy's#fnaf fanart#michael afton#fnaf 4#hand unit#fnaf sister location#I LOVE THIS THEORY SMMM#cause first off I do think the voice fits Michael#especially as a teen#and especially the lines where you shock ballora and what not#that devious twist to it is pretty on brand to bully Mike#but also the suggestion that like#William made a full ai version of Michael’s voice#just to make fun of him#LIKE THATS SO FUNNY#and feels like something William would do#peak FNAF theory honestly
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my take on the DP trio
can u tell i have fun drawing clothes
#everlasting trio#my art#danny phantom#dp art#tucker foley#sam manson#do not use for ai#I am convinced Tuckers beret is a durag#and that is got changed in the script for reasons >:[#but that's just a conspiracy theory
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As cameras becomes more normalized (Sarah Bernhardt encouraging it, grifters on the rise, young artists using it), I wanna express how I will never turn to it because it fundamentally bores me to my core. There is no reason for me to want to use cameras because I will never want to give up my autonomy in creating art. I never want to become reliant on an inhuman object for expression, least of all if that object is created and controlled by manufacturing companies. I paint not because I want a painting but because I love the process of painting. So even in a future where everyone’s accepted it, I’m never gonna sway on this.
if i have to explain to you that using a camera to take a picture is not the same as using generative ai to generate an image then you are a fucking moron.
#ask me#anon#no more patience for this#i've heard this for the past 2 years#“an object created and controlled by companies” anon the company cannot barge into your home and take your camera away#or randomly change how it works on a whim. you OWN the camera that's the whole POINT#the entire point of a camera is that i can control it and my body to produce art. photography is one of the most PHYSICAL forms of artmakin#you have to communicate with your space and subjects and be conscious of your position in a physical world.#that's what makes a camera a tool. generative ai (if used wholesale) is not a tool because it's not an implement that helps you#do a task. it just does the task for you. you wouldn't call a microwave a “tool”#but most importantly a camera captures a REPRESENTATION of reality. it captures a specific irreproducible moment and all its data#read Roland Barthes: Studium & Punctum#generative ai creates an algorithmic IMITATION of reality. it isn't truth. it's the average of truths.#while conceptually that's interesting (if we wanna get into media theory) but that alone should tell you why a camera and ai aren't the sam#ai is incomparable to all previous mediums of art because no medium has ever solely relied on generative automation for its creation#no medium of art has also been so thoroughly constructed to be merged into online digital surveillance capitalism#so reliant on the collection and commodification of personal information for production#if you think using a camera is “automation” you have worms in your brain and you need to see a doctor#if you continue to deny that ai is an apparatus of tech capitalism and is being weaponized against you the consumer you're delusional#the fact that SO many tumblr lefists are ready to defend ai while talking about smashing the surveillance state is baffling to me#and their defense is always “well i don't engage in systems that would make me vulnerable to ai so if you own an apple phone that's on you”#you aren't a communist you're just self-centered
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FNAF RUIN DOODLES







#five nights at freddy's#fnaf#fnaf security breach#security breach ruin#fnaf sb ruin#fnaf ruin#glamrock bonnie dead corpse#fnaf gregory#fnaf cassie#fnaf vanessa#glamrock animatronics#glamrock freddy#theory: freddy's ai is in helpy#fnaf roxy#roxanne wolf#fnaf eclipse#glamrock chica#monty gator#montgomery gator#cassie likes everyone BUT monty#SHE LITERALLY KILLED HIM#its fine tho cuz it was monty
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mhin has probably caught ais in the tail end of his ??? (totally not losing control or anything because of the octopus in his head) time of the day.
this is probably the time when they've seen him do "horrible things" and why ais can't recall encountering them or giving them a reason to dislike him at all
#todayis.txt#touchstarved#touchstarved game#touchstarved theory#also it takes twice as long post possession for ais to walk back home than it does him to walk to eridia#fun to think of
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#threshold day#star trek voyager#girl help my family’s talking about the rfk confirmation in my phone#new theory: the evolution explanation in the episode is an AI hallucination
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Ok, it’s brainrot time !
I’m sorry (not), but I really need to get this out of my system right now.
So, 2 months ago I posted this crazy theory on reddit (that I now believe to be wrong, thanks to actually SANE people existing in this fandom):
But I’m back to thinking I might have been onto something. A hidden connection, whatever it might be.
Because, AND I WILL DIE ON THIS HILL, there’s a purposeful play on symmetry here, between the tattoo and the scar :

Also, green and red are fucking complementary colors.
And also, I still think they look uncannily similar.
RSS doesn’t do coincidences.
That’s it. Goodnight.
#touchstarved game#touchstarvedgame#touchstarved theory#touchstarved#touchstarved leander#leander#ais#touchstarved ais#ais touchstarved#leander touchstarved
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You know, Ais’ journaling is written in a lighthearted/joking way- but I think it’s likely that he’s writing down the fragments he can gather from what he missed during the ??? timeblock as a way to better understand what he did and what’s happening to him.
We already see the connection between writing, sense of self and memories from the notes on the pillars at the seaspring.

Additionally, I’m remembering his line “you’ll do,” when he grabs the roughneck in the bar. It’s always struck me as a little odd- like he was searching for someone to punch and would need to beat someone else if the roughneck hadn’t started something. I wonder if he has found that choosing to engage in violence on his own influences the duration or severity of the time outside of his control.
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College has been kicking my ass lately, so the only thing i have to offer are this rough and bad quality clancy sketches.
#my art#clique art#twenty one pilots#tyler joseph#clancy#First one is based on the “clancy will become a bishop” theory#and the second one is based on that trend on twitter of redrawing a ai image#in this house we dont support ai#is so hard to draw a cheetah
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#politics#democrats#donald trump#republicans#leftist hypocrisy#trump#joe biden#leftism#ai generated#ai#kamala harris#kamala 2024#vote kamala#vote blue#vote democrat#vote harris#conspiracies#conspiracy theories
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Melissa Rauch "Bernadette Rostenkowski"
#so hot 🔥🔥🔥#hot celebs#celebrity crush#tbbtforever#the big bang theory#ai generated#melissa rauch#bernadette rostenkowski
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theories/thoughts/analysis about touchstarved 2025 demo
So uh, I did a long analysis post back when the first demo dropped. I won’t repeat things that I already wrote there but I have some more thoughts especially with the changes and additions they made + several of the scattered official tumblr posts that followed the demo release!
Also heads-up, I will edit this with the daily routine posts from the devs' account if they're relevant, since I already commented on Mhin’s, but apart from those I won’t touch this anymore afterwards 🙏
(Spoilers under the cut)
Kuras
His new red choice… Really amps up his association with fire, and it seems to be directly linked with how close we are to him: if you didn’t get the red choice you still feel it, but you’ll miss this line: “I realize it’s more than physical warmth. The sensation calms my nerves and quiets my mind—the closest thing I’ve ever felt to a comforting embrace”. One thing is interesting though: the red choice was unlocked during my Unnamed playthrough, but not during my others even if I picked the same choices. I tried again picking the opposite choices with my Unnamed and still got that red choice, so I’m pretty sure it depends on your origin, not your relationship with him. Since, as of now, Kuras hasn’t yet revealed his true nature to us (I suspect Eridia more or less knows, though), it would make sense that specifically the origin about detecting hidden supernatural presences would notice earlier than the others.
The dev answered a question on their tumblr about Kuras, “Kuras came through the Shroud because he loved humanity. He’s had human friends, colleagues, and lovers… all of whom he’s destined to outlive. Each person he’s loved—and lost—left an indelible stamp on him.” The stamp part caught my attention; since we feel his powers more whenever when get closed (physically, but moreso emotionally), I wonder if he can… channel? That affection into energy. Kind of how deities are fueled by their followers’ faith, perhaps an angelic being like Kuras is fueled by emotions?
A bit of relevant lore was posted on the dev team's tumblr: “Divine Teacher — The Senobium's folklorists note a curious pattern in humanity's oldest tales. Though the details vary, these stories share a common theme: an otherworldly teacher, bringing the divine gift of knowledge. Alchemy and literacy, art and war...supposedly this being shared all that they knew with the earliest civilizations. In some tales, the otherworldly teacher is a loving, benevolent figure. In others, they are a harbinger of chaos and ruin.” as well as the quote “Hope. A strange concept, after so long seeing myself as the agent of ruin.” Prometheus is the obvious parallel, due to his association with fire (though I would hope Kuras still has his liver intact), but there’s many versions of the Theft of Fire; in the Book of Enoch there’s fallen angels who shared knowledge with humans, too; and undoubtedly several more myths about inhuman figures sharing knowledge. Mhin says that “[Kuras]rarely does [take payment from patients]. That just means he’s paying down the debt elsewhere” which could be related to his distaste for dealing with the Senobium… I wouldn’t even be surprised if he had a hand in creating the Senobium (his robes are white too, and he does collaborate often, yet he isn’t afraid of retribution for messing a little with its members from what we can see of his ending scene), and he had all the time in the world to witness how the knowledge he gifted was used for worse things that he could’ve hoped for :(
Kuras, like Ais, keeps on his own for the most part, though they don’t dislike feeling close to people: Ais actually dislikes isolation but he’s probably too jaded to want to bother interacting, while Kuras actively craves closeness (it’s part of the reason he has a free clinic methinks) even if he knows it will hurt him when he loses it.
Leander
Leander’s group is now called The Adderstone. The symbology of an adder stone, aka witch stone, is definitely a bigger hint at Leander’s unique connection to magic, whereas previously the Bloodhounds evoked the feeling of a mercenary group with a penchant for investigations. In the new demo Adderstone is defined as “a semi-precious mineral that draws out poison”, which also makes me think of his constant disposition as a confident protector and his tendency to disregard the riskier aspects (ie, he wouldn’t care about getting poisoned himself). The Adderstone’s meaning is still vaguely reminiscent of my previous thoughts about the Bloodhounds: Hounds are a breed specifically intended to track something specific (or someone specific) by scent, and in the new metaphor that something/someone is the poison that Leander and his mercenaries are drawing out, hunting.
Adder stones are sometimes also symbolically tied to snakes, some sources saying they were created by turning dead snakes into the stone, others say that the ring-like formation was made by a hardened bubble of saliva when snakes joined together… All quite nicely tied to the recurring Ouroboros symbol in Leander’s outfit and merch!
“I’m no prior or curator. I’m not much for paperwork or pencil pushing. And honestly, I don’t even think those robes come in my size.” I am reminded of an old post by user @/toeridiaorbust about how Leander and the Bloodhounds Adderstones clothes are a direct color inversion of the Senobium’s robes.
“If you want nothing but guidelines, improper policies, and needless bureaucracy, you know where to go […] The Senobium won’t help you. They’re more likely to torture you than to lend you a hand.” Now this? Makes me wonder if his prominent scars are connected to his loathing towards the Senobium.
“But I’m not going to wait from word from on high […] These are our streets. We make our own luck here […] I founded the Adderstones to help people like you.” connects to the “as above, so below” tagline that was in his posters in the first demo and first hinted at him creating the Adderstone as an alternative to the Senobium.
The lore snippet about him on the dev’s tumblr doesn’t add anything that we don’t know from the new demo about Leander and the Adderstone, but there’s an interesting part at the end: “Locals speak praise for the charming leader whose seemingly benign reign extends even below the city streets into the shadowed depths of the Silent Crypts.” Considering all of his symbolism about the cycle of rebirth (I went into detail in my old analysis post), the fact that this references a crypt of all places doesn’t feel coincidental… We haven’t heard of the location yet from what I can remember, but I would bet that it’s connected to Leander’s hidden curse / source of power.
In an old post, the devs confirmed that “The magically talented son of an old Hightown family, Leander was expected to join the Senobium when he came of age. Instead, he packed up his bags twelve years ago to chase his own dreams” which matches with his own words in the demo: “I grew up idolizing the Senobium. I wanted nothing more than to join their ranks, to learn magic from the best, to make a real difference. I was young and blinded by the legends and the legacy. I was so damn naive. All it took was one trip here, to Lowtown, to show me the truth.”
“I won’t leave you, and you won’t leave me” + “How would you feel about being on a leash?” + “You can decide how to thank me. Or I can decide for you.” he’s not beating the yandere allegations.
“It’s not every day I find something that truly challenges me” we already knew he likes being challenged, which is pretty much his whole relationship with Ais. It’s interesting because with MC, he tends to prefer when they defer to him, trust him, take the flower and hold hands…. I think both things are a way to reaffirm his confidence: a challenge surpassed is proof that he’s strong enough to face what he has ahead, and having people trust him (in Kuras’ words, even willing to put their lives on the line for him) is a different way to feel that kind of influence.
The new scene of him coming into MC’s room with the excuse of having information about the curse, it feels like a contrast with the other characters’ ending scenes. Everyone shows a little about themselves, their attitude or their habits, but Leander feels like he mirrors MC. Even asking him about his relationship with the others, he comments on what we say about them rather than speaking up about them unprompted.
I initially didn’t think much of it so it may be nothing but it’s worth mentioning anyways: while chatting with Leander nearer the ending, he can say “How would you feel about being on a leash?” which is easy to dismiss as just him being a little freaky, but then I recalled after the first encounter with Vere, when the MC remarks that they could share his fate and get “leashed” by the Senobium. I doubt Leander would intentionally let MC in the hands of the Senobium, considering his animosity towards them, but it’s still a chilling thought that feels like foreshadowing...
Vere
re: his bad/secret ending, I appreciate that he shows some restraint this time around. I’m now pretty certain that you can only get the option to “Reach out to him” (red choice) versus “Resist him” (neutral) if you played along with him at least a little bit; while “Surrender” (bad ending) is only unlocked if you don’t have his approval and you say that if you can’t find a cure it’s over for you (rather than “I’ll keep looking”).
In two posts on tumblr (here and here), the devs posted a couple of peeks at Vere’s living space. “Candles flicker in the waning light, illuminating a crowded desk at odds with its gloomy surroundings.” and “Few in living memory know why the Senobium built the secret prison where Vere is kept. What do you think happened to the other prisoners?”. Given it’s described as a secret prison, I’m torn about it being located in the entertainment district where we first found him. One one hand, he was shackled there and it was morning, the Senobium cleric hadn’t yet come to fetch him. On the other hand, it feels like a weirdly dangerous place to put the deathly charming Monster in? No other buildings can be seen from the window, which is either just to not clutter the view or it’s a tall building, a spire taller than the rest, which would only leave the blue sky visible from that angle. The three items that mainly occupy his space are candles (I would’ve thought he would be able to see in the dark, perhaps just not comfortably or perhaps he likes the atmosphere they create... or they're not there for his benefit, but that of his captors), books (I could swear there’s a full picture of his sketchbook somewhere but just considering this sneak peek of it here, I think it’s the one in the middle of the desk… As for the books, he doesn’t like puzzles, I’m not sure he would be the studious type, so my bet is on them being entertainment), and shackles in his bedroom and by the desk. This last detail feels particularly invasive, as the implications are that someone is scheduled to keep an eye on his routine, dictating when he is allowed bedtime and when he can read/draw/brush his tail (there’s a little brush and mirror in the shelves). There’s also some handwritten papers on his desk, I wonder if he’s allowed to send letters or if he just writes them? One additional detail caught my attention: doesn’t the decoration in the chair by his desk look remarkably similar to the design of Kuras’ earrings? Though there’s different additional elements for each, they both are a circle with three drops underneath it… Which makes me even more convinced that Kuras played a significant part in initially capturing Vere. The comment about “What do you think happened to the other prisoners?” brings to mind Vere’s insistence that if the Senobium realized what the MC is, they’d be leashed as well. I don’t doubt that other Monsters have been kept by them in a similar manner, perhaps some of them also were offered a way to end their suffering by Vere, like he did with MC in his secret/bad ending.
In a tumblr post by the dev team about his lore: “Bloodstained Snow — The Senobium's archives hold countless records of stories that defy belief. One ancient report recounts the haunting of a remote village by what is described at first as a god, and then as a demon. Heavily redacted, the papers depict a team of researchers hunted by a self-proclaimed deity that transforms into a malignant entity. After the beast succumbs to freezing conditions, its ultimate fate is unknown-doubtlessly lost with the pages removed from the report.” I would bet that this is (part of) the reason why Vere dislikes snow… Apart from that, it’s interesting that Vere presented as a god first. History is written by the victors, and I wouldn’t take this recounting as the full truth. If he approached the village like he did with us, at first charming (if a bit unnerving, but deities can afford that) and then started preying on people’s trauma/insecurities, it’s not much of a stretch that they’d label him a demon—and to be fair, his monstrous form doesn’t inspire much safety either. I wonder if he first caught Kuras’ attention (or wrath) by proclaiming himself a god?
I’m also still thinking of Vere being a foil for Mhin: both hunt Soulless, he does out of obligation and they do presumably as a choice in line with their ideals; one leans completely on his Monster side and lets it leak through nonchalantly, the other despises Monsters and hides their own unnatural skills; Vere puts on airs to hide his thoughts, overwhelming you with (effective or not) charm, while Mhin is standoffish and avoids opening up by… well, avoiding you.
Ais
The Exile notices “Not many scars, though. Strange. Save for one cut along his brow, Ais is unmarked for how seasoned he acts.” In a post on tumblr the team answered a question about this particular scar: “Ais’s scar serves as a memento of his first day in the human realm, a stark reminder of all that can be lost. His gang imparted a lesson he’ll never forget, and he returned the favor in kind.” What feels more likely to me, is that he passed through the Shroud with his gang, they had a serious disagreement and/or they betrayed him (we already know from the character sheets and other hints that he doesn’t like being alone, I feel like it’d take something serious for him to turn his back on them), fought and he got injured during this confrontation. Then he found (?) Ocudeus, and we can assume from the fact that the red-eyed woman who lead us to the Seaspring still had visible marks of her previous health, that the Seaspring doesn’t restore wounds, so the wound was already there and didn’t get healed. I don’t think it’s likely that Ais has regenerative powers (also, his knuckles are bruised constantly, and he bleeds when MC bites him).
Leander also says that Ais “doesn’t see humans as equals”. Humans, by their very nature, can’t realistically be a match for the power of a Monster, so Ais wouldn’t consider them on the same level as him. In the same line of thinking, he seems to like more when MC can hold their own, and I feel like it’s connected to his trauma about being betrayed: if people can take care of themselves (like Vere, who’s as dangerous as Ais, and Leander, whom he respects), if he gets betrayed by those he likes, then at least he won’t have to hold back and it will be a fair fight.
When Ais says his old gang “took a walk”, the Exile wonders about this “He knows how to scare people, and he expects submission, but it’s uncommon for someone so used to being in power to be so… alone.” The Exile also has the most positive reaction by far to the Soulless in the Seaspring. When talking with Mhin, the Exile says “[Ais’] Soulless seem to like him though […] There’s a big difference between Ais’ Soulless and that many-eyed Soulless [that attacked me].” Being playful (perhaps even being in groups) isn’t a behavior they usually display, and I wonder how much of that is because they share being under the influence of Ocudeus so they're not hostile to what they consider allies, and how much it could be Ais’ doing instead: if he feels so alone, I would bet that he would (subconsciously or not) use the bond with the Groupmind as a way to feel less isolated, and those feelings impact the behaviour of the Soulless.
Ais talks about “a time where Leander’s resolve will be tested, same for anyone in this plane or the next” I think that the Adderstones remind him of what he had, or could have had. He sees something of himself in Leander, but Ais is jaded by his previous experience. I now wonder if the assassination attempts are his way to test him, make sure he’s ready for whatever comes, something that he feels like he lacked when he was left alone?
The lore post about Ais on the official tumblr reads: “Death Knell — Whispers echo about a fearsome Monster within the Shroud, their overwhelming power and authority stretching across the realm’s underworld. Few have seen the face of this infamous ruler. As Monsters continued to abandon the Shroud to seek thrills in the human realm, the being stayed behind, devouring forsaken domains and Monsters alike until no challenges were left. Now, as the being seeks conquest elsewhere, Monsters stir in anticipation of impending carnage.” This also could reference the time where [everyone’s] resolve will be tested; I wonder if it’s a general comment, about Monsters as a whole (Ais himself likes a good challenge), or if Ocudeus specifically is working towards something. In England, there was a tradition to ring the so called passing bell from the church when someone’s death was imminent; then the death knell when they passed away (there’d be additional rings to signify gender, and age, so that people could get an idea of who it was); and finally the corpse bell when the funeral was being held. If we want to read too much into the cool moniker, perhaps Ais is not meant to be the harbinger of chaos, but merely a warning sign.
The Unnamed will comment about hearing a faint heartbeat pulsing underground, when they first approach the land near the Seaspring. Earlier they also comment about feeling a kind of thrumming in Eridia itself, I wonder how far Ocuseus’ influence expands? Is it limited to where its Groupmind members are?
Leander says that he’s known Ais for around six years, which considering Kuras says that Ais is a recent arrival, could be that he’s passed through the Shroud into Eridia for less than a decade even?
Mhin
They’re EVEN MORE of a nerd in this version. Clearly knowledgeable about Soulless’ biology, even though they deny having studied anatomy or medicine. In an older post on the devs' tumblr, “Mhin was forced to apply their anatomical knowledge to violence in order to survive. After years of bitter experience, they learned to fight with agility, elegance, and surgical precision. Even in Eridia, their skills see more use in combat than healing.” which again makes me think they maybe didn’t formally study them, but being an apprentice to someone isn’t out of the equation (perhaps even Kuras, the Divine Teacher?). Them saying to an Alchemist’s red choice “It’s been a while since I had someone answer [my theories]” hints that they weren’t always alone in leading a life like this, before. Like Leander says about them, “Vulnerability doesn’t get you much except heartache.”
“Something about them is strange, unlike any human or Monster I’ve ever met. I can’t quite place my hand on why, and that’s a first” is what an Unnamed says when first encountering them. Not human, not Monster, but a mix of both—Not enough Monster yet too far gone from Human. A post on the devs’ tumblr depicts Mhin (partially?) transformed: they’re still clearly recognizable, it could be they’re just mid transformation but considering the comment from the Unnamed, I don’t think Mhin can become fully a Monster (like, say, Vere’s shadow fox is also kinda incorporeal but more shaped): it is said that Monster gain more control over their human form as time progresses, so Mhin has probably only recently become like this. The description of “a tar-like substance leaking from their eyes and bony extrusions” matches their pin designs as well as their “costume” in the official 2024 Halloween art, and the tar/blood leaking from their eye matches the pastry on the official 2025 Valentine’s Day art (bottom right corner).
Ais calls them “dove” and considering their Monster form seems to be quite the opposite, black ichory feathers and all, makes me believe that Ais has seen them shifted sometime and is poking fun at it. Or I’m just reading into it too much and it’s about them having white hair and Ais defaulting to bird nicknames for some reason.
The Exile comments “It’s one thing to strike down Soulless. They’re creatures of instinct, aggressive and dangerous to everyone. But Monsters are lucid, thinking beings—beings that Mhin seems to loathe.” It feels like their hatred is brought on by how familiar they are: they know the thoughts that compel a Monster (hence their insistence that MC seeks help from someone less dangerous than them) and they hate that they’re their own thoughts.
In a recent post detailing their daily schedule, it seems to me that Mhin doesn’t sleep, or barely does. I’m more inclined to say that it’s a consequence of their nature, that they haven’t accepted (so they still want to sleep, even if they can’t or don’t need it), similar to how Kuras doesn’t really eat.
Since they both compete in the same field, I wonder if Mhin and Vere first met while hunting Soulless? Do they ever meet while on the same contract, or do they run in different circles?
I don’t think they mentioned this in the first demo, but Mhin says they grew up in Eridia. Which really surprised me, because in the pre-release content they’re referred as “outsider” and “outcast”… Unless that’s changed in the rewrite, maybe they were cast off when they were young, or maybe they weren’t physically exiled but rather their family/group of origin estranged them? “Eridia wasn’t perfect, but it used to be a place worth living in” also could be said in a more subjective sense, Mhin didn’t lead a perfect life but they were satisfied with it before. Moreover, Leander says about them “I’ve known them since they arrived here.” Perhaps they grew up in Eridia, left at some point, and came back later? And when asking Kuras about Mhin, he says “Like you, they’re a recent arrival.” though that could just be that Kuras has a different concept of time, considering he’s centuries old. In any case, I highly doubt it’s just an oversight from the team because so far every detail is very curated. There’s something here about Mhin’s timeline that I can’t quite put my hands on yet.
Now the juiciest bit of info about them yet in my opinion, is on their tumblr lore drop from the studio: “Lost Expeditions — In a bygone era, before Eridia became the last beacon of humanity, there was Lovent. Yet where a bustling metropolis once stood, there is now only a blasted crater and empty ruins, blanketed by fog. The inhabitants, and large chunks of the city, had vanished into thin air. Over the following years, scholars flocked to the ruins in search of answers. Like the Loventians, they disappeared without a trace, and none ever returned.” Lovent is also referenced in another post, as “The previous largest city, Lovent, was the epicenter of the first Fogfall. In the century since, Soulless and Monster incursions destroyed most cities, leaving Eridia as the largest remaining one.” It makes me wonder, if Mhin maybe did grow up in Eridia, went to Lovent either in time to be caught in its destruction, or afterwards to investigate it. It’s possible that this is how they became a Monster… In the description of their flower, there’s also a reference to “barren wastelands to ruins perpetually shrouded in Fogfall” which is way too similar to “empty ruins, blanketed by fog” to be a coincidence. It’s possible that they physically entered the Fogfall/Shroud, and what emerged wasn’t fully them anymore.
Thanks if you read so far, as always I’m always happy to read other thoughts about it all or if I missed something 👀
#sorry for everyone who was attached to their hound mc but i immediately love the exile backstory#and the exile right off the bat feels the most obvious origin at not masking the similarity between mc and soulless... like not only-#-are our hands the same color palette as the soulless and we incite bloodlust but now we also? ok say more 👀#i think i’ll miss the parallel/foil between hound and ais most but also he has great chemistry with exile so we win#anyways. wanted to post this earlier but i’ve been swamped. and couldn’t properly play sooner sigh#me when i want to play touchstarved but i have adult things to do first 🥊🥊#touchstarved#touchstarved vn#touchstarved game#ais#ais touchstarved#kuras#kuras touchstarved#leander#leander touchstarved#mhin#mhin touchstarved#vere#vere touchstarved#touchstarved analysis#touchstarved theory#touchstarved spoilers#visual novels#vns#long post#my posts
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In the twentieth century, few would have ever defined a truck driver as a ‘cognitive worker’, an intellectual. In the early twenty-first, however, the application of artificial intelligence (AI) in self-driving vehicles, among other artefacts, has changed the perception of manual skills such as driving, revealing how the most valuable component of work in general has never been just manual, but has always been cognitive and cooperative as well. Thanks to AI research – we must acknowledge it – truck drivers have reached the pantheon of intelligentsia. It is a paradox – a bitter political revelation – that the most zealous development of automation has shown how much ‘intelligence’ is expressed by activities and jobs that are usually deemed manual and unskilled, an aspect that has often been neglected by labour organisation as much as critical theory.
– Matteo Pasquinelli, The Eye of the Master: A Social History of Artificial Intelligence (2023)
#Matteo Pasquinelli#The Eye of the Master#Social History#Social theory#AI#Artificial Intelligence#Science#Scientism#Labour#Capitalism#Marxism#Malaise#Computer Science#Technology#Words#Quote#Writing#Text#Reading#Books#⏳
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