#cluster method

[trafficblr-confessions]

life series!joel (and tbh every c!joel ever) 100% has some kind of personality disorder. and I wish there was a fic that explored that. please guys has someone written a fic where joel is explicitly written as having a personality disorder. preferably cluster B.

.

[kissycat]

Kinda pisses me off when computers are slow at calculating my models bro you're a COMPUTERRR that's like your one job 🙄🙄🙄 can fitting a model to a dataset of half a million observations really be soooo difficult

[carnage-cathedral]

Hi. My partner is diagnosed with BPD and I was just wondering if there’s something I need to know about properly communicating with him, we talked about how he could easily feel like I don’t actually love him and hate him instead. I know everyones’ experiences are different, but I just wanted to know stuff from actual people and not the fancy ahh psychology articles who can’t explain anything. Sorry if that’s offensive in any way :[

I'm not super qualified to answer this because I personally have not been super educated on bpd specifically (our doctors are neglectful, etc) but this post is a pretty good place to start. the language and tone you use is very important, (but I can't explain it well just go read the post)

I DO want to add, because no one ever adds this, that the responsibility to improve communication is not solely on YOU as their partner. people with personality disorders are still responsible for their actions, and although our symptoms are very difficult to cope with at times, we don't just get to say: "well these are my symptoms and you need to learn to handle me." we still have to work to improve ourselves and treat people right

if you are doing everything right, and trying your absolute best to improve the situation, but your partner is putting in zero effort to manage and acknowledge their symptoms, it is no longer your responsibility to accommodate that, and that person is abusive. there is no diagnosis that gives you leave to not put effort into your relationships and let your symptoms take all the blame

(that was kinda unrelated but I think it doesn't get talked about nearly enough specifically with bpd that sometimes people just are not actually trying to manage themselves and it is not your responsibility to fix a person or to make up for work that they simply aren't willing to put in. never let someone use their diagnosis as a free pass to abuse you, and this applies to everything.)

[yourheartasmymark]

i think simon does end up physically back to where he started, mostly because i really want to explore the idea of simon emotionally hurting himself by trying to draw a line between himself and ice king. because the thing is that even if hes physically back to normal, he still is mentally afflicted by the remains of magic insanity and all the memories of those 900 years. hes extremely forgetful. he loses his temper more easily than before, or will start crying for reasons beyond his understanding. his physical coordination isnt as good as it was before. he feels godawful when magic queen puts the daily checklist back on the wall, because hes normal now, why cant he just remember to eat every morning? why is he getting lost 2 blocks away from his own home? why is he losing his temper over incredibly mild things?

its about the internalized hatred for himself. cutting a piece of his own identity away because hes not as well as he once was. he was ice king for longer than he was simon, but he doesnt want to acknowledge that it is part of his history and identity. itd be easier if ice king was a stranger who took control of his body for a while.

and he really needs to come to terms with the fact that he IS ice king, ice king IS him, just a different phase of his life, because pushing that fact away is only hindering his recovery.

[sexhaver]

the first AI to achieve sentience was technically a disposable vape battery bought at a gas station in Kalamazoo in 2022 that, through a freak accident involving the sourcing of its raw materials and a few stray particles of solar radiation, had become quantum entangled through time and space with a supercomputer cluster in Alpha Centauri that wouldn't be built for another million years. its only method of communicating with the world was by flashing its light on and off in Morse code and the guy who purchased it was blind

[sysig]

Got the impulse to go through my "I've started this but haven't finished it yet" list of projects

Oughh...

[marketxcel]

Cluster Sampling: Types, Advantages, Limitations, and Examples

Explore the various types, advantages, limitations, and real-world examples of cluster sampling in our informative blog. Learn how this sampling method can help researchers gather data efficiently and effectively for insightful analysis.

[alexanderwales]

Spells are a non-renewable resource. One a spell has been cast, it can never be cast again.

But thankfully, what counts as a unique spell is permissive, and very early on in the history of wizardry, wizards found many ways to use the arcane language to specify a similar effect even if the wording was different.

And still, spells were a non-renewable resource.

There are only so many ways to call forth a beam of lancing light, only a limited number of methods of purifying food to make it safe to eat. Soon it became necessary for the wizards to start casting spells that weren't quite what they wanted: a beam of light that arced to the left, a purifying spell that added a bitter taste, some changes cosmetic and others very functional.

And still, spells were a non-renewable resource.

Wizardry was divided into ages by the historiographers. The First Age was the age of plenty, when wizards could make minor tweaks to the spells and cast as much as they liked. The Second Age was the age of modification, when wizards were jumping through hoops and using methods with side effects. But the Third Age was the age of decay, when so many spells had been used that only the oddballs were left. It was impossible to cast anything even remotely resembling a fireball, not even one that hooked to the left and exploded with sharp green shards.

It came to be that few wizards could produce a spell on their first attempt. They would try, only to discover that someone else had already taken their idea and the spell does not work. They would try again, only to discover that their second idea had also been taken. Wizard battles, which had once been glorious light shows, were reduced to two wizards standing in a field trying to be the first one to stumble upon a spell that had never been cast before.

~~~~

Here are some plot hooks:

Wizards jealously guard their knowledge, fearful that someone will learn of a "seam" of untapped spells, but they also write down every spell they know to have been cast, to reduce their search space. Obviously this trove of knowledge is highly valuable.

The existence of spell "seams", which are really just collections of spells that work off the same cluster of discrete variations, mean that wizards tend to be very specialized. The Sheep Wizard knows eight hundred ways of turning someone into a sheep, because he's studied that area of the arcane language extensively, as well as historical precedents that have been ruled out. The natural enemy of a Sheep Wizard is, of course, another Sheep Wizard.

During the Second Age, a group of wizards get together to deliberately reduce the spell-space, largely in the hopes of reducing the capacity of wizard-kind for making war. Their work largely consists of sitting around casting as many fireballs as they can, depleting all options for everyone else.

During the Third Age, a group of wizards gets together and in the spirit of mutual cooperation begins to define "spell blocks", a collection of spells that a single wizard is entitled to and all other wizards agree not to use. When you become a wizard, you're given a thousand spells which are thought to still be valid, and will lose your license to practice wizardry if you cast any spells that are outside your block. This is difficult to enforce, rife with accusations and suspicion, but is thought to be better than nothing.

During the Fourth Age, a group of "wizards" (none of whom have ever actually cast a spell) are working on the arcane language in the hopes of a revival. As the age of hoarded knowledge has mostly passed, they're able to get their hands on many books that weren't previously available. One day, they invent a new form of specification that allows hundreds of thousands of new spells, re-igniting wizardry.

[beeapocalypse]

dont really have an idea for Why haalmen are bug guys yet but mmmaybe roly polies served as incidental pollinators as they rambled about scavenging food and Thats why theyve got the fluffy mass of setae (scopa) at the end of their tails

[hyruling]

number 50 for the prompts! 🫶🏻🫶🏻

50. putting a hand over the other’s mouth to shut them up

—

“You’re staring.”

He is. Has been, all night, and apparently finally been caught.

They’re in the kitchen, again, and Buck is watching him, flushed from the alcohol they’ve been drinking and the exertion of the game of charades that got a little too rowdy. Everyone else is in the living room, clustered around Bobby like a herd of elephants protecting their young, and when Buck got up to refill the snacks Eddie unfolded himself from the armchair and followed.

So yeah, he’s been staring. As if it’s his fault. Buck is wearing that cardigan that pulls tight across his chest and makes his eyes look stupidly blue. He’s forgone any hair product, curls bouncy and so touchable it’s been driving him crazy all night. And Bobby is in his house, something he thought he’d never get to see again. Chris is home, tucked away in his room with Denny and Mara and probably Jee, entertaining themselves away from the embarrassing adults. The world is right again, and pleasantly fuzzy from all the wine Karen’s been plying him with all night.

And Buck. He’s already mentioned the cardigan, and the hair, but Buck has been in his element tonight. Full of laughter, the spirit Eddie was worried had been broken forever repaired and thriving. He’s been fluttering around the house, refilling drinks and serving food with a bright smile that he can’t get enough of.

Buck’s glancing over at him now, hands busy with re-plating a charcuterie board. He has a soft smile just for Eddie, and it makes him a little nauseous with how painfully in love with him he is. How stupid he’s been to have wasted so much time pretending he wasn’t.

“Earth to Eddie?” Buck says, grin widening into something teasing.

“Hmm?” Eddie asks, settling against the counter behind him while Buck works at the island. He fiddles with his wineglass, nearly empty, and watches Buck cut up a block of gouda cheese. He’s pushed the sleeves of the cardigan to his elbows, forearms flexing, and Eddie can’t quite make himself look away.

“I said you’re staring,” Buck repeats with a little laugh. “Did you follow me in here just to watch, or are you gonna help?”

“I’m fine right here,” Eddie answers, delighting in Buck’s eye roll, the blush that creeps into his cheeks. “It’s a good view.”

Buck goes crimson, drops the block of cheddar he’d been about to slice. “Eddie. You can’t say that kind of shit when I have a knife in my hand.”

“Why?” Eddie teases, and the back of Buck’s neck turns red. Not for the first time, Eddie wonders how far it spreads. “Does it make you flustered, Buckley?”

He knows it does. But that certainty was hard earned, having spent weeks agonizing over living in such close quarters with Buck, telling himself all kinds of stories about why his heart raced when their hands brushed over the coffee pot, convinced Buck must not feel the same way. Until his tía had walloped him upside the head, metaphorically speaking, a few weeks in and told him to lock Buck down before it was too late.

In her own words, of course.

He suspects she had a similar conversation with Buck, given the way he’d come inside after seeing her to her car, red-faced and avoiding Eddie’s eyes. They’d stuttered and tiptoed around each other for a few days before settling back into their normal, which Eddie had finally come to realize was not most people’s normal.

“I—shut up,” Buck says, and picks up the cheese.

But now that he’s started, he can’t help himself. Fueled by three and a half glasses of wine, and the profound joy that’s bursting to spill out of his ribcage, he inches closer until his hip presses into the island right next to Buck.

Buck goes briefly rigid but recovers quickly — Eddie wouldn’t even have noticed the slip if he wasn’t watching him so closely. He keeps slicing cheese methodically, eyes fixed determinedly on his hands.

“Looking a little flushed there, bud,” Eddie says. “Too much wine?”

Buck huffs and flushes harder. “I only had two glasses. What’s that, your fourth?”

“You monitoring my drinking?” Eddie asks, and Buck chuckles.

“Only cause I know you’ll have a massive headache later,” Buck replies. “Good thing I stocked up on Excedrin last week.”

He finishes the cheese and starts in on some sausage, unwrapping it from the plastic, and Eddie can’t resist.

“Nice sausage you got there.”

Buck chokes on spit and drops the knife, turning to face Eddie at last. “Eddie. What is this?”

“What?” Eddie asks innocently. He’s too drunk to properly flirt, never flirted with a man before and is rusty nonetheless; but Buck is responding beautifully, in a way that he knows only he could tease out of him.

“You’re complimenting my sausage?”

Eddie shrugs. “It’s a nice one, that’s all. Thick, firm. I’d like to taste it—”

Buck’s hand covers his mouth, cutting him off, and his blood sings from the contact, from Buck flush against him, so close he could count his eyelashes. He barely resists the urge to lick his hand.

“Eddie,” Buck says in a low, plaintive voice that’s doing nothing to calm down his dick, which is not uninterested in the sudden lack of personal space. “You gotta—you know what you’re doing. Don’t—don’t be mean.”

And that—he knows then that they’re not on equal footing, that Buck is still operating under the illusion that Eddie’s not attainable, not already his. That the uptick in Eddie’s heated stares, his hand on Buck’s lower back while he’s cooking, the hip checks at the bathroom sink, have not communicated as clearly as he thought how much he wants this.

So Eddie nods, still silenced by Buck’s hand, and purses his lips until Buck can feel them against his palm. Buck snags it back like he’s been burned, eyes wide.

“Yeah, Buck,” Eddie says softly. He picks up Buck’s hand and presses another kiss to his knuckles, keeping his eyes fixed on Buck’s. “I do know what I’m doing.”

Buck looks lost, staring at him the way he had when Eddie appeared amongst the rubble and dust weeks ago — like he’s a ghost, like he’d never seen him before.

“A-are you sure? Because Eddie, I can’t—”

Eddie closes the scant distance between them, catches Buck’s jaw in one hand, and kisses him.

Buck doesn’t kiss him back at first, frozen in Eddie’s gentle grip — and then he’s making a soft, hurt sound and pulling Eddie closer, hands immediately snaking under his shirt to find the skin of Eddie’s back. His head spins when Buck’s tongue teases at his lips, and he tastes like wine and salt and—

“Buckaroo, what’s the hold up—oh.”

Buck rips away, putting nearly a foot of space between them, and Eddie laughs, giddy. Chim looks like the cat who got the cream when he turns around, face split into a wide grin.

“Whatcha doing gentlemen?” he asks with a snap his gum, crossing his arms and tilting his head.

Buck sputters behind him, but Eddie just shrugs and leans back until he feels Buck’s chest pressed against his back.

“Nothing really. I was just asking Buck about his sausa—”

Buck’s hand slaps over Eddie’s mouth again, pulling him tighter against his chest with the move, and Chim howls out a laugh.

“I knew it!” he cries, clapping his hands together and spinning around. “Maddie! You owe me fifty bucks!”

“Hey!” Buck calls, but it’s too late — Chim’s gone.

Eddie does lick Buck’s hand then, and Buck releases him with a squeal. Eddie turns around and chuckles at Buck’s red face, staring at him helplessly. He can’t help but lean up to press a kiss to his flushed cheek, stroking over the other with a gentle thumb.

“We’re about to be swarmed,” Eddie says. He can already hear exclamations and shrieks coming from the living room and knows they have seconds before their little bubble is shattered. “I love you, and I mean it. And I really can’t wait to try your sausage.”

Buck snorts and drops his head to press against Eddie’s forehead, eyes brimming with what look like tears. Eddie thumbs a stray one away with the hand on his cheek. “Eddie, I—I love you so much, it’s—I—”

“What have we here?”

It’s Hen that breaks them apart this time. Buck’s smiling sheepishly over Eddie’s shoulder, and when Eddie turns, he sees at least four people trying to crowd in the doorway, the rest cloistered behind them in the dining room. Buck sighs, and drops a kiss to the top of Eddie’s head before beckoning them in.

“Alright. Get in here, you animals.”

Like a dam breaking their family descends, pouring into every nook and cranny, and Eddie swears his kitchen has never felt so warm.

—

prompts xo

[slutla]

warnings: slightly nsfw, breast fondling, reader has sensitive nipples, bathing together, established relationships, mark grayson, suggestive but not any actual penetration. fem! reader. usage of pet names. body worship kinda. fluff.

an: minors n allat dni. i’ve been busy lately so consider this a filler post for now :3 i’ll b back soon tho trust

The water sloshes, licking at porcelain as you shift, easing back until your spine meets the warmth of his chest. It’s a squeeze, his body takes up most of the tub but you fold yourself into the space like you belong there, legs brushing his. Bubbles cling to your skin in soft, quiet clusters, catching light, catching breath.

He looks down at you, small and soft between his thighs, spine arched just right. Your ass rests where it fits too perfectly, breasts rising all delicate and proud with each breath. There’s a smile tugging at his mouth—lazy, fond. The water is hot, steam curling into the air like breath, thick with the hush of lavender.

“Mark, can you wash my hair?” you say, voice flat, no question in it, more command than request. No sugarcoating it. He was already planning to anyway.

He’s quick with it, no hesitation. Palms slick with too much shampoo, bubbles frothed between his fingers as he leans in, working it into your scalp. His touch stays focused at first—slow, methodical—like he’s trying to memorize every strand on your perfect little head. Fingers move with quiet intent, circling your scalp just right.

You sigh, eyes fluttering shut, warm and satisfied, letting him take care of you. You figure you could fall asleep like this; his fingers dragging lazy circles through your hair, the rhythm slow and lulling. Your back is bare against his chest, solid and burning-warm, muscle and skin pressed close like he’s trying to mold around you. Everything smells like lavender and steam and him.

But then his hands drift. Absent-minded, like they’ve forgotten where they’re supposed to stop—sliding down the nape of your neck, skimming your throat, tracing the soft line of your collarbones. Then lower… fingers ghosting across your breasts, unhurried.

His hands cup your tits, tender and slick, water beading over them like you’re made of something delicate.

“Mark…?” you say, mock suspicion in your voice. Not cautious—curious. Like, where exactly is this going?

He grins, all lazy charm. “What?” he says, innocent as sin. “I’m just tryna wash ’em for you, baby.”

They’re heavy in his hands, water trickling down their curves like liquid diamonds, catching the dim light. They’re pretty, real pretty and you know it. So does Mark. The way his eyes darken, the way his thumbs start to move in slow, deliberate circles, tells you everything.

He drags the last of the soap across your chest, rough palms kneading gently, pulling a gasp from your lips. The water trembles, ripples fanning out as you jolt under his touch.

His fingers don’t stop, working in a quiet rhythm, circling your nipples, now hard and aching beneath the slip of soap. “They’re so perfect,” he mutters, voice low, like he’s talking more to himself than you. You squirm, thighs pressing together beneath the water, trying to keep it together—but it’s no use.

His thumbs flick your peaks again—teasing. A soft moan spills from your mouth, raw, helpless. You feel his chest rumble against your back, a quiet laugh that says he’s loving this.

You roll your eyes, annoyed. “Y’know ‘s not funny, at all. You’re gonna lose privileges.”

He leans in a little closer, his breath against your cheek, playful and warm. “Privileges, huh?” His voice is teasing, but there’s something deeper laced into it—something that makes your heart trip.

“What kind of privileges are we talking about?”

You can practically feel the smirk on his lips without looking. That mix of cocky and sweet that drives you a little mad. You turn, just enough to meet his eyes.

“The kind you definitely don’t want to lose,” you murmur, tone still playful—but there’s weight behind it now. Something unspoken, soft and electric between you both.

[reasonsforhope]

"A 25-year-old woman in China is the first person worldwide to have type 1 diabetes reversed through stem cell therapy.

The therapy used the patient’s own cells to create personalized stem cells, which were then used to grow fresh insulin-producing islets.

This breakthrough offers hope for millions with diabetes, potentially eliminating the need for daily insulin injections and reducing complications.

In a groundbreaking medical achievement, a 25-year-old woman in Tianjin, China, has had her type 1 diabetes reversed through a novel stem cell therapy. This marks the first time such a feat has been accomplished globally, offering new hope for millions living with the chronic condition.

The patient, who had been struggling with type 1 diabetes, underwent a pioneering treatment that involved converting her own cells into personalized stem cells. These stem cells were then used to grow fresh clusters of ‘islets,’ the hormone-producing cells in the pancreas responsible for regulating blood sugar levels.

As Nature reports, this therapy’s unique approach of transplanting the newly created islets into the patient’s upper abdomen near her pancreas sets it apart from previous islet transplant methods. This strategic placement allows for easier monitoring via MRI, a significant advantage over traditional liver transplants.

“I can eat sugar now,” the woman said on a call with Nature. After over a year since the transplant, she says, “I enjoy eating everything — especially hotpot.” The woman asked to remain anonymous for privacy reasons.

Experts are astonished at the results, according to Timesnownews. “They’ve completely reversed diabetes in the patient, who was requiring substantial amounts of insulin beforehand,” said Dr. James Shapiro, a transplant surgeon and researcher at the University of Alberta in Edmonton, Canada.

The implications of this breakthrough are far-reaching, as it could potentially revolutionize the way we treat diabetes. By using a patient’s own cells to create personalized stem cells, this therapy bypasses the limitations of donor islet shortages and the need for immunosuppressive drugs, which have hindered the success of conventional transplant methods.

‘If this is applicable to other patients, it’s going to be wonderful,’ diabetes researcher Daisuke Yabe of Japan’s Kyoto University told reporters via Daily Mail.

As the world watches closely, the success of this case sparks hope for the millions of individuals living with type 1 diabetes. It represents a significant step forward in regenerative medicine and paves the way for further research and development in the field."

-via Gadget Review, September 30, 2024

[angelseraphines]

ೃ⁀➷ body electric ˗ˏˋ꒰ 🦢 ꒱

╰┈➤ suguru niragi x former!lover!reader imagine

a/n: i would like to give a special thank you to @lumillsie for the layout of this post and for the filter used on the header! please note that i do not agree with the choices of niragi and for any fanfictions i write about him, those controversial actions will be omitted!

˚ ༘♡ it was the strangest thing, stepping out of your bedroom and into a world that had ceased to exist. the familiar cadence of life, the hushed creaks of the old family estate, the distant sounds of the city beyond, had been swallowed whole by silence. you called out, expecting an answer, but none came. the lavish halls stretched empty, the doors left ajar as if abandoned in an instant. outside, the streets of tokyo stood frozen in time, emptied of their ceaseless crowds, their neon-lit chaos. no cars idling at intersections, no distant murmur of conversation, no footsteps beyond your own.

˚ ༘♡ for hours, you wandered, a lone figure adrift in a dead city. the absence of life gnawed at your mind, an eerie stillness pressing against your skin. you searched for movement, for any sign that you weren’t the last person left in the world. then, at long last, you found them, a handful of strangers clustered in the remains of a building complex, their faces etched with the same confusion and fear that pained your expression. pitiful consolation burned in your chest, only to be doused by frustration. they knew nothing. no one did.

˚ ༘♡ then came the notification, it read the following, “visa: 3 days remaining.”

˚ ༘♡ your heart pounded as you turned to one of the others, demanding to know what it meant. their answer was worse than anything your mind had conjured. you had three days to play. three days to win. fail, or refuse, and your visa would expire. and when that happened, you would die.

˚ ༘♡ it sounded absurd, a nightmare spun from exhaustion and fear. but then the first game began.

˚ ༘♡ a siren wailed through the building, red emergency lights casting the halls in an unnatural glow. a door slammed open. and then he appeared.

˚ ༘♡ a towering figure draped in dark clothing, a horse mask concealing his face, the gleam of a gun heavy in his hands. he did not hesitate. the first shot rang out, cutting through the confusion, splattering blood across the walls. screams shattered the air. chaos erupted, bodies scrambling for cover as the game of tag began, except this wasn’t a game. not really.

˚ ༘♡ you ran. every breath burned, every heartbeat a countdown to death. the masked man moved with terrifying precision, his steps unhurried, methodical. you turned a corner just as another shot rang out through the air, a body hitting the ground behind you. fear coursed through your veins like fire, but survival drove you forward.

˚ ༘♡ in the end, you lived, not by skill, not by strength, but by sheer luck. a young man and a woman, moving like they had done this before, found the safe zone in the final moments. you barely made it, collapsing against the wall, lungs heaving, the taste of fear still thick in your throat. the masked man vanished. the sirens cut off. eerie silence returned.

˚ ༘♡ your phone buzzed again. your visa had been extended.

˚ ༘♡ the next day, you could hardly move. fatigue and shock weighed you down, pinning you to the cold floor of the abandoned building you had taken refuge in. your mind refused to process what had happened, but deep down, you knew. if you didn’t move, if you didn’t act, you wouldn’t survive the next game.

˚ ༘♡ it was pure chance that you ran into them again, the two who had saved you. the young man introduced himself as ryohei arisu, the woman as yuzuha usagi. you thanked them, though words felt meaningless after what you had just endured. when they asked if you wanted to join them, you didn’t hesitate.

˚ ༘♡ arisu mentioned a location called the beach, a rumored sanctuary where players had gathered. a sliver of hope in a city that had become a graveyard.

˚ ༘♡ it took time, careful observation, and calculated risk, but after following a group of players you recognized from the game of tag, you knew you were close, but without warning a devastating blow was delivered to the back of your head and you were entrenched by darkness.

˚ ༘♡ when you woke, your wrists were bound, the scent of lavender incense thick in the air. a lavish room stretched before you, unfamiliar faces standing in the dim light. a man entered, draped in a loose robe, his presence far too casual for the circumstances. he grinned and extended his arms in a welcoming gesture, “i am sure you all have questions, and we have the answers you are searching for.”

˚ ༘♡ the robed man, who introduced himself as the hatter, was the self-proclaimed ruler of the beach. with a charismatic grin, he explained the laws that governed this facade of a sanctuary, his voice smooth, practically hypnotic, as if he had rehearsed it countless times before.

˚ ༘♡ one. all playing cards collected from the games belonged to the beach. they believed that obtaining a full deck would grant them passage back to the original world, though there was no proof, only blind faith and desperation. two. all members were to follow the will of the leader, the hatter himself, and his chosen executive members. their word was law. questioning it was not an option. three. the most sinister of all, betray the beach, and you will be executed without mercy.

˚ ༘♡ his delivery was casual and lighthearted, but the dread of those mandates settled akin to lead in your stomach. there was no room for dissent. you were not being invited, you were being conscripted.

˚ ༘♡ with no choice but to comply, you were ushered away, given a simple command: change into swimsuits. no exceptions. it was a method of control, a way to ensure no weapons could be concealed. but beyond that, it was humiliating. a stripping away of your identity, reducing you to just another body in the beach’s twisted paradise.

˚ ༘♡ you were led into a grand dressing room, its gilded mirrors and velvet benches a stark contrast to the world outside. racks of swimwear lined the walls, bright, revealing, designed for spectacle rather than function. hesitant, you sifted through the options before settling on a pearl-white one-piece with a sweetheart neckline, elegant yet understated. even so, the thought of baring yourself in such a vulnerable space made you uneasy. for a sliver of modesty, you grabbed a sheer cover-up, draping it over your shoulders before stepping out into the heart of the resort.

˚ ༘♡ and what you saw left you speechless.

˚ ༘♡ the beach was alive with indulgence. men and women in vibrant bikinis and neon swim trunks danced freely, their bodies moving under the golden glow of the sun. cocktails sloshed in their hands, music pulsed from unseen speakers, laughter rang out like the city had never vanished. it was surreal, a fever dream of excess set against the backdrop of an abandoned world.

˚ ༘♡ but beneath the revelry, there was something off. something calculated.

˚ ༘♡ as you moved through the crowd, you felt it, the leering gazes of men trailing after you, drinking you in like you were just another prize in this lawless haven. your grip tightened around your cover-up, pulling it closer, shielding yourself as best as you could without drawing attention. searching the crowd, you finally spotted familiar faces, usagi and arisu, standing off to the side, their expressions indistinct.

˚ ༘♡ relief rushed through you as you hurried over. “i thought i’d never be able to find you two.”

˚ ༘♡ usagi glanced up, her eyes taking you in. she wore a navy blue two-piece, a peach zip-up jacket pulled tightly around her frame despite the heat. her voice was low, almost conspiratorial as she muttered, “can you believe they’re making everyone dress like this? it’s humiliating.”

˚ ༘♡ arisu, arms crossed, let out a slow breath, gaze drifting toward the endless stretch of blue sky. “you think what the executives said is true?” his voice was laced with doubt. “that if we gather all the cards, we can go back?”

˚ ༘♡ neither you nor usagi answered. because what was there to say? it was a fool’s hope, a dangling promise intended to keep the beach running, to keep its members playing the games. no one knew if escape was even possible. and something told you that the people in charge of these depraved, debauched games didn’t care.

˚ ༘♡ the vivacious laughter and excitement that had consumed the resort mere moments ago began to wane, like a tide pulling back, exposing something far more menacing beneath the surface. you felt it before you saw it, a change in the air, an unspoken tension that rippled through the crowd, silencing the drunken revelry. turning your head, your breath became erratic.

˚ ༘♡ a group of men strode through the party, their presence suffocating, the very energy of the beach seeming to warp around them. at the front of the pack, you recognized him immediately, the man who had taken down the tagger during your first game. his presence had unnerved you then, and it unnerved you now. he moved with the quiet confidence of a predator, his muscled frame tense beneath his tank top, his sharp eyes scanning the crowd with indifference. he looked like a member of the yakuza with his shaved head and vicious attitude.

˚ ༘♡ yet, it was the figure behind him that truly sent a chill down your spine. a man dressed in black, his hood drawn up over his head, a long, gleaming blade clutched in his grip. his head was shaved clean, but tattoos inked his stark white skin, crawling down his neck like a web of curses. he didn’t speak. he didn’t need to. his very presence was suffocating, a walking omen of violence.

˚ ༘♡ your gaze steadily drifted to the figure on the left, and your entire body locked up.

˚ ༘♡ no.

˚ ༘♡ your heart lurched, your stomach twisting into knots so tight you felt nauseous. your breath caught in your throat, your knees going weak beneath you. your mind screamed at you that it couldn’t be, that it shouldn’t be. but it was.

˚ ༘♡ “hey, aguni, who is this jerk staring at you?”

˚ ༘♡ the masculine voice with a taunting edge, slashed through the unbearable silence, your gaze landed on him. niragi.

˚ ༘♡ he stood before you, a rifle slung casually over his shoulder, his smirk razor-sharp and laced with cruelty. but your eyes weren’t on the weapon. they weren’t even on the piercings that now lined his eyebrow and tongue, nor the unruly strands of black hair that had grown out since you last saw him.

˚ ༘♡ the same eyes that once held warmth, shyness, devotion. the same eyes that once looked at you like you were his entire world. but now? now they were malicious and dark, devoid of anything kind and compassionate. the cocky bravado was there, the smirk, the teasing edge to his voice. but for a fleeting second, just a fraction of a second, his mask slipped. his expression faltered. he recognized you. he wasn’t expecting this, he wasn’t expecting you.

˚ ༘♡ arisu, beside you, blinked in surprise. “you’re the guy from the game of tag.”

˚ ༘♡ aguni, the man leading the group, barely spared you a glance. instead, his gaze flickered over the three of you, his lips curling in something that wasn’t quite a sneer, wasn’t quite pity. “i see your friend died.” his tone was cold, impersonal. “what a shame. the weak ones survived.”

˚ ༘♡ niragi, however, was no longer looking at arisu or aguni. his full attention was on you. his fingers twitched at his side, his head tilting slightly, like he was trying to piece together if this was real or some bizarre hallucination. then, before you could even think of what to say, he took a step forward, closing the distance between you just enough to make your breath catch in your throat.

˚ ༘♡ ”it’s been a while, honey.”

˚ ༘♡ his voice was laced with mockery, with that menacing brutality, but there was something else too, something genuine. a sliver of sincerity buried beneath it all, a trace of something that made your heart ache, remnants of the niragi you once cherished so deeply.

˚ ༘♡ “why are you hanging out with this loser?” niragi seethed, his voice ridden with contempt as his glare locked onto arisu. before arisu could even process the insult, let alone defend himself, niragi swung the end of his rifle into his face with a sickening crack. the impact sent arisu crashing onto the cold, tiled floor, his head snapping back against the hard surface.

˚ ༘♡ blood gushed from his nose and mouth almost instantly, painting the shining white tiles in deep crimson. he barely had a chance to react before niragi loomed over him, lifting his boot and slamming it into his ribs. arisu curled inward, gasping in pain, but niragi wasn’t done. he kicked him again, this time in the head.

˚ ༘♡ usagi let out a panicked cry and dropped to the ground beside arisu, her hands flying up to shield him. “stop! please!” she shouted, desperation cracking her voice. she tried to shove niragi away, but he barely stumbled. without hesitation, he turned and shoved her back with enough force to send her sprawling across the floor.

˚ ༘♡ “what the hell are you doing?” you snapped, horror and disbelief flooding your veins. your mind reeled, unable to make sense of what you were seeing, of the man standing before you. niragi had once been the one suffering under the weight of cruelty, bullied relentlessly until he had nearly been broken. you had been the one to step in, to defend him, to pull him from the insults and beatings of others. and now, here he was, standing in the shoes of the very monsters who had tormented him.

˚ ༘♡ what happened to him?

˚ ༘♡ “niragi, enough! no more!” you yelled out, but he ignored you, lifting his boot again as if he had already decided arisu’s fate.

˚ ༘♡ you didn’t think. you acted. you threw yourself in front of him, your body a barrier between niragi and the bloodied mess of arisu curled up on the floor. usagi was already huddled beside him, shielding him as best as she could. you could see niragi’s rise and fall as adrenaline coursed through his veins, feel his eyes boring into you, but you didn’t care.

˚ ༘♡ “what have you become?” you shouted, your voice shaking, your emotions threatening to swallow you whole. “have you lost your mind because of these games? is this who you are now?”

˚ ༘♡ niragi stood motionless, his expression darkening. for a minute, something unreadable glistened in his gaze, something vanishing, something buried beneath layers of cruelty and indifference. then, his lips coiled into a sneer.

˚ ༘♡ “what have i become?” he mocked, his tone laced with amusement. “why are you being so melodramatic?”

˚ ༘♡ your heart pounded as you looked past him, at the men standing behind him, watching without saying a word. this was for them. niragi wasn’t just acting out of anger, he was performing, playing the role expected of him, preserving whatever foreboding image he had built here.

˚ ༘♡ he exhaled sharply and tilted his head, his smirk growing. “get out of my way, would you?” his voice was almost teasing, but there was a dangerous edge beneath it. he reached out, fingers brushing against your cheek in a touch that once would have made you feel more beloved than any woman in the world. but now? now, it was no different than the most potent of venom.

˚ ༘♡ your grimaced with revulsion, and before he could even register it, you jerked away, stepping back like his touch had burned you. niragi chuckled, shaking his head. “come on, don’t be like that,” he mused. “i promise we’ll have all the time in the world to catch up, after i finish with these two.”

˚ ༘♡ he moved to step around you, his patience wearing thin, but you blocked him again. this time, your stance was firmer, your hands clenching into fists at your sides, your fingernails digging into the skin of your palms. you could feel your pulse pounding in your throat, but you forced yourself to meet his gaze, unflinching.

˚ ༘♡ “niragi, please.”

˚ ༘♡ his name left your lips softer this time, stripped of the anger, stripped of the disbelief. it was a plea, not simply for arisu’s sake but for his, for the young man you once knew, the one you once loved.

˚ ༘♡ niragi hesitated. for a short while, something in his expression changed. you held his gaze, hoping, praying, that somewhere beneath the layers of cruelty and violence, he still remembered, those late-night phone calls, the way he used to look at you when he thought you weren’t watching, the warmth of his fingers laced through yours on lazy afternoons at the café. if there was anything left of that niragi, maybe, just maybe, he would stop.

˚ ༘♡ his smirk twitched, his tongue flicking over the silver piercing on his lip. then, with a lazy wave of his hand, he scoffed. “eh, whatever,” he muttered, swinging his rifle back over his shoulder as if nothing had happened. “this is no fun with you whining in my ear.” he turned away without another glance, striding off like he had already forgotten all about you. the rest of the men followed, their presence dissipating as quickly as it had arrived. aguni lingered for a tad longer, his expression obscured and harsh, before he, too, disappeared into his horde of followers.

˚ ༘♡ you stood bewildered, the tension in your body unraveling all at once, leaving only nausea in its wake. the atmosphere still buzzed with energy from the resort party, but it all felt so far away, like a different world entirely. your mind returned to arisu and usagi, they required your help.

˚ ༘♡ you spun on your heel and dropped to your knees beside him. he was still on the floor, barely conscious, his face drained of color, his body limp. usagi knelt beside him, pressing her zip-up jacket against his forehead to slow the bleeding. the fabric was already stained deep red.

˚ ༘♡ panic surged through you. you reached out, brushing arisu’s shoulder tenderly, trying to ground yourself as much as him. “i’ll get help, okay? stay here.”

˚ ༘♡ usagi nodded, her jaw tight, her focus entirely on arisu. you pushed yourself to your feet, your heart hammering as you turned and ran. you didn’t know where you were going. you didn’t even know who you could turn to in a place like this. but you had to hurry. arisu was losing too much blood, his life was in danger, because of niragi.

˚ ༘♡ your mind still couldn’t fully grasp it, the sheer impossibility of what he had become. your sweet and loving boyfriend you once knew was gone, replaced by a man who could smile through savagery, who could beat someone half to death and consider it entertainment.

˚ ༘♡ niragi was gone. whatever had taken his place, you weren’t sure you wanted to understand.

a/n: my first alice in borderland fanfiction! if you have any thoughts or requests, please let me know! 🤍

[kannedia]

@talilohaffxiv

How to make money in this godforsaken anime game because I promise it’s not hard

Tips for everyone:

Universalis is free and not against TOS because it’s a website. Use this to easily see what things are selling on your world.

You should be sending your retainers out on ventures as often as you can. Send them out on explorations to get stuff to trade in for GC seals that can be used to purchase items from the quartermaster that sell well on the Marketboard as well as More Ventures. Or just send them out directly to get stuff.

Wondrous Tales has a decent payout on top of the exp boost. It’s not a lot but it’s free. Make sure you’re saving your Gil bags tho for>>

Doman Restoration in the Doman Enclave, at max level, will net you 30k gil per week. It’s not a lot but it takes five minutes a week. Use the gil bags to easily fill out your donation basket and don’t worry about canon.

Leve quests don’t pay a LOT comparatively but they are a reliable source of income for any job.

Do ur hunts. Not because this will make you gil. But because this will save you gil. Literally just slay the elite mark that week for a couple expansions, and spend your hunt tokens on aetheryte tickets. Never spend 2000 gil teleporting from Sharlayan to Radz-At-Han again.

If you like running instanced content:

Adventurer in need bonuses are not one time only. They persist even after your daily reward has been claimed

Roll on everything. Turn that into your grand company for seals. Use seals to purchase items. Sell these items. Ta-Da

Same thing for tomestones. Go buy shit from the vendors in the small cities with your poetics, and current tomestone mats will always sell well

If you like rping

Get a job. I’m serious. Clubs are always hiring wait staff and backend folks (no ERP required). I’m sure people who are in this scene know more about it than me.

ERP pays well my guy

If you like crafting/gathering

It doesn’t matter what level you’re at. Go to your crafting log. On the left hand side is three tabs marked with a stair, a bag with a star, and a book. Click into the bag menu. Scroll down to housing. Look what you can craft. See what’s selling. Purchase what materials you don’t have so long as you make a profit. Congrats.

Send your retainers out to gather items for housing crafts. Or just the mats directly and sell those. Do a little research into what free companies use for things like airship and submersible voyages/components and farm that

If you are maxed out, remember HARM—Housing, Aethersand, Raiding supplies, intermediate Materials. It can be difficult to sell gear because of market saturation, but the materials to make gear are always in high demand, especially those tricky intermediate crafts. Selling raid food and tinctures is easy money.

Diadem. Skybuilder mats sell well. Like. REALLY well. And you can hop into the diadem with a really low level. Have fun.

Speaking of the firmament, your skybuilder scrips are basically worth a fortune. Almost everything you can exchange for skybuilders scrips sells super well on the market.

Do your custom deliveries. It really doesn’t take long. Do whatever you want with the scrips. Materia always sells well.

The end