#this is their Only problem-solving method
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aziraphales-library · 18 hours ago
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Hii, how are you?
I was wondering if there are any fics where crowley and/or aziraphale are famous and have to pretend to be together for a pr stunt (preferably where they don’t like each other at first, but I’m not picky🫣)
Thank youuu, I love your account! 🫶🫶
Hello! We have #famous aziraphale, #famous crowley, and #fake/pretend relationship tags. Here are some fics with both...
muddle through somehow by curtaincall (T)
Aziraphale Fell runs a successful food blog, Celestial Comestibles, where he shares mouthwatering recipes and heartwarming stories about his happy domestic life in a cottage with his husband and son. As promotion for his upcoming cookbook, his publishers run a contest: one lucky winner will get to spend Christmas with Aziraphale and his family. What the publishers don't know is that the real Aziraphale Fell is a single city-dweller. And if he wants to keep up his happily married persona, he'll have to acquire a cottage, husband, and son before Christmas. As it happens, his friend and neighbor Anthony Crowley has his nephew staying with him for the holidays. One fake marriage proposal later, and everything seems tickety-boo--as long as Aziraphale can keep from developing inconveniently real feelings for his pretend husband...
and now all of my garden is grown in lavender by ilikeblue (E)
Popular queer romance author, A.Z. Fell, has been lying about having a husband and a happy marriage for years. Longing to escape a string of failed relationships and looking for a fresh start, Aziraphale moves into the cottage left to him by his Great Aunt Agnes. When a TV adaptation of one of his books leads to sudden popularity and throws him into the limelight, his fans (and the press) are eager to catch a glimpse of Aziraphale's own mysterious leading man. Unfortunately, he still has to cast someone for that role. Enter the handsome gardener… Under Crowley's meticulous care the cottage's neglected garden slowly comes back to life, and Aziraphale finds himself writing the most important love story he'll ever write: his own
Method Acting by Caedmon (E)
Anthony J. Crowley is an A-list actor who has been in a bit of a slump over the last couple of years. A.Z. Fell is on the brink of superstardom, but has a reputation as a fuddy duddy. Their managers, Beezle and Gabriel, insist that if they pretend to date each other, it will solve both of their problems. It's only for three months. What's the worst that can happen?
on the same page by Chekhov (E)
Aziraphale Z. Fell is a rising star of the spiritual literary genre - the next Eat Pray Love guy - and his version of Chicken Soup For the Christian Soul is flying off the shelves. It's not that he's not grateful, but it's one thing to enjoy a career in writing and another completely to be pigeonholed into a specific genre, so much so that you are almost forbidden from writing anything else. So yes, maybe he has a bit of a secret. An outlet for his less... appropriate urges. And yes, if his typical readership got word of the sort of paragraphs he could put out on a particularly inspired night, they might suffer some form of heart attack typical for their age. But all of that is well hidden, and there is absolutely no way anyone would ever find out about his Arrangement with A.J. Crowley - the most debaucherous romantic fiction author of the decade. That is... until they have to pretend to be married to each other.
A Model Guardian by Fuuma_san (E)
Crowley is a self-sufficient model on the verge of stardom. They clawed their way up all by themselves and the very last thing they want is some cream puff bodyguard their agency hired following them around constantly. Pretending to be their boyfriend at work so they don't get a reputation as a Diva. Watching over them. Caring for them. But then it turns out "Fell" was not even his real name. Was it all fake? Would someone like him ever want someone like them?
- Mod D
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feminist-space · 2 days ago
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Excerpts:
"The convenience of instant answers that LLMs provide can encourage passive consumption of information, which may lead to superficial engagement, weakened critical thinking skills, less deep understanding of the materials, and less long-term memory formation [8]. The reduced level of cognitive engagement could also contribute to a decrease in decision-making skills and in turn, foster habits of procrastination and "laziness" in both students and educators [13].
Additionally, due to the instant availability of the response to almost any question, LLMs can possibly make a learning process feel effortless, and prevent users from attempting any independent problem solving. By simplifying the process of obtaining answers, LLMs could decrease student motivation to perform independent research and generate solutions [15]. Lack of mental stimulation could lead to a decrease in cognitive development and negatively impact memory [15]. The use of LLMs can lead to fewer opportunities for direct human-to-human interaction or social learning, which plays a pivotal role in learning and memory formation [16].
Collaborative learning as well as discussions with other peers, colleagues, teachers are critical for the comprehension and retention of learning materials. With the use of LLMs for learning also come privacy and security issues, as well as plagiarism concerns (7]. Yang et al. [17] conducted a study with high school students in a programming course. The experimental group used ChatGPT to assist with learning programming, while the control group was only exposed to traditional teaching methods. The results showed that the experimental group had lower flow experience, self-efficacy, and learning performance compared to the control group.
Academic self-efficacy, a student's belief in their "ability to effectively plan, organize, and execute academic tasks"
', also contributes to how LLMs are used for learning [18]. Students with
low self-efficacy are more inclined to rely on Al, especially when influenced by academic stress
[18]. This leads students to prioritize immediate Al solutions over the development of cognitive and creative skills. Similarly, students with lower confidence in their writing skills, lower
"self-efficacy for writing" (SEWS), tended to use ChatGPT more extensively, while higher-efficacy students were more selective in Al reliance [19]. We refer the reader to the meta-analysis [20] on the effect of ChatGPT on students' learning performance, learning perception, and higher-order thinking."
"Recent empirical studies reveal concerning patterns in how LLM-powered conversational search systems exacerbate selective exposure compared to conventional search methods. Participants engaged in more biased information querying with LLM-powered conversational search, and an opinionated LLM reinforcing their views exacerbated this bias [63]. This occurs because LLMS are in essence "next token predictors" that optimize for most probable outputs, and thus can potentially be more inclined to provide consonant information than traditional information system algorithms [63]. The conversational nature of LLM interactions compounds this effect, as users can engage in multi-turn conversations that progressively narrow their information exposure. In LLM systems, the synthesis of information from multiple sources may appear to provide diverse perspectives but can actually reinforce existing biases through algorithmic selection and presentation mechanisms.
The implications for educational environments are particularly significant, as echo chambers can fundamentally compromise the development of critical thinking skills that form the foundation of quality academic discourse. When students rely on search systems or language models that systematically filter information to align with their existing viewpoints, they might miss opportunities to engage with challenging perspectives that would strengthen their analytical capabilities and broaden their intellectual horizons. Furthermore, the sophisticated nature of these algorithmic biases means that a lot of users often remain unaware of the information gaps in their research, leading to overconfident conclusions based on incomplete evidence. This creates a cascade effect where poorly informed arguments become normalized in academic and other settings, ultimately degrading the standards of scholarly debate and undermining the educational mission of fostering independent, evidence-based reasoning."
"In summary, the Brain-only group's connectivity suggests a state of increased internal coordination, engaging memory and creative thinking (manifested as theta and delta coherence across cortical regions). The Engine group, while still cognitively active, showed a tendency toward more focal connectivity associated with handling external information (e.g. beta band links to visual-parietal areas) and comparatively less activation of the brain's long-range memory circuits. These findings are in line with literature: tasks requiring internal memory amplify low-frequency brain synchrony in frontoparietal networks [77], whereas outsourcing information (via internet search) can reduce the load on these networks and alter attentional dynamics. Notably, prior studies have found that practicing internet search can reduce activation in memory-related brain areas [831, which dovetails with our observation of weaker connectivity in those regions for Search Engine group. Conversely, the richer connectivity of Brain-only group may reflect a cognitive state akin to that of high performers in creative or memory tasks, for instance, high creativity has been associated with increased fronto-occipital theta connectivity and intra-hemispheric synchronization in frontal-temporal circuits [81], patterns we see echoed in the Brain-only condition."
"This correlation between neural connectivity and behavioral quoting failure in LLM group's participants offers evidence that:
1. Early Al reliance may result in shallow encoding.
LLM group's poor recall and incorrect quoting is a possible indicator that their earlier essays were not internally integrated, likely due to outsourced cognitive processing to the LLM.
2. Withholding LLM tools during early stages might support memory formation.
Brain-only group's stronger behavioral recall, supported by more robust EEG connectivity, suggests that initial unaided effort promoted durable memory traces, enabling more effective reactivation even when LLM tools were introduced later.
Metacognitive engagement is higher in the Brain-to-LLM group.
Brain-only group might have mentally compared their past unaided efforts with tool-generated suggestions (as supported by their comments during the interviews), engaging in self-reflection and elaborative rehearsal, a process linked to executive control and semantic integration, as seen in their EEG profile.
The significant gap in quoting accuracy between reassigned LLM and Brain-only groups was not merely a behavioral artifact; it is mirrored in the structure and strength of their neural connectivity. The LLM-to-Brain group's early dependence on LLM tools appeared to have impaired long-term semantic retention and contextual memory, limiting their ability to reconstruct content without assistance. In contrast, Brain-to-LLM participants could leverage tools more strategically, resulting in stronger performance and more cohesive neural signatures."
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miquellah · 1 day ago
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“miquella and radahn arent philosophically compatible at all! radahn embodies stagnancy, and miquella wanted to CHANGE things!” and then he tried that change by making a whole erdtree clone, tried resurrecting his super-dead brother, and became god using the exact same method his mother did. the good of his charm only pacified, and did not solve, people’s problems, as well. nascency is quite literally the INABILITY to change. the philosophies are soooo compatible actually
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skymallnine · 30 days ago
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Trying to crack Dominion strategy with augments feels a bit like trying to out-wrestle a Vulcan.
Fantastic idea to have your five (5) augments working on this problem! Now let’s just check if the Dominion has dabbled in any gene engineering and… oh. Oh no.
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mmelolabelle · 1 year ago
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Louis de Pointe du “You know what? Extreme violence and gratuitous arson got me into this mess, and by god, extreme violence and gratuitous arson will get me out of it”
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antirepurp · 1 year ago
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how do we feel about silver with a fixation, an obsession even, to become something more powerful. a god even. a child striving to surpass his own physical limitations to harness a power that lets him become to sole arbiter of what he deems to be justice, even if it were to destroy his own body in the process. a selfish desire to finally be the one who gets to decide who gets to suffer in this world, masked under genuine care and a wish to do the right thing by any means necessary
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kunosoura · 1 year ago
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looking through the syllabi for the semester and in a term where I'm taking 3 challenging stem courses the scariest of them is the .25 credit ballroom dance class
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yoursonlucifer · 9 months ago
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[ID: a twitter post with a screenshot of a Rutgers article titled, "Autistic adults experience complex emotions, a revelation that could shape better therapy strategies for neurodivergent people, says Rutgers researcher." the tweet is captioned with text reading, "I'm going to become The Joker I stg" and is quote tweeted by @/suchnerve reading, "I love getting talked about like I'm a zoo animal!" /end ID.]
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waywardsalt · 18 days ago
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i cant help but feel like the. story? of botw is kind of confused, the majority of the memories seem to be suggesting that trying to fulfill her duties makes zelda incredibly unhappy and she is shown to connect with link and seemingly become a bit more confident in herself when engaged in her research, and the silent princess flowers, used as a pretty majorly visual motif, pretty explicitly suggest that zelda would benefit from being given the freedom to do as she wishes, out in the wild rather than in captivity, like the flowers themselves, but the game then just is like no actually the solution was for her to keep going with those duties that she hated and her research amounted to nothing
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sodacowboy · 1 year ago
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crocheting without a tutorial/pattern is HARD because sometimes you spend a whole day working on something only to realize that It’s Not Working and it’s Unsalvageable and you’ll have to scrap it and then you’ll have to talk yourself out of thinking that you wasted a whole day when the fact of the matter is that you didn’t waste shit because you actually spent the whole day learning and learning isn’t about how much you got done
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nkogneatho · 1 year ago
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— 𝐒𝐀𝐕𝐄 𝐀 𝐂𝐎𝐖, 𝐌𝐈𝐋𝐊 𝐀 𝐌𝐀𝐍
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—characters: gojo, toji, geto, sukuna, nanami, choso
—cw: lactation ofc, fem!reader, nicknames, aphrodisiac (the milk), intoxication, masturbation, semi-public, dry humping.
—a/n: i have officially surprised myself with how insane i can really be. ya gurl so thirsty she created her own universe where men gib milkies 🧍🏽‍♀️
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introduction to the universe:
Evolution took place a little differently in this universe. A mutation caused hormonal presence that triggers monthly lactation in men for 3 to 5 days, and it usually starts in their early 20s. It is studied that it does not serve any purpose of feeding like female lactation, but might be an indicator to arousal, and even a mating call due to accurate findings of natural aphrodisiacs in the milk produced by the thin gland located in a breast. It also pains a lot and causes swelling of nipples. While scientific advancements have yet to develop a pill that might solve this problem, the most effective natural method to be proven is letting another person suck it.
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𝐆𝐎𝐉𝐎 𝐒𝐀𝐓𝐎𝐑𝐔
It had been quite a long day at work. You knew you were the last to arrive home when you found his boots messed on the floor.
“Toru?” You called out his name, failed to receive a response. “Toru, baby, ' m home.” The wooden door of the shoe cabinet creaked as you closed it after placing the footwear in their place.
The house smelled…sweeter, felt warmer than usual. Making your way to the bedroom, you found clothes scattered on the floor near the entrance. The door was ajar which means your eyes had quick access to what was happening.
“Fuck! Ah! Ah! Mhmm.” You watched in surprise as your boyfriend kept fisting his cock, but wait. Something was different. You moved closer and found his hands squeezing his tits, milk oozing and drenching his naked body. But his heat doesn't arrive until next week. You thought. It was not uncommon for heats to arrive irregularly. It only meant that his hormone level had increased due to sexual frustration. Your eyes scanned his position, his movements. A hand reaching down to rub the wetness forming between your legs. You couldn't take it anymore.
“Need a hand?” You asked, announcing yourself in the room to let the man know he wasn't alone.
“Oh fuck! I thought I locked the door,” he panicked, yet he didn't remove his from his cock, just another arm covering his chest.
“And deprive me of this treat? I don't think so, baby.” You walked closer until you were hovering over him, kissing softly. Heat always has Satoru acting needy and you knew it.
“Touch me, doll. Please.” You smiled at his eagerness.
“I will do more than just touch.” Slapping his wrist away that were blocking the view of his lovely tits, you pushed him until he was laying flat. Your clothed pussy grinding in his naked cock as you leaned and took one of his nipples in your mouth.
“F-fuck.” he stuttered. “Don't. I am early this month. The flow is too much—ngh—you'll get high.” As if that was going to stop you? You started sucking more aggressively. He was right. The flow really was too much because you found yourself gulping a mouthful of his sweet milk, as your other hand reached down jerked his cock.
“Baby…ah! Keep doing that. I am close.” He is so silly to think he can relieve himself on his own when it never works. “Holy fhhuuck! Gonna c—aahhh!” You watched as he arched his back, white spurts covering your hands and other white liquid wetting your jaw. You sat up, removing your top as you already felt dizzy.
“We're not done, Toru. Wan'you to fuck me nasty while I suck your milk.” And he was hard again at your words.
𝐅𝐔𝐒𝐇𝐈𝐆𝐔𝐑𝐎 𝐓𝐎𝐉𝐈
You loved spring. It was your favorite season to go out. Not too cold. Not too hot. Just the perfect amount of wind and sun. Apparently, it is also a perfect season for outdoor dates. You and Toji preferred to stay in most of the time but the cherry blossoms were too precious to be enjoyed from your windows or TV screen.
“Toji, you ready?” you asked your husband, packing things in your cute pink purse.
“Uhm, princess? Think we might need to cancel the date.” His muffled voice emerged through the bedroom.
“What?” You yelled as you stomped to the bedroom. “What do you mean we might need to c—oh…" Your legs stopped, body taken aback as you stared at his shirtless body, tone muscles and triceps flexing as he squeezed his tits, squirting the milk out.
“I am over-lactating.”
“What happened to the breast cups?”
“Look at me princess. 'm leaking too much. They ain't gon' hold it. Agh fuck!” He spat angrily as you watched the milk travel down his abs, covering it in sweetness.
“Fuck the date. I have a better plan.” You winked at him.
“Shit. Calm down, ma—ugh. Y'er gonna bruise my tits." You were riding his cock, rocking your body back and forth on his crotch while sucking his swollen dark peachy nipples. Your hands struggled to hold his chest because they were bigger than it, causing your nails to dig into the skin.
“Mmh lvove yvour mwilk shwo mwuch.” Your dirty muffled comments vibrating on his skin.
“Y'er drunk, ma. Ya like to get drunk on daddy's milk, hmm?” He cooed, planting a spank on your ass.
“Lwove it.”
“Hm mhh,” he chuckled. “Nasty fucking girl. Move—ahh! Move faster. Need to cum.” You followed his orders, not looking up once to meet his eyes but busy soaking in the drug and flavor of his milk.
“Ngh—twoji, too much. Wan' a break.” You complained, but he was not going to let you stop. This was your plan after all.
“Nuh uh! Don't pull that now.” He grabbed your ass and started bouncing them up and down. You felt so insides bursting with pleasure, cheeks burning up, eyes rolling back. “Gonna cum, ma. Make sure this pussy drinks all my cum as you stuff your mouth with my milk—gahh! fhuck fhuck! fuuuuck!” He was talking as if you had a choice when one of his hand forced you down on his cock as he painted your hole in his cum, while the other hand pushed your face further against his tits. He watched as milk overflowed from the side of your lips. “Such a good girl f'me. You wan' more?”
𝐒𝐔𝐊𝐔𝐍𝐀 𝐑𝐘𝐎𝐌𝐄𝐍
Sukuna tend to get a bit crazier when he was in heat. He fucked you with more strength, came a lot more than usual. It was hard to keep his mood balanced. You tried to suggest him some diet during those days of the month, but he refused to eat greens. A big man like him fancies flesh. Furthermore, why does he need a diet when he has the most proven effective method?
“K-kuna…agh! Too biiig." You cried. Sukuna had you on top of him, his big body splayed on the king-size bed—that surprisingly was almost the same size as him—your thighs trembling, kneecaps digging the mattress as you struggled to keep hi dick inside. Your head was telling you to get off it. Yet, your tight little cunt craved more of him.
“Hmm,” he chuckled. “Your pussy has a habit of biting more than she can swallow.” His teases were humiliating. Your hands rested on his chest, tongue reminiscing the sweet taste of his milk. Even though you were not completely dominant in this relationship—it is hard to be one when you are dating a man like sukuna—there were times when you initiated the things he would usually pester you about. Your lustful eyes gave him a look he hadn't seen before. Soon, he felt your hands tightening around his tits. Now he knew what you were up to.
“Want a taste, my woman?” All you could do was give a light nod because most of your strength was busy rolling your waist on his cock. “Go ahead. Suck my milk out.”
Without a second thought, you found your lips kissing his puffy pink nipples. You could feel the veins throbbing as you were suckling his juice out. Sukuna's milk was sweet with a hint of tanginess. Nevertheless, you loved it.
“Shhit! Calm down woman. I am not going anywhere.” His words were just background noise to you because all you could hear is squelching of your pussy and your slurps on his tiddie.
“Mmghh! Don't tell me you're planning on getting drunk.” His shoulders adjusted themselves to get a better position. “If you are—fuck. Then don't expect me to go easy tonight.” You unlatched your mouth from him for what seemed like after fifteen minutes to finally speak.
“Want you to ruin my pussy, kuna. Mmh,” you jerked your hips forward. “Want you to fill my mouth with milk as you do it.”
“Get off.” His tone shifted from somewhat sweet to serious. You followed his orders anyway. You both exchanged positions so now he was on top of you.
“My dirty human. Better stick to your words, darling. I am not planning on stopping until you're drenched in my cum and my milk”
𝐆𝐄𝐓𝐎 𝐒𝐔𝐆𝐔𝐑𝐔
You always knew Suguru's heat cycle. As the days approached closer, he used to become more and more whiny and clingy, arguing with you over petty things. His behavior did a 180° on these days.
Earlier today, you had a discourse over chores. He nagged at how you should keep things in place, or you won't find them when you need it. You understood where he was coming from, but the work had taken quite a toll on you that you barely had energy tonight. He just wouldn't let it go, and you grew more frustrated. You yanked him by his wrist, dragging his giant, muscular body to the shower. And here you were, stroking him off as you nibbled, and suckled on his tits. The continuous pour of warm water stimulating both of you.
“This is what you wanted, right, sugu?” you looked up, chin nuzzling in his cleavage. “Nagging me the whole day. You just wanted your tits sucked.” His brows scrunched together. A large hand approached your face, cupping your cheeks. He had his fingers digging the muscle on your face until they squished together.
“Behave,” his voice stern. “Just 'cause 'm in heat doesn't mean you hold the upper hand, baby.”
“Oh, but I do, Sugu—*spank* Ah! What was that for?”
“For teasing me. I know you love drinking my milk, princess. Get to it 'cause I can't take it nomo.” He pressed your face against one of his boobs, your nose pressured a little above the nipple, forcing the spurts of milk out.
“You gon' let it fall down the drain?” Your immediate action was to cup his tiddy with both of your hands—his chest was too big to use one—massaging all of the juice out. You opened your mouth and let it aim at your tongue.
“Fucking hell! This is why—mmghh easy, princess. 'Tis all sore.”
“I gotchu, sugu.” You eased out the movement of your hands, gently kneading them.
“Fhuuck, yes. Just like that.” Other hand travelled back down, grabbing his throbbing boner, squeezing the base as you squeezed his nipples. Geto planted a kiss on top of your head. “Holy shit. Still can't believe you're mine.” Your lips morphed into a smile, teeth still grasping his nipple. “Look at'cha. My milk's getting your high already.” He picked you up bridal style, your tongue still licking his puffed chest, as he kicked the bathroom door open that lead to your bedroom. “You got your treat. Time f'me to get mine, princess.”
𝐍𝐀𝐍𝐀𝐌𝐈 𝐊𝐄𝐍𝐓𝐎
Working 9to5, staring all day at a computer screen is what your life had been all about. You switched companies to think you might get something new to do, but to no one's surprise, it was the same. Except, this one man you were crushing on since day one.
Nanami Kento was a gentleman they described in those fairytales. Always so respectful, kind and damn he was a big feminist. Although, with him being the perfect husband material, you were still never going to cross the line because you were co-workers. That didn't mean you weren't allowed to crush.
“And then Mr. Sasaki from HR department knocked the beer over,” your TL chattered. Nanami wasn't the one to gossip, but Sakurako-san was your team leader and older than everyone. She wasn't a bad person but oh boy did she love tea. You fake gasped to give her the reaction she wanted, as you side-eyed Kento who looked a bit uncomfortable.
“Then he had the audacity to—”
“Excuse me,” Nanami withdrew halfway from the conversation he wasn't even participating in much, walking away abruptly.
After a few minutes, you decided to look for him to make sure he was alright. Of course, as a co-worker, you should. Nothing related to the heart eyes you give him, right?
You stomped towards the corridor almost making a left until you heard loud coughs reverberating through the walls of the men's washroom. You swore it was him. Furthermore, you shouldn't have gone in. What were you thinking? It was a men's washroom, for fuck's sake. But what if something happened to him? Sure.
Pushing the door in a hurry, you entered, almost tripping. “Nanami-san—” You did not whether you should be embarrassed, shocked or horrified. Maybe all three.
“Are you okay?”
“You shouldn't be here, l/n-san.” True. But seeing him squeeze his tits, and milking himself down the drain was the sight you were blessed to see. You locked the door behind, the clicking of the latch making Nanami hold his breath, “What are you doing?”
“You're going to let all that milk go to waste, Kento?” His dick twitched. You never called him by his first name, and now you were asking inappropriate questions along with calling him Kento.
“L/N-san, this isn't right—”
“Shhh. Just wanna help you. We're colleagues, aren't we?” He nodded.
Without breaking any eye contact you hopped on the counter, hands reaching for his nipples glistening with milk under the off-white light. You pressed your palm against his chest, feeling the liquid staining it, only starting to cramming the swell more. Kento lost his composure, hands falling flat on the counter, head on your shoulders. Couple of shaky breaths, fading soft moans leaving his lips. Pushing him back for a second to only latch your tongue on the dark pink bud, you were sure you're way past the appropriate relationship of just work buddies.
“L/n—ah! Can I?” He darted his eyes down where the tent peeked out his gray formal pants. You smiled. Knowing he needed friction, you adjusted your pencil skirt, and wrapped your legs around him, boner pressed against wet patch on your panties. Nanami felt like he was in heaven. He started humping against your clothed pussy, being rough contradictory to his gentle innocent touches to you before. But it was only reasonable given the fact that he was in heat.
He never knew the feeling of being milked from both ends, but now when he came, he ruined his whole expensive suit. The edges of the mustard yellow shirt becoming translucent with his milk, with a dark spot on his pants between his legs. He let out a shaky breath, apologizing as he slowly came back to his senses.
“What are you apologizing for? I started it,” you said as you hopped off the countertop. “Let me know if you ever need more help, Nanami-san.” A wink from is what caused his cheeks to turn red. “I'll bring you spare clothes from your desk.”
𝐂𝐇𝐎𝐒𝐎 𝐊𝐀𝐌𝐎
Most lactation in men started in their early twenties. Although, it wasn't unusual for some to start late. There was nothing medically wrong with them. But you've heard things about. How much more it hurts, and how more they leak on their first heat if they do get late.
You've been dating your boyfriend Choso for almost a year now. He hadn't start lactating yet, which is why you researched enough on this topic just in case. Personally, you've never been physical with men when they're in heat. Not because it is not your thing, but your relationships were too short to actually be comfortable in experiencing it. Of course, you would never do anything with Choso at his displeasure just because you wanna try it. You love him too much. But the thought would never leave your mind. What would he act like in his heat? Well, it was your lucky day. Because you came home to a whining lactating man.
“Cho…baby, are you okay?” You rushed to him in concern. Choso was on the bed, hair down with tears in his eyes as he pressed his chest together.
“Babyyy, It hurts. I don't know what is happening.” His hold on your wrist a little too tight. “Fuck. It hurts so bad. Make it stop. Leaking too much and my cock hurts too.” You could hear—feel the desperation in his voice. His cock was on full display as his boxers dangled near his ankles. The swollen tip shining with pre-cum seducing your mouth. But your mouth was needed more elsewhere. You remembered your first sex education class, how men in heat can be relieved if you milk and suck their tits. You discarded your clothes, getting bare and settling on his lap. Your hole rubbing against the body of his shaft as you pressed your tits against his, kissing his forehead.
“Cho shhh. Baby you're fine. You're just in heat. 's gonna be alright. 'm here, okay?” He sniffled as you pampered him. “Gonna take good care of my boyfie.” You left a trail of lipstick stains as you kissed his body, slowly trailing towards the puffy nipples. You looked up at him for consent, only to continue when he whispered a “please”. With your tongue darting out, you soaked in the view before licking a stripe.
“Shit,” Choso cursed. You do it a few more times until you're finally sucking on it like a popsicle. “Fuck. Ah!” It was indeed too much because with only fifteen seconds in, your mouth was already full of his milk, leaking from the corner of your lips. It wasn't a normal amount. But given the fact that it was his first, that too at this age, you brushed it off, focusing back to sucking. You gulped the milk, each sip making you dizzy. It made you grind harder against his cock, moaning along with him. His whimpers making you wet, and his dick enjoying your slippery pussy.
“Wanna cum. Please. Wanna cum, baby.” He begged and you started fastening your pace. The sheets were wet, along with your neck and tits as he shot spurts of sweet milk in your mouth that dripped down your body. Some of it sneaking its way down between his dick and your cunt. You held on to his shoulder, giving his chest a few slaps, making him rut harder against you that the bed started creaking.
“Cumming. Fuck, I am cumming. Ah! Ah! Ah! Ngh—holy fuuuuck!” Your own orgasming cunt could feel his dick twitch as it shot a load out. His hardened nipples turning soft. He immediately cupped your cheeks, pulling you up. “I love you so much, fuck. Thank you.” He said before he kissed you, his tongue lapping against yours, tasting himself on you.
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@kiffenisstupid @pastelle-rabbit @lxnarphase @teddybeartoji @rizzmin @yuta-nation @evxelisy @hellkaiserinphoenix @ffsg0jo @princessoflalaland @baekinola @chuuyasboots @cathybarn @togamest @katsukichu @blkkizzat
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thewriteadviceforwriters · 15 days ago
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💀 Making Your Villain Make Sense (Without Making Them Right™)
("because if I see one more war criminal with a sad diary entry get a redemption arc, I’m gonna throw my laptop.")
Here’s the thing: your villain doesn’t need to be redeemable. But they do need to make sense.
And I mean sense beyond "they’re evil and they monologue about it." Or “they have a tragic past, so now they do murder <3.” Or “they were right all along, the hero just couldn’t see it 🥺.”
Let’s fix that.
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🧠 STEP ONE: BUILD A LOGIC SYSTEM THAT ISN’T OURS Your villain shouldn’t just be wrong, they should have their own internal system that works for them. Morally flawed? Absolutely. But coherent.
Ask yourself:
What do they value more than anything? (Power? Order? Loyalty? Vengeance?)
What do they believe about the world, and how did they get there?
What fear drives them? What future do they think they’re trying to prevent?
The villain doesn’t need to know they’re wrong. But you should.
Make their logic airtight. even if it’s awful. Give them cause and effect.
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👿 STEP TWO: STOP GIVING THEM THE BETTER IDEOLOGY Listen. I love a “morally gray” moment as much as anyone. But if your villain is making all the good points and the hero’s just like “no because that’s mean,” your arc is upside down.
If your villain is critiquing injustice, oppression, or inequality, make sure their methods are the problem, not their entire worldview.
✖︎ WRONG: Villain: “The ruling class is corrupt.” Hero: “That’s not nice.”
✔︎ RIGHT: Villain: “The ruling class is corrupt, so I’m burning the city and everyone in it.” Hero: “So you’re just… committing genocide now?”
Your villain can touch a real issue. Just don’t let them be the only one talking about it, or solving it with horror movie logic.
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🔪 STEP THREE: GIVE THEM POWER THAT COSTS THEM The best villains lose things too. They’re not just untouchable horror dolls in sexy coats. They make bad choices and pay for them. That’s where the drama lives.
Examples:
They isolate themselves.
They sacrifice people they love.
They get what they want, and it destroys them.
They know they’re the monster, and choose it anyway.
If your villain can kill a dozen people and feel nothing, that’s not scary. That’s boring. Let them bleed. Let them regret it. Let them double down anyway.
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🧱 STEP FOUR: MAKE THEM PART OF THE WORLD, NOT OUTSIDE IT Villains shouldn’t feel like they were patched in from another genre. They should be part of the world’s logic, culture, class system, history. They should reflect something about the setting.
Villains that slap:
The advisor who upheld the regime until they decided they deserved to rule.
The noble who’s using war to reclaim stolen legacy.
The ex-hero who thinks the system can’t be saved, only reset.
The priest who truly believes the gods demand blood.
They’re not just evil, they’re a product of the same world the hero is trying to save.
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👁 STEP FIVE: SHOW US THEIR SELF-JUSTIFICATION You don’t need a tragic backstory™. But you do need to show us why they think they’re right. Not just with exposition, through action.
Let us watch them:
Protect someone.
Choose their goal over safety.
Justify the unjustifiable to a character who loves them.
Refuse to change, even when given a chance.
A villain who looks into the mirror and goes “Yes. I’m correct.” is 1000x scarier than one who sobs into a journal and says “I’m so broken 🥺.”
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🧨 BONUS ROUND: DON’T MAKE THEM A HATRED MEGAPHONE Especially if you’re writing marginalized characters: don’t let your villain become a mouthpiece for slurs, abuse, or extremism just to make them “evil enough.” That’s lazy. And harmful.
You don’t need real-world hate speech to build a dark character. You need power, consequence, and intent.
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TL;DR: Good villains don’t need to be right. They need to be real. Not a vibe. Not a sad boy in a trench coat. Not a trauma monologue and then a sword fight. They need logic. They need cost. They need to scare you because you get them, and still want them to lose.
Make them dangerous. Not relatable. Make them whole. Not wholesome. Make them make sense.
—rin t. // thewriteadviceforwriters // villain critic. final boss consultant. licensed chaos goblin
P.S. I made a free mini eBook about the 5 biggest mistakes writers make in the first 10 pages 👀 you can grab it here for FREE:
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lastflowerofyourhouse · 10 months ago
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something i love about the way Genius is handled in the locked tombs series is that no two Geniuses are quite the same.
like, take our primary trio of necromantic prodigies, each of whom, in different circumstances, is referred to as "the greatest necromancer of their generation": harrow, palamedes, and ianthe.
palamedes became so powerful in pursuit of comprehension. he earnestly wanted to understand the material as completely as he possibly could. he was ambitious, yes, but never really for his own sake, only in the hopes of saving dulcie. when palamedes attacks a problem, a puzzle, a goal, all he really hopes to do is understand it. to gather up all the pieces of it and put them together in a way that makes sense. his genuis is founded on a relentless pursuit of the Truth.
harrow needs to be perfect. her life, her raw talent, were bought at such a steep price that she considers it a moral obligation to reach her absolute full potential beyond any reasonable limits. anything short of perfection would be wasting a gift that should never have been given to her in the first place. she is harshly self-critical, relentless, brutal. she martyrs herself on the altar of her own genius.
ianthe does not need to be perfect. she only needs to be the Best. she considers herself almost exclusively in comparison to other people. she loves nothing better than to feel superior. the brains of the operation, the puppet master, enough of a genius for two. so long as she is surpassing her nearest competitor, so long as no one is visibly out-doing her, she knows that she is succeeding.
and all of these mentalities are so beautifully informed by their upbringings. palamedes growing up in the lawyers, archeologists, and librarians house, harrow being taught from a young age that her very existence is a sin, and ianthe being raised in constant comparison to her sister. and each of these startegies produces different types of intelligence, also. different methods of problem-solving, different angles of attack. i love them all so much.
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fishnapple · 8 months ago
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You in their eyes, how do they see you?
(Future spouse/partner/lover)
This is a general reading meant for multiple people. Take only what resonates and leave out the rest.
Your feedback is much appreciated. If you find the reading resonated with you, leave a comment, I’d love to know 🎐
About me | Masterpost Book a reading with me - KO-FI (→ personal reading)
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MAELSTROM
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• Spirit animal: Turtle
You're a balanced combination of both soft, mysterious energy and firm, assertive energy. They can definitely see that you have mental compatibility with each other. Words flow between you effortlessly, conversations would take hours without anyone noticing time was flying by. They can talk about anything with you without fear of judgement and misunderstanding. You stimulate their mind, and when conflicts arise, you can discuss them logically with clarity without letting emotions take over you. This make problems solving between you and them easier, leaving less space for resentment and unresolved feelings.
You seem reserved and quiet in their eyes. Your display of emotions and affection is subtle and intuitive, a quiet devotion that embraces them every day without suffocating them. Though, sometimes, they would have difficulties in trying to decipher your deeper feelings, to understand you at your core, the part that you conceal from them.
But they admire your ability to embrace your inner child fully. They know that this didn't come naturally for you, there's a journey behind it, lessons and hardship you had to go through in order to protect and bring your inner child to the world, no matter how you're perceived. They love this courage, this fearless attitude when you have to face people's opinions, you don't let yourself be swayed by them. Sometimes, you can even be rebellious. But the funny thing is, the more you fight, the more rebellious you're, the more attractive you're in their eyes. And it's not like you go about it in an aggressive and confrontional method. You do you, unapologetically, like a child unaware of how seemingly "odd" their behaviour is in other's eyes. But they know you're not childish. Behind that oblivious attitude is a strong sense of self, a wise person, ruling their own inner kingdom with iron fists. Like a ballerina, their movements can be so graceful only because they've spent endless hours discipline themselves and practised.
Sometimes, they can think that you're being too engrossed in the pursuit of material achievements, like you're always in preparation mode for some disasters looming in the distant future. Greedy might be too strong of a word, but they can view you as materialistic or have a mindset of lack. They understand that material security is very important to you. You need to feel a strong foundation under your feet to feel safe. That can make you overwork yourself to the point of exhaustion, always looking for the next thing to do. But they can see you putting that same effort in making the relationship work, you care about them and are willing to take care of things to make their life easier. They will feel that you're always there when they need you, your presence is a constant that is very much needed in their life. They would feel empty, a part of them is missing when you're away.
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SEA FOAM
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• Spirit animal: Fish
They think you're their good karma (if you believe in the concept of karma) or a reward, a surprise given to them by some higher powers. I see the image of someone being ushered into someone's life. Both parties can be quite reluctant at first, but as fate has it, you and them need to be together. There's a heavy element of fatefulness in this connection, or so that's how they see it. You are destined to love each other, no matter how much both of you try to deny or run away from it.
I think you will be the one who does the running away in the beginning. You seem "hard to catch", like trying to catch a fish with their bare hands. You would fleet in and out of their life at first, they can't seem to figure you out. But your presence will be a pushing force in their life, pushing them into a different direction, to where they are afraid to tread but secretly wish to.
In their eyes, you can be a little immature or temperamental, acting on whims of the moment. This makes you exciting and unique but sometimes, also agitating and hard to pin down. It's like they're torn between the feeling of love and frustration for you. Their personality probably is more serious and intense than yours. They want to be in the deep water with their lover, but you seem to refuse to swim there with them. But they will always want to care for you, to protect you from the harsh world outside.
The way you talk and act just exudes a young and pure energy, as of someone who, just for the first time, allowed to go outside to explore. You might talk a lot (compare to them), you ask questions, sometimes funny one, sometimes philosophical one, sometimes silly one. They will like to indulge you, patiently answer each one of your questions, then sometimes they can get irritated and start to lecture you, to that, you will just ask more questions. You want to learn, to understand this world. Behind that seemingly busy bee mind is a yearning to explore, to be free and soaring. And even if they can't fly with you, they sure will gather all the winds to lift your wings, instead of trying to pull you down into their water (who's the fish here?).
Your habits might be a little more messy or undisciplined compared to this person. You seem confused lots of times and don't have a good grasp of how to navigate your daily life efficiently, yet miraculously, you still swim through life effortlessly, much to their amazement. You don't fret too much about the future, somehow always arrive at the desired destination on time, things just work out for you, as if you just need to focus on taking good care of yourself and be contented, the rest will be taken care of for you by some mysterious force. This contrasts sharply with their approach to life, always planning ahead, always wanting to control the outcome. This creates a complementary dynamic between you two. Where you need structure, they provide, where they need spontaneity, you provide. In the end, no matter how different you guys are, you just fit each other neatly, like puzzle pieces.
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SANDSTORM
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• Spirit animal: Swan
They just know that you're the perfect partner for them, the one they need to get married to or at least make a serious, long-term commitment. You just possess all the qualities they seek in a spouse, the thought of committing probably will appear in their mind early on. You have a natural ability to understand them, nurture and protect them, at the same time, be a reliable pillar of strength for them. You are serious in your commitment, never take feelings for granted, you date with marriage as end goal in mind. They also think you would make a good parent, someone with enough tenderness and discipline to raise children with good balance.
Your work might involve lots of travelling and communicating. They can see that these are prominent parts of your life, demanding a large chunk of your time. They think that you tend to overwork yourself, being too engrossed in working, you're always busy, I wonder if this also means that you don't spend enough time with them, they feel like they have to demand for your time, to take you away from whatever is bothering your mind. Security is very important to you, you need to feel abundant to feel safe, yet they think you hardly ever feel that way, hence the constant working. They will want to help you in this area, just like how you help them. You mirror each other, in energy, in intentions, both of you want to care for each other in the same way as the other person does.
They probably like to hear your voice, be it talking, singing, or making other sounds. It feels soothing and calming for them. What you say also brings a new perspective, widening their view about the world. They sometimes see you as a teacher, whom they should listen to and want to be guided by. You just move through life gracefully, always open to new adventure, but still leave space for contemplating deeper meanings about everything. Like a philosopher wandering through life, observing the world, and sharing wisdom with the people. You need to be constantly in motion, travelling, or just moving around, and they're happy to be your companion, though they might sometimes want to slow down and rest a little.
They think you have a lot to uncover. You hide a huge treasure of deep love inside, something too intense for you to confidently show to the world. They would be sad to see you lock your dreams away, and they are willing to help make your dreams come true, if you would just ask them to. Your inner child is also someone they want to get close to. You seem to be disconnected from your inner child. They can feel that you want to connect, but something in your psyche is scaring your inner child away, making them reluctant to join the "family". From the outside, this makes you look a little cold or unaffectionate, you're discreet with your love, only ever bring it out when you completely trust someone.  They would want to reach out their hands and pull your inner child closer, to give your inner child a hug.
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DUSK
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• Spirit animal: Phoenix
They think that you being in a relationship with them is be a big step away from your past wounds. Not that they want the credit for themselves, but as an admiration for you, for your strength. They can see that you had a great fear concerning relationship and commitment in general. Maybe you have been burnt in the past, childhood baggage, and the bad examples you saw around you made you wary of love. So choosing to be in a relationship with someone, being committed to that person, trusting that person enough to share yourself with them, all of these are really brave actions in their eyes. It shows that you don't let your past hold you back and define you, you rise above it and are willing to change, to choose happiness for yourself.  Sometimes, they would reminisce about the initial getting-to-know-each-other phase, how many obstacles they saw in your connection, and how hard it was for them to gain your trust and affection. They would even tease you for it.
Your life seems to be ridden with changes of direction. You're not meant to stay still in one place, both mentally and physically. Life will always present you some events to push you to move. You can't stay stagnant, if you think you're contented with the current situation, then sure enough, there would be an event, an opportunity appearing in front of you, making you reevaluate your current direction in life. So life with you definitely won't lack movements and changes. Another thing is, you also actively seek to restructure your life. From small hobbies to big life decisions, you can be pretty random and go with the flow. You would change the plan at the last minute, planning to turn left, then suddenly turn right because something caught your attention that made you change your mind. Or some mornings, you would suddenly announce that you will take up a new hobby, register for a dance class, learning new language etc. without prior warning.
Life with you would be busy, you always have something to do, a task to complete, a news to watch, a track to run, a book to read. It's like they can't never see you being still. Maybe that also made them feel like you were afraid of commitment when they first got to know you. They could feel that you're too busy for love. But of course, that's not true, being a busy bee is just who you are, and over time, they've gotten used to it and adapted to it well. That busy energy also shows itself in the way you talk. Maybe you talk a lot, very fast, always have something witty to say. They love your humour, your ability to look at yourself, and joke without being defensive. The way you express your ideas and emotions is clear and rational but not cold. You know when to offer the softest words of encouragement and when to debate with the sharpest points.
They think you like to beautify yourself, you like beautiful things but at the same time you seem to be reluctant to spend on yourself, almost like you're stingy with yourself. Even if you like something, you might rationalise and deny yourself that thing. You want to earn lots of money yet don't feel comfortable spending it, especially for yourself. They know this trait of yours, so they will try to guess your desire and get it for you. You're not stingy with them or everyone, though, you're likely to pour your resources into the people you love and the house you share with them. You might like to beautify the house instead. Which is where you would like to stay a lot. You can seem like a homebody to them (with all the busy work) but you will have to go out and make an appearance in the world and they know the world loves you.
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SIERRA
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• Spirit animal: Phoenix
If they were the wind, they would lift your wings up as much as they could. Your person sees so much potential in you, so many talents, yet you're limiting yourself with your fears. You have an enormous desire to learn and expand your mind. But you also fear going deeper. You might be the kind of person who learns various subjects simultaneously, has a good grasp of everything, but doesn't dig too deep into any particular subjects. Not because you're shallow or impatient, it's the opposite, you know that once you've engrossed yourself in something, you go all in, it would get to the core really fast, and this drains your time and energy so much, you're reluctant to dive in. You also know that there will be hidden things inside you that need to be uncovered if you were to go any deeper. But they think you have the strength to do this because they understand, deep down, you're much happier when you devote yourself to something.
And they know you devote yourself to them and the relationship. Once you're in a commitment, you take it seriously, you see your life as an entanglement with each other, not just one's own anymore. In a way, you're a team person, someone who has a talent for working with people. This makes being in a relationship with you so much easier. Because you're willing to cooperate and want to make a team effort to build the relationship strong, instead of demanding from a selfish stance.
But you're not a pushover or a people pleaser in their eyes. Your individuality shines intensely. You have no trouble being yourself, you can't help being yourself. Even if you wear normal clothing like everyone else, blending in quietly, you still somehow stand out to them. Like a visible halo around you is beckoning them. They admire your creative energy so much, if they're ever short of ideas, they can always turn to you to get some. If you want to pursue some creative endeavours, they would probably encourage and support you wholeheartedly. Because they believe in you.
They also love your playful side, which you only show to a few close ones, and only in a comfortable space. You appear much more serious in public than when you're with them in private. When you're home with them, you can be tender, childish but also very seductive, you show yourself fully to them. You can act silly, making jokes all the time with them, being competitive in games, or playing pranks on them. But all of those are saved for alone time together. Outside, to the world, you're more uptight, serious. People also respect you a lot, looking up to you like a teacher. What you say probably are well listened to by people. You appear as a wise, mature friend, whom people can come to for sound advice. Your person would sometimes chuckle quietly to themselves whenever they see you out in public or with acquaintances. Those people wouldn't imagine how you would act in private, imagine their reaction when they found out some of your silly jokes. They definitely think you have the world fooled.
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RIVER
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• Spirit animal: Lamb
You're a quiet presence that haunts their psyche in an inexplicable way. They sometimes can't understand why they're so drawn to you, they have that feeling in their heart, but they can't put it into word. If someone asks your person how they feel about you, they would stumble a bit and would take a long time to come up with a coherent answer. Don't mistake this for their lack of affection or commitment, they just haven't fully comprehended your effect on them. When they hear the question, in their mind, the image of you would be conjured up in so many different ways and different areas, it's like you're everywhere.
They admire your grace under pressure. Your quietness doesn't mean you're meek or naive. Your energy is pure and wise. The hardship you encountered in the past didn't turn you into a bitter and cold person. On the contrary, you developed compassion for other's suffering. Everyone has their own story and they deserve to tell them without shame. Each pain is traded with wisdom. They probably wish to learn a thing or two from your stoicism. You're here, in the present, you don't put your mind to needless worrying nor do you cling to the past.
You're the person they would always turn to when they need an advice, your words have a stabilising effect on them, you make them believe that everything will be okay in the end, that they're safe and sound. You might not talk a lot, superfluous information doesn't interest you, but each word holds values. You can talk about deep and taboo topics without judgement, fear or prejudice. Your person will also love your voice, it sounds tender and calming, though they may wish that you would talk more so that they can hear your voice more.
They do notice, when they've gotten closer to you, that you tend to hold in your anger, you don't want it to affect other people, but your person will worry that this can affect you negatively. You also hold your drive and ambitions close to your chest, refusing to disclose them to others. You work silently, diligently towards your goals. It's like you don't want to show anything too overt, your emotions, your struggle, your passion, they are kept simmering inside, while outwardly, you show a serene and placid disposition.
In love, you show a more relaxed energy to them, like a child finally out of the house after a heavy rain, enjoying the freshness and the earthy scent of everything. You can act a little more erratic with them than when you're with other people. Maybe they adore that side of you or more tolerate towards it. You can be unpredictable, not showing your cards fully. They sometimes have to guess how much you love them, how you feel about them. They can ask you for your opinion about other matters and receive practical and solid answers from you, but when the questions change to the topic of personal feelings and love, you can be elusive. This frustrates them greatly but also pull them to you greatly. You're like the muse and the poet at the same time. And they're your avid reader.
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reasonsforhope · 30 days ago
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"In the 1750s, an Italian farmer digging a well stumbled upon a lavish villa in the ruins of Herculaneum. Inside was a sprawling library with hundreds of scrolls, untouched since Mount Vesuvius’ eruption in 79 C.E. Some of them were still neatly tucked away on the shelves.
This staggering discovery was the only complete library from antiquity ever found. But when 18th-century scholars tried to unroll the charred papyrus, the scrolls crumbled to pieces. They became resigned to the fact that the text hidden inside wouldn’t be revealed during their lifetimes.
In recent years, however, researchers realized that they were living in the generation that would finally solve the puzzle. Using artificial intelligence, they’ve developed methods to peer inside the Herculaneum scrolls without damaging them, revealing short passages of ancient text.
This month, researchers announced a new breakthrough. While analyzing a scroll known as PHerc. 172, they determined its title: On Vices. Based on other works, they think the full title is On Vices and Their Opposite Virtues and in Whom They Are and About What.
“We are thrilled to share that the written title of this scroll has been recovered from deep inside its carbonized folds of papyrus,” the Vesuvius Challenge, which is leading efforts to decipher the scrolls, says in a statement. “This is the first time the title of a still-rolled Herculaneum scroll has ever been recovered noninvasively.”
On Vices was written by Philodemus, a Greek philosopher who lived in Herculaneum more than a century before Vesuvius’ eruption. Born around 110 B.C.E., Philodemus studied at a school in Athens founded several centuries earlier by the influential philosopher Epicurus, who believed in achieving happiness by pursuing certain specific forms of pleasure.
“This will be a great opportunity to learn more about Philodemus’ ethical views and to get a better view of the On Vices as a whole,” Michael McOsker, a papyrologist at University College London who is working with the Vesuvius Challenge, tells CNN’s Catherine Nicholls.
When it launched in 2023, the Vesuvius Challenge offered more than $1 million in prize money to citizen scientists around the world who could use A.I. to help decipher scans of the Herculaneum scrolls. 
Spearheaded by Brent Seales, a computer scientist at the University of Kentucky, the team scanned several of the scrolls and uploaded the data for anyone to use. To earn the prize money, participants competed to be the first to reach a series of milestones.
Reading the papyrus involves solving several difficult problems. After the rolled-up scrolls are scanned, their many layers need to be separated out and flattened into two-dimensional segments. At that point, the carbon-based ink usually isn’t visible in the scans, so machine-learning models are necessary to identify the inked sections.
In late 2023, a computer science student revealed the first word on an unopened scroll: “porphyras,” an ancient Greek term for “purple.” Months later, participants worked out 2,000 characters of text, which discussed pleasures such as music and food.
But PHerc. 172 is different from these earlier scrolls. When researchers scanned it last summer, they realized that some of the ink was visible in the images. They aren’t sure why this scroll is so much more legible, though they hypothesize it’s because the ink contains a denser contaminant such as lead, according to the University of Oxford’s Bodleian Libraries, which houses the scroll.
In early May, the Vesuvius Challenge announced that contestants Marcel Roth and Micha Nowak, computer scientists at Germany’s University of Würzburg, would receive $60,000 for deciphering the title. Sean Johnson, a researcher with the Vesuvius Challenge, had independently identified the title around the same time.
Researchers are anticipating many more breakthroughs on the horizon. In the past three months alone, they’ve already scanned dozens of new scrolls.
“The pace is ramping up very quickly,” McOsker tells the Guardian’s Ian Sample. “All of the technological progress that’s been made on this has been in the last three to five years—and on the timescales of classicists, that’s unbelievable.”"
-via Smithsonian, May 16, 2025
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doctormohansamira · 13 days ago
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Samira and Robby have just such a ridiculously compelling dynamic. She’s his younger self, she’s the AU version of him, she’s the outlet for all his self loathing, he’s her idol, he’s her mentor, he’s her pseudo-parental figure that she latches onto because she doesn’t know how her own father would feel about her.
He holds her to higher standards than he does anyone else and wants her to be better than him because he knows better than anyone else where she’ll end up in twenty years the way she’s going and resents her for being better than him. She desperately wants his approval while constantly on edge when he’s looking over her shoulder and she has so little idea of what she’d do with his approval, she stares after him in shock when he gives her a direct compliment. He behaves as if she's supposed to be able to singlehandedly solve their staffing problem by moving faster. She's trying to solve different institutional problems by herself by setting an example for how they should be treating sickle cell, by not allowing Whitaker to get away with treating their patient poorly, by refusing to dismiss patients with symptoms that aren't easy to diagnose. He tells her that she's shortchanging her education. She's constantly working and learning not just from her own cases – she's doing research on the side and reading multiple case reports that she winds up applying in practical contexts.
He’s harsher with her for the same sort of things he lets slide in other people and doesn’t praise her when her methodical approach is vindicated. She’s tiptoeing around his feelings at multiple different points in the day.
He's fighting to keep from private management being brought in, and told that the only thing he can do to stop it is bring up the patient satisfaction scores. Samira's approach leads to her having the best satisfaction scores out of everyone. He recognizes immediately that these combination of things means that what he needs more than anything is ten more Samiras, but he tells that to Dana and doesn't say a word to Samira herself to concede she has a point or tell the other residents that they should in any way follow Samira's example when everything he's telling them to do is fundamentally about mimicking her results.
She wastes time and money on unnecessary tests, except we never see her do that – the time she's "wasting" is almost always her just talking to patients to help them feel safe and seen, and the one time we see her run additional tests, it turns out to have been valuable. He spends hours running unnecessary tests on a braindead teenager after Samira was the one to point out the blown pupils and immediately move on to patients she could help.
There's no one doing it like them. Most interesting relationship in the show, it's beautiful and I adore it.
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