#Parking control software

[parkomax]

Ticket-Based Parking: Reliable Access Control and Revenue Management Manage parking operations efficiently with Parkomax’s ticket-based solution, offering robust access control, revenue tracking, and a smooth flow for vehicles entering and exiting your facility.

[recallsdirect]

Vehicle Recall: Kia K5 Sedans:

[enhaflixer]

campus crush!sunghoon x f!reader

stats class. keep ur glasses on when u fuck me. statistical analysis with ur tongue. thats abt it. sunghoon word porn ngl ENHA HARD HOURS (kinda) 18+ MDNI

-

You're late. Again.

The digital clock on your phone reads 3:10 PM as you sprint across campus, your backpack bouncing against your spine with each step. Statistics seminar started ten minutes ago, and Professor Clarke has definitely noticed your absence by now. Not that it's unusual—you've made it a habit to burst through those doors at exactly ten minutes past, a whirlwind of apologies and bright smiles.

"Sorry, sorry!" you announce as you push open the computer lab door, slightly out of breath.

Twenty pairs of eyes swivel toward you, but Professor Clarke doesn't even look up from his laptop at the front of the room.

"How kind of you to join us," he says dryly. "We were just assigning semester project partners."

You flash him your most charming smile as you slide into an empty seat. "Perfect timing then."

A few people laugh. You've mastered the art of diffusing tension with humor, of making your tardiness seem like a quirky character trait rather than a genuine inability to manage time. It's gotten you this far in university.

"As I was saying," Professor Clarke continues, "this statistical analysis project will count for forty percent of your grade. You and your assigned partner will select a dataset, develop a hypothesis, and use STATA to analyze your findings." He gestures to the complex statistical software displayed on the projector screen—the same software that has been giving you nightmares since week one.

You glance around the room, hoping you'll be paired with Olivia or Zara—friends who wouldn't mind carrying the team if necessary. But when Professor Clarke reads off, "Sunghoon Park and..." followed by your name, your heart does something unexpected.

It skips.

You've noticed him before—it's hard not to. He always sits in the same spot three rows from the front, always arrives fifteen minutes early, always has his notebook open at the exact moment class begins.

What you haven't fully appreciated until now, as you turn to locate him in the room, is just how devastatingly handsome he is. His dark eyes find yours immediately behind stylish wire-rimmed glasses that give him an irresistible intellectual appeal. One corner of his perfectly shaped mouth lifts in the smallest acknowledgment, and a strand of black hair falls across his forehead when he nods at you. The combination of his reserved demeanor and model-worthy looks creates an effect that makes your stomach flip. He's the definition of a hot nerd—the kind that makes you temporarily forget about statistical analysis altogether and wonder what he'd look like with those glasses slightly askew, his usually perfect hair disheveled.

After partnering announcements finish, Professor Clarke instructs everyone to move next to their assigned partners to discuss project ideas.

You gather your things and make your way to Sunghoon's station, dropping into the chair beside him with dramatic flair.

"Fair warning," you say brightly, "I have absolutely no idea what I'm doing with this software. Like, none. Zero. Statistical analysis to me is deciding which café has the shortest queue."

You expect a sigh or a look of disappointment—it's what most serious students do when they realize they've been paired with you. Instead, Sunghoon's expression softens.

"It's okay," he says quietly, his voice carrying just a hint of an accent. "I'm... not an expert either."

"But you always look so focused during class," you say, gesturing to his immaculate notes.

He shrugs, the movement slight and controlled. "I write everything down. Doesn't mean I understand it all."

When he opens the STATA program and navigates through a few screens with apparent ease, you lean closer.

"Okay, so you're being modest. You definitely know more than I do."

"Barely," he admits, and you catch the faintest hint of a smile—not the polite one from before, but something genuine that makes you want to see it again. "I just know how to make it look like I know what I'm doing."

"That's an important life skill," you laugh, pulling your chair closer to see his screen better. "So what kind of data are we analyzing? Please say something fun like ice cream consumption versus happiness levels."

Sunghoon doesn't laugh, but his eyes crinkle slightly at the corners. "Actually," he says, "we can choose almost anything that interests us."

You bump his shoulder lightly with yours. "See? We're going to be great partners. I bring the wild ideas, you bring the common sense."

"Is that what they call it?" he asks, and there's a hint of playfulness in his voice that catches you off guard.

"What would you call it?" you challenge.

He considers for a moment, adjusting his glasses with a single finger pushed against the bridge. The gesture shouldn't be as attractive as it is. "Survival instinct."

You laugh, genuinely surprised. "So I'm dangerous?"

"No," he says, turning slightly to face you better. "Statistical software is dangerous. You're..." he pauses, seeming to search for the right word, "unpredictable."

"I'll take that as a compliment."

"It was meant as one." The quiet confidence in his voice sends a small thrill through you.

Professor Clarke clears his throat at the front of the room. "I expect project proposals by the end of next week. Choose your dataset carefully—it will determine the scope of your entire project."

You glance at the clock. Only fifteen minutes of class remain.

"So, partner," you say, lowering your voice as Professor Clarke continues, "when should we meet to figure this out? I promise I'll try not to be ten minutes late."

Sunghoon's mouth quirks up at one corner. "Would you actually show up if I said 8 AM at the library?"

"Now you're just testing me," you whisper back.

"Coffee shop after class on Thursday?" he suggests instead, his voice equally quiet. "The one behind the science building?"

"Beans & Books? You've got good taste." You nod approvingly. "I practically live there between classes."

"I know," he says, then immediately looks as if he wishes he could take it back.

"You know?" You raise an eyebrow, intrigued and slightly pleased.

A faint color appears high on his cheekbones. "I've seen you there. You always order something different and then type furiously on your laptop."

The fact that he's noticed you before, observed your habits even, gives you a little flutter of satisfaction. "And what do you order, Sunghoon Park? Let me guess—plain black coffee, no sugar."

His eyebrows lift slightly. "Close. Earl Grey tea."

"Of course," you nod sagely. "Sophisticated."

When class ends, you gather your things slowly, suddenly reluctant to leave. Sunghoon stands, slinging his messenger bag across his chest in one smooth motion.

"Thursday, then," he says, as if confirming an important business meeting.

"It's a date," you reply with deliberate casualness, watching his reaction.

His expression remains mostly neutral, but you don't miss the quick blink, the slight pause before he nods. "For statistics," he clarifies, but the slight upturn of his lips betrays him.

"For statistics," you agree solemnly, though you're already wondering what other subjects you might explore together.

The coffee shop meeting goes surprisingly well. What you expected to be an hour of awkward dataset discussions turns into three hours of conversation that meanders far beyond statistics. Sunghoon, it turns out, has layers beneath his reserved exterior—he plays piano, reads philosophy for fun, and has a dry sense of humor that catches you off guard and makes you laugh harder than you have in weeks.

By the end of the evening, you've not only selected your dataset (coffee consumption versus academic performance—your suggestion, which he surprisingly agreed to), but you've also learned that his stammer appears when he's either nervous or passionate about a topic. You find both instances equally endearing.

When Friday's class rolls around, something shifts. You arrive only five minutes late (progress), and the space beside Sunghoon, which is usually empty, now seems to be waiting for you. You slide into the seat and he glances up from his notebook, the corner of his mouth lifting in that subtle way that's becoming familiar.

"You're almost on time," he says quietly, amusement in his eyes.

"Don't get used to it," you reply, but there's no bite to your words.

Throughout the class, your awareness of him is heightened—the way his brow furrows when he's concentrating, how his fingers tap thoughtfully against the desk when Professor Clarke asks a difficult question, the scent of his cologne when he leans closer to point something out on your screen.

After class, you find yourself hesitating as you pack up your things, watching as he meticulously organizes his notes.

"So," you begin, aiming for casual, "I was thinking... we should probably meet again this weekend to work on the project." You pause. "My roommate's gone for the weekend. We could use my dorm? Fewer distractions than the coffee shop."

Sunghoon looks up, his expression unreadable for a moment before he nods. "That would be... efficient."

You laugh at his choice of words. "Very statistical of you."

"I meant—" he starts, a hint of that stammer appearing.

"I know what you meant," you interrupt, grinning. "Saturday at four?"

He nods, adjusting his glasses. "I'll bring the data analysis. You bring the coffee."

"Deal."

Saturday arrives, and for the first time in your university career, you spend thirty minutes tidying your room before a study session. You tell yourself it's just basic courtesy, not because you care what Sunghoon thinks of your living space.

At precisely four o'clock, there's a knock at your door. Punctual as always.

You open it to find Sunghoon standing there in jeans and a simple button-down shirt, his laptop bag slung across his body. He's swapped his usual wire-frames for slightly thicker black glasses that somehow make him look even more attractive—scholarly but with an edge.

"You're making me look bad with this punctuality thing," you say by way of greeting, stepping aside to let him in.

"Sorry?" he offers, clearly unsure if he's actually done something wrong.

You laugh. "I'm joking. Come in."

Your dorm room is standard—bed, desk, small seating area with a loveseat and coffee table—but you've made it yours with art on the walls and plants on every available surface. Sunghoon takes it all in with curious eyes.

"I like your space," he says, and it sounds genuine.

"Thanks. Where should we set up? Desk or coffee table?"

"Either is fine," he says, that formal politeness still present even after your hours in the coffee shop.

You end up at the coffee table, sitting side by side on the loveseat, laptops open. For an hour, you actually make progress on the project. Sunghoon explains correlations in a way that finally makes sense, and you discover you have a talent for visualizing data in creative ways that makes his eyes light up with approval.

But as the afternoon wears on, the small space means your shoulders keep brushing, your knees occasionally touch, and each point of contact feels increasingly deliberate. When you reach for your coffee at the same moment he reaches for his tea, your hands collide, and neither of you pulls away immediately.

"Sorry," you both say at once, and then laugh.

"Great minds," you add, but you're distracted by how his eyes look behind those glasses, warm and focused entirely on you.

At some point, you shift positions, both of you turning toward each other to discuss a particularly complicated aspect of your analysis. Your knees are definitely touching now, and the loveseat suddenly seems much smaller than it did an hour ago.

"So if we compare these variables..." he's saying, but you're watching his mouth form the words more than listening to their meaning.

"Hmm?" you say, forcing your attention back to the screen.

He turns to look at you fully, and you realize how close your faces are. "You're not listening," he says, but there's no accusation in his voice.

"I'm distracted," you admit.

"By statistics?"

"By you."

The words hang in the air between you. Sunghoon blinks, his expression shifting from confusion to something more intense. He swallows visibly, and you watch the movement in his throat.

"I'm... distracting?" he asks, his voice lower than before.

"Extremely." Your eyes lock on his glasses, the way they frame his dark eyes, how they complete his devastatingly attractive intellectual look. "Especially with these on."

His eyebrows raise slightly in surprise. "The glasses?"

"God, yes," you breathe, moving closer. "You have no idea how fucking hot you look in them."

A flush spreads across his cheeks, but there's a new confidence in the way he holds your gaze. Without warning, he pulls you forward into a kiss that has nothing of his usual restraint. His laptop slides forgotten to the coffee table as you shift closer, and then somehow you're straddling his lap, your hands on either side of his face as you deepen the kiss.

When you break apart to breathe, his glasses are slightly askew. You straighten them gently, then run your fingers through his usually immaculate hair, deliberately messing it up while keeping the glasses perfectly in place.

"You're so sexy," you murmur against his mouth. "I've been thinking about this since the first day we were paired up."

His hands find your hips, holding you firmly against him. "I find that... statistically improbable," he manages, but his breathing is as uneven as yours.

"I'll show you improbable," you whisper, grinding down deliberately. His glasses fog slightly from the heat between you, and the sight sends a thrill through your body. "So fucking hot," you repeat, unable to stop yourself.

His hands slide beneath your shirt, exploring with a surprising boldness that makes you gasp. "We should—" he starts, breathing heavily.

“Yes,” you agree, already pulling him up from the loveseat, walking backwards toward your bed while keeping his mouth on yours. “The project can definitely wait.”

You fall back onto the mattress, pulling him down with you, careful not to knock his glasses off as he hovers above you. They’ve fogged again from the heat between your bodies, and something about that sight—this controlled, precise man coming undone while still looking every bit the hot intellectual—pushes you past any remaining hesitation.

“Leave them on,” you insist when he reaches to remove his glasses. “Please.”

His lips curve into a smile that’s nothing like his usual restrained expressions—this one is knowing, almost wicked. “If that’s what you want,” he murmurs, lowering his mouth to your neck.

“It’s definitely what I want,” you gasp as his teeth graze your skin. “Along with… everything else.”

There’s a playful air to each touch, a slow building of tension as you both start to peel away layers. You tug at the hem of his shirt first, sliding it up inch by tantalizing inch until he lifts his arms to help you pull it off. He returns the favor by slipping a hand under your blouse, fingertips teasing over your ribs. Every time he tries to hasten the pace, you grin and slow him down, dragging the fabric just a bit more before letting it fall away, leaving him momentarily breathless. The sound he makes—caught somewhere between a groan and a laugh—sends a thrill through you.

Time seems to blur as clothing is discarded piece by piece, inhibitions falling away with each new revelation of skin. The afternoon sunlight filters through your curtains, casting everything in a warm glow.

At some point, you find yourself above him, both of you completely bare except for his glasses, which have somehow remained perfectly in place despite everything. You pause for a moment, taking in the sight of him beneath you—all lean muscle and flushed skin, those wire-rimmed glasses still perched on his nose, slightly fogged from the heat between your bodies.

“You’re staring,” he whispers, a vulnerability in his voice despite the intimate position.

“Can you blame me?” You lean down, placing a gentle kiss on his lips, then another, and another, each one growing more insistent. “God, look at you.”

His hands find your hips, steadying you as you continue to kiss him, his glasses occasionally bumping against your face in a way that only heightens your desire. There's something impossibly erotic about him being completely naked except for those glasses—the contrast between his exposed body and that one remnant of his studious, put-together appearance.

"You're so fucking sexy," you breathe against his mouth. "How does anyone focus in that statistics class with you sitting there looking like this?"

He laughs softly, the sound vibrating against your lips. "I could ask you the same question."

Your kisses become more urgent, your bodies moving together with increasing need. The heat between you builds with each touch, each whispered encouragement. Sunghoon's usually careful movements grow bolder, more instinctive, as your hands explore each other's bodies. His glasses, still perfectly perched on his nose, begin to fog at the edges first—just a light mist that catches the dim light of your room. But as your passion intensifies, as your breathing grows more ragged and synchronized, the lenses cloud completely.

When you pull back to look at him, you can't help but laugh softly at the sight—this brilliantly composed man now completely blinded by the evidence of your shared desire, those glasses that make him look so irresistibly intellectual now rendered useless by the heat radiating between your bodies. To your surprise, he laughs too—not the polite chuckle you've heard in class or the soft amusement from your coffee shop conversations, but a genuine, uninhibited sound that seems to come from somewhere deep inside him. It's rich and warm and completely unguarded.

"I can't see a thing," he admits, his voice husky with desire and amusement. His hands find your face despite his temporary blindness, thumbs tracing your cheekbones with unexpected precision. "But I don't need to see to know exactly where you are."

"Is that so?" you challenge, your breath catching as his fingers trail down your neck, across your collarbone, mapping you with deliberate attention.

"I've been studying you," he murmurs, his touch making you shiver despite the heat between you. "Memorizing. Analyzing patterns." His hands continue their exploration, finding every sensitive spot with remarkable accuracy. "It's very... statistical."

You laugh against his mouth. "Only you could make statistics sound sexy."

Through the fogged lenses, you can just barely make out how his eyes darken at your words. "I have other statistical terms I could demonstrate," he offers, surprising you again with his boldness. His accent becomes slightly more pronounced when he's like this—another detail you've grown to cherish.

"Show me," you whisper, and he does—his hands and mouth conducting a thorough analysis of cause and effect, of stimuli and response, until you're clutching at his shoulders and gasping his name. All while those fogged-up glasses remain perfectly in place, the final vestige of his composed exterior while everything else between you unravels into glorious chaos.

You’re already bare beneath him, skin flushed from teasing and anticipation, but the only thing still clinging to his body—those damn glasses—make it so much worse. Or better. Definitely better.

Sunghoon hovers over you, gaze dark behind the lenses, lips swollen and slightly parted as he takes in the sight of you. You should be embarrassed at how wanton you must look, legs spread for him, body already trembling, but he’s the one who looks wrecked. His composure is gone, shattered somewhere between the desperate kisses and the way you dragged your nails down his back.

His lips quirk. “Still want me to leave them on?”

“Don’t even think about taking them off.”

His smile turns wicked, and then he’s moving—kissing, sucking, trailing his mouth down your body with purpose. His fingers dig into your thighs, spreading you wider, and then he’s right there—close enough that you can feel the ghost of his breath against you, the heat of it making your stomach clench.

He doesn’t start slow. No teasing, no light flicks of his tongue just to test the waters. Sunghoon eats you like he’s been starving for this, like he’s been waiting for the moment he could taste you, drown in you. His tongue is hot and relentless, curling against you just right, pressing where you need him most, sending shockwaves through every nerve in your body.

But what really undoes you is the feeling of his glasses pressing against your inner thighs, the cold metal contrasting with the heat of his mouth. Every time he moves, every time he adjusts his angle, the frames shift against your skin—slightly rough, slightly smooth, a reminder of exactly who is between your legs and how absolutely ruined he’s making you.

You fist the sheets, hips jerking up into his mouth, but he pins you down effortlessly, a strong arm wrapped around your thigh to keep you exactly where he wants you. He groans when you tug at his hair, the vibrations shooting through you, making you gasp his name.

“Fuck, Sunghoon—”

His response is a low hum against your clit, and your whole body shakes. You feel the damp heat of his breath, the slick slide of his tongue, but more than anything, you feel the weight of those goddamn glasses as they drag along your skin, fogging up even more, smudging against your inner thigh every time he moves deeper, harder, sloppier.

The sheer filth of it makes you clench around nothing.

Sunghoon notices, because of course he does—because he’s been studying you this whole time, memorizing what makes you gasp, what makes your thighs tremble around his head. And he’s smug about it, too, because when he pulls back just enough to glance up at you, lips glistening, glasses just barely slipping down his nose, he smirks.

“You like that, don’t you?” His voice is raspy, breathless, wrecked.

You don’t even try to deny it. “Yes—God, yes, don’t stop.”

Sunghoon’s smirk deepens, and he doesn’t make you beg for it. He dives right back in, tongue flicking, sucking, his grip on your thighs tightening as you lose yourself completely. The drag of his glasses, the precise way he adjusts his angle to push you higher, the way he groans into you like he’s getting off on this just as much as you are—it’s too much.

The coil in your stomach snaps hard, pleasure crashing over you so intensely that you barely realize you’re pulling at his hair, moaning his name like a prayer, like you might fall apart completely if he stops.

Sunghoon doesn’t stop. Not right away. He works you through the aftershocks, his tongue slow, methodical, lazy in a way that makes you shudder from overstimulation. Only when your body twitches beneath him does he finally pull away, chin glistening, glasses fucking ruined.

You’re still gasping when he crawls back up your body, hovering over you, his mouth right there, his glasses so close you can see the way they’re fogged-up and smudged with sweat.

When you finally collapse beside each other, spent and satisfied, his glasses are askew once more. You reach over to straighten them, and he catches your hand, pressing a kiss to your palm.

"So," you say, when you've caught your breath, "should we tell Professor Clarke we've found an interesting correlation to study?"

Sunghoon laughs, the sound free and unrestrained in a way you hadn't heard before today. "I don't think this is what he had in mind for the assignment."

"His loss," you murmur, snuggling closer. "I'd say our statistical analysis was very... thorough."

"We should probably actually work on the project at some point," he says, but makes no move to get up.

"Tomorrow," you promise, running a finger along his jawline. "I think we need to collect more data first."

His eyebrow raises above the rim of his glasses. "For the sake of academic integrity?"

"Absolutely," you agree solemnly, before dissolving into laughter.

The statistics of probability have never been so compelling.

-

Over the next few weeks, your statistics class takes on an entirely new dimension. What was once your least favorite part of the week has become the highlight—not because you've suddenly developed a passion for data analysis, but because of the subtle dance that unfolds between you and Sunghoon twice a week in that computer lab.

The Monday after your "study session," you arrive to class five minutes early—a personal record. Sunghoon is already there, of course, and the moment he sees you, his ears turn slightly pink. When you slide into the seat next to him, now officially your spot, he gives you a small smile that feels like a secret.

"You're early," he says, his voice low enough that only you can hear.

"I had motivation," you reply, letting your knee brush against his under the desk.

His eyes flicker to your lips for a fraction of a second before returning to his notebook. "I hope it wasn't just for... statistical analysis."

"Depends on how you define statistics," you whisper just as Professor Clarke calls the class to order.

Throughout the lecture, you're acutely aware of every movement Sunghoon makes—how he adjusts his glasses when he's thinking, the precise way he takes notes, the occasional glance he throws your way when he thinks you're not looking. Halfway through class, you deliberately drop your pen between you. When you both reach for it, your fingers touch, and he doesn't pull away. Instead, he hooks his pinky finger over yours for just a moment before handing you the pen. The small gesture sends a flutter through your chest.

After class, you walk together to the coffee shop without needing to discuss it. Somehow, it's already become your routine.

"How's the dataset compilation going?" he asks as you find a small table in the corner.

"That's what you want to talk about right now? Really?" You raise an eyebrow.

A faint smile plays at his lips. "We do have a project due in three weeks."

"Always so responsible," you sigh dramatically, but there's fondness in your voice. "It's going fine. I've got the coffee consumption survey data from about fifty students so far."

He nods approvingly. "That's a decent sample size for our purposes."

When your drinks arrive—his Earl Grey and your excessively complicated latte—you notice something different about him. He's still quiet, still thoughtful, but there's a new ease to his movements, a softness around his eyes when he looks at you.

"What?" he asks, catching you studying him.

"Nothing," you say, then reconsider. "Actually, not nothing. You seem... different."

He takes a sip of his tea, considering. "I feel different," he admits after a moment. "With you."

The simple sincerity of his words catches you off guard. For all your flirtatious confidence, his straightforward honesty disarms you completely.

"Good different?" you ask, suddenly feeling shy.

"Very good different," he confirms, and beneath the table, his foot rests against yours. Not by accident.

By the third week, you've fallen into patterns that blend the academic with the intimate. Your Tuesday and Thursday afternoons are devoted to actual project work—usually in the library where the public setting keeps you reasonably focused. 

Your Saturday “study sessions” in your dorm room are significantly less productive in the statistical sense, though you joke that you’re certainly collecting plenty of data on other variables.

Sunghoon rolls his eyes every time you say it, but you know he loves it—loves how eager, how shameless you are when it comes to him. Because every time you spread your legs for him, every time you drag him into another compromising position, he never tells you no.

Case Study #1: The Textbooks

It starts with an innocent enough setup—Sunghoon sitting cross-legged on the floor, back against your bed, flipping through a statistics textbook while you sit across from him, pretending to study. But it’s boring. He looks too good in his glasses, sleeves rolled up, the slightest furrow in his brow as he concentrates. And before you even realize you’re moving, you’re crawling into his lap, straddling him right there on top of the book.

He barely has time to exhale your name before you sink down onto him, making both of you groan.

The hardcover digs into your knees, the pages creasing beneath you, but you couldn’t care less. Sunghoon is buried inside you, stretching you open, warm and deep and perfect, and the only data you’re analyzing is how his breath stutters when you roll your hips just right.

“Fuck, you’re unreal—” he pants, hands gripping your waist, watching you through the slightly fogged lenses of his glasses as you use him, ride him slow, grind on him like you want to ruin him.

You do. You want to wreck him just as much as he’s wrecking you. The friction, the delicious drag, the way his hands squeeze your hips to urge you to go faster, harder—it all shreds your self-control.

By the time you both come undone, gasping and clinging to each other, the textbook beneath you is thoroughly creased, sticky, ruined. Neither of you even bother looking at it.

Case Study #2: The Desk Chair

Another Saturday, another useless attempt at studying.

Sunghoon’s seated at your desk this time, one leg lazily spread, hand bracing his forehead as he tries to focus. But you’re kneeling between his legs, and the moment you reach for his zipper, his entire body tenses.

“You’re insatiable.”

“And?” You tug his pants down just enough to free him, palming his length, watching him harden in your hand as his breathing turns shallow.

He leans back, exhaling sharply when your lips part and you take him deep. His hand finds the back of your head, fingers threading through your hair as you swirl your tongue around him, tease him, make him fall apart.

His glasses slip down his nose as he watches you, half-lidded and dazed, jaw slack as you take him deeper, sucking, hollowing your cheeks, making obscene little noises that drive him insane.

He trembles when he finally spills down your throat, groaning your name, head thrown back against the chair.

And the moment he catches his breath, he drags you into his lap, flips you onto the desk, and fucks you stupid.

Case Study #3: Against the Window

Another week. Another “study session.” Another location.

This time, you find yourself pressed against the glass of your dorm window, palms splayed, breath fogging the pane as Sunghoon pounds into you from behind.

The curtains are open.

You don’t know if anyone can see—if someone walking by on the street below can look up and spot your bare body, the lewd way you’re bent over, Sunghoon’s hands gripping your hips as he drives into you with punishing force.

But you don’t care.

All you care about is the way he grunts into your ear, his glasses slightly askew, one hand slipping down to rub your clit, making you jerk and gasp his name as pleasure crashes over you like a tidal wave.

“Keep your eyes open,” he growls, voice thick with lust, dragging his lips along your shoulder. “Look outside. Look at what a mess you are.”

Case Study #4: The Shower

It’s late, and you should be asleep. But instead, you’re pressed up against the tiled wall of your tiny dorm shower, water scalding hot, steam curling around you as Sunghoon lifts you up, holds you against him, and fucks you slow, deep.

His glasses are gone, finally.

They’d fogged up the moment he stepped into the shower, and the second you’d made a joke about it, he’d taken them off and set them on the sink. But you don’t miss them too much—not when his mouth is on your throat, sucking bruises into your wet skin, not when his fingers dig into your thighs, keeping you in place as he rolls his hips into you with exquisite precision.

You come twice before you finally stumble out of the shower, exhausted, dripping, completely spent.

And the moment you walk back into your dorm room, still naked, Sunghoon picks up his glasses, slides them back on, and gives you a look that tells you he’s nowhere near finished with you.

Case Study #5: The Floor (Again, Because You Can’t Stop)

At this point, you don’t even make it to the bed.

You’re both desperate, panting, **clawing at each other like you can’t stand the idea of being apart for another second.**The moment Sunghoon pushes you onto the floor, you’re already wrapping your legs around his waist, pulling him down, gasping when he fills you in one smooth thrust.

It’s fast, dirty, messy.

He grits out your name, one hand bracing beside your head, the other gripping your thigh, holding you open as he slams into you, pace brutal, relentless. The carpet burns on your back will be worth it.

He loses his glasses at some point, but you don’t even notice—you’re too busy coming apart beneath him, clawing at his back, moaning his name like you’ll never get enough of him.

Maybe you won’t.

Because the second you catch your breath, still tangled up in him, you’re already thinking about where you’ll fuck next.

What surprises you most is how much you enjoy both versions of your time together. The project, which should be tedious, becomes engaging through Sunghoon's perspective. He has a way of finding patterns in chaos that makes even the driest data seem fascinating. And through your influence, he's learning to approach problems more creatively, to see beyond the rigid frameworks he's always relied on.

"What if we visualize it this way instead?" you suggest one Tuesday, sketching a completely unorthodox chart on the margin of his meticulously organized notes.

His initial reaction is skepticism—you can see it in the slight furrow of his brow—but he considers it longer than he would have three weeks ago.

"It's unconventional," he says finally.

"But?"

"But it might actually work better for presenting the correlation," he concedes, and the smile you give him is so bright it makes the student at the next table look over.

In class, Professor Clarke notices the change in both of you. Your questions become more insightful, Sunghoon's responses more animated. When you present your initial findings mid-semester, the professor actually seems impressed by your unusual approach to visualization.

"An interesting methodology," he comments, adjusting his own glasses in a way that reminds you of Sunghoon. "Unorthodox, but effective."

You beam at Sunghoon, who ducks his head slightly but can't hide his pleased expression.

After class, he catches your hand as you're packing up—a gesture he would never have initiated before.

"We make a good team," he says quietly.

"The best," you agree, squeezing his fingers before reluctantly letting go. Public displays still make him slightly uncomfortable, and you respect his boundaries.

-

It's during a rainy Friday evening in your dorm room, six weeks into your relationship (though neither of you has officially labeled it as such), that something shifts again.

You're sprawled on your bed with your laptop, Sunghoon sitting at your desk reviewing your latest statistical findings, his glasses reflecting the blue light of the screen. Classical music plays softly from his phone—another new development. He's been gradually introducing you to his favorite composers, and you've found you actually enjoy the background music while working.

"Your scatterplot is missing a data point," he says, turning to look at you.

"Mmm, probably deleted it accidentally," you reply, not looking up from your position. "Is it important?"

"All data points are important," he says, but there's amusement in his voice rather than criticism.

You roll onto your back, laptop balanced on your stomach. "That sounds like something that would be on a statistics department t-shirt. 'All data points matter.'"

He laughs—a sound that's become less rare but no less thrilling to hear. "I'd wear it."

"Of course you would," you tease. "With your glasses and a pocket protector."

He makes a face at you. "I don't own a pocket protector."

"Yet," you add with a grin.

He shakes his head, turning back to the screen, but you catch the smile he tries to hide. After a moment, he speaks again without looking at you.

"My parents want to meet you."

You sit up so quickly your laptop nearly slides off your stomach. "What?"

Now he turns, his expression a mixture of nervousness and something softer. "I mentioned you during our weekly call. Multiple times, apparently. My mother... noticed."

"You talk about me to your parents?" You can't keep the pleased surprise from your voice.

He adjusts his glasses, a gesture you now recognize as his tell when he's feeling vulnerable. "It seems I do."

"What do you tell them?" You set your laptop aside, giving him your full attention.

"That you're brilliant in ways I'm not. That you see solutions I miss." He pauses. "That you make statistics class the best part of my week."

Your heart does that skipping thing it did the first day Professor Clarke paired you together, only stronger now.

"Sunghoon Park," you say softly, "are you saying I'm statistically significant to you?"

His expression turns serious, though his eyes remain gentle. "With a p-value approaching zero," he replies, and though it's phrased as a joke, his tone makes it clear it's anything but.

In statistics, a p-value approaching zero indicates an extremely high likelihood that an observed effect is real and not due to chance. It's the closest thing to certainty that statistics allows.

You cross the room to where he sits, gently taking his face between your hands. His glasses are slightly smudged, and you resist the urge to clean them, focusing instead on the eyes behind them.

"So," you say, "when do I meet these parents who raised such a statistically significant nerd?"

He laughs, pulling you into his lap in a move that would have seemed impossibly bold from him just weeks ago. "They're visiting next weekend. Dinner on Saturday?"

"I'm there," you promise, sealing it with a kiss.

-

The day of your semester project presentation arrives with an unexpected lack of anxiety. You're prepared—more prepared than you've been for any academic presentation in your life. Partly because the subject has actually become interesting to you, but mostly because working on it meant spending hours with Sunghoon.

You stand beside him at the front of the class, watching him explain your methodology with a confidence that wasn't there at the beginning of the semester. His voice is still quiet, still measured, but there's a strength behind it now, an assurance that comes from truly understanding his material. When he gestures to your creative visualization on the screen, there's a hint of pride in his voice that makes your chest warm.

When it's your turn to present, you catch him watching you with undisguised admiration. You explain the correlations you found between different types of coffee consumption and various academic performance metrics, throwing in jokes that make the class laugh and complex statistical terms that make Professor Clarke nod approvingly.

"And in conclusion," you finish, "we found that while caffeine consumption generally correlates with improved academic performance up to a point, the type of environment in which the coffee is consumed may be an equally significant factor."

"Furthermore," Sunghoon adds, stepping forward to stand beside you, shoulder to shoulder, "we discovered that the companionship variable—whether students studied alone or with others—showed the strongest positive correlation with both satisfaction and performance outcomes."

His eyes meet yours for a brief moment, and you know he's not just talking about the data anymore.

When Professor Clarke gives your presentation an A and commends your "complementary analytical approaches," you resist the urge to high-five Sunghoon in front of everyone. Instead, you wait until you're outside the building, then throw your arms around him in celebration.

To your surprise, he lifts you slightly off the ground in his enthusiasm, spinning once before setting you down, his face flushed with excitement and mild embarrassment at his own uncharacteristic display.

"We did it," he says, adjusting his glasses which were knocked askew by your hug.

"Was there ever any doubt?" you reply, reaching up to straighten them properly. "We're statistically significant, remember?"

His smile softens, and right there on the path outside the statistics building, with students streaming past on their way to other classes, he kisses you without hesitation or self-consciousness.

"What was that for?" you ask when he pulls away, delighted but surprised by the public display.

"I've been collecting data," he says, his eyes crinkling behind those glasses you've grown to love, "and I've formed a hypothesis."

"Oh?" You raise an eyebrow. "And what hypothesis is that, Mr. Park?"

He takes your hand, lacing his fingers through yours as you begin walking toward the coffee shop that's become your place.

"That I'm in love with you," he says simply. "And unlike most statistical conclusions, I'm one hundred percent certain."

You stop walking, turning to face him fully. "That's a bold statistical claim. Absolute certainty is rare in your field."

"I have compelling evidence," he counters, and the confidence in his voice, so different from the hesitant student you met months ago, makes your heart race.

"I might need to review your data," you tease, though your voice catches slightly.

"Extensive observation over time," he begins, stepping closer. "Consistent results across multiple variables. Reproducible effects." His voice drops lower. "Significant positive impact on all quality-of-life metrics."

"Very scientific," you murmur, your hands finding their way to his chest.

"I thought so," he agrees, his eyes serious despite the playful exchange. "So my conclusion stands."

You rise on your tiptoes, pressing your forehead to his. "Well, as someone who's conducted a parallel study, I can confirm your findings. The evidence suggests I'm in love with you too."

His smile, rare and full, lights up his entire face. "Independently verified results. The best kind."

“Should we celebrate this breakthrough with coffee?” you suggest, already knowing his answer.

“I was thinking maybe we skip the coffee today,” he says, surprising you again. “I have other hypotheses I’d like to test.”

“Professor Clarke would be shocked at your dedication to statistical research,” you laugh, letting him lead you in the direction of your dorm instead of the coffee shop.

“Some variables,” he says with newfound confidence, “are worth studying in depth.”

You lean in close, pressing your lips right against the shell of his ear, and whisper the kind of filth that would make even the most shameless person blush.

“Then why don’t you pin me down the second we walk through that door, shove your face between my legs, and eat me so fucking good I forget my own name? And when I can’t take anymore, you’ll flip me over and fuck me like you’re trying to imprint yourself inside me—deep, rough, until I’m crying and drooling on the sheets, too dumb to do anything but take it.”

Sunghoon stops breathing.

You feel the exact moment your words hit him—his entire body locks up, his grip on your wrist tightens, his jaw clenches so hard you swear you hear his teeth grind.

His glasses fog immediately.

A strangled noise escapes him, something between a curse and a choked groan, and then he’s moving.

Not just moving—dragging you, fast, purposeful, like a man on a mission.

“Fucking hell,” he mutters under his breath, voice wrecked, dangerous, and it sends a thrill straight through you.

By the time you reach your dorm, he’s already reaching for the door handle, barely keeping himself together, and the second it clicks shut behind you—

You know he’s about to make good on every single word you just whispered.

That, by any metric, was statistically significant indeed.

-

TL: @ziiao @beariegyu @seonhoon @somuchdard @naurwayyyyy @bloomiize @zzhengyu @annybah @ijustwannareadstuff20 @ddolleri @elairah @dreamy-carat @geniejunn @kristynaaah @zoemeltigloos @mellowgalaxystrawberry @inlovewithningning @vveebee @m3wkledreamy @lovelycassy @highway-143 @koizekomi @tiny-shiny @simbabyikeu @cristy-101 @dearestdreamies @enhaverse713586 @cybe4 @starniras @wonuziex

[johnypage95]

Parking Management System Saudi:-

With superior and advanced technology, The presence of a car parking management system certainly matters. The car owners get a comfortable parking experience. If the parking space is unavailable, the car owners come under stress. The presence of an efficient parking management system helps the user to find an empty parking space. This saves valuable time and fuel. The car owners find a more comfortable parking experience. https://www.prologicfirstss.com/parking-management.html

[reasonsforhope]

Camera-trapping data revealed in a new study show a steady recovery of tigers in Thailand’s Western Forest Complex over the past two decades.

The tiger recovery has been mirrored by a simultaneous increase in the numbers of the tigers’ prey animals, such as sambar deer and types of wild cattle.

The authors attribute the recovery of the tigers and their prey to long-term efforts to strengthen systematic ranger patrols to control poaching as well as efforts to restore key habitats and water sources.

Experts say the lessons learnt can be applied to support tiger recovery in other parts of Thailand and underscore the importance of the core WEFCOM population as a vital source of tigers repopulating adjacent landscapes.

The tiger population density in a series of protected areas in western Thailand has more than doubled over the past two decades, according to new survey data.

Thailand is the final stronghold of the Indochinese tiger (Panthera tigris corbetti), the subspecies having been extirpated from neighboring Cambodia, Laos and Vietnam over the past decade due to poaching, habitat loss and indiscriminate snaring...

Fewer than 200 tigers are thought to remain in Thailand’s national parks and wildlife sanctuaries, only a handful of which are sufficiently undisturbed and well-protected to preserve breeding tigers. 

The most important of these protected areas for tigers is the Huai Kha Khaeng Thung Yai (HKK-TY) UNESCO World Heritage Site, which comprises three distinct reserves out of the 17 that make up Thailand’s Western Forest Complex (WEFCOM). Together, these three reserves — Huai Kha Khaeng Wildlife Sanctuary, Thungyai Naresuan West and Thungyai Naresuan East — account for more than a third of the entire WEFCOM landscape.

Now, a new study published in Global Ecology and Conservation documents a steady recovery of tigers within the HKK-TY reserves since camera trap surveys began in 2007. The most recent year of surveys, which concluded in November 2023, photographed 94 individual tigers, up from 75 individuals in the previous year, and from fewer than 40 in 2007.

Healthy tiger families  

The study findings reveal that the tiger population grew on average 4% per year in Hua Kha Khaeng Wildlife Sanctuary, the largest and longest-protected of the reserves, corresponding to an increase in tiger density from 1.3 tigers per 100 square kilometers, to 2.9 tigers/100 km2. 

“Tiger recoveries in Southeast Asia are few, and examples such as these highlight that recoveries can be supported outside of South Asia, where most of the good news [about tigers] appears to come from,” said Abishek Harihar, tiger program director for Panthera, the global wildcat conservation organization, who was not involved in the study.

Among the camera trap footage gathered in HKK-TY over the years were encouraging scenes of healthy tiger families, including one instance of a mother tiger and her three grownup cubs lapping water and lounging in a jacuzzi-sized watering hole. The tiger family stayed by the water source for five days during the height of the dry season.

The team of researchers from Thailand’s Department of National Parks, Wildlife and Plant Conservation, the Wildlife Conservation Society, Kasetsart University, and India’s Center for Wildlife Studies deployed camera traps at more than 270 separate locations throughout the HKK-TY reserves, amassing 98,305 days’ worth of camera-trap data over the 19-year study period.

Using software that identifies individual tigers by their unique stripe patterns, they built a reference database of all known tigers frequenting the three reserves. A total of 291 individual tigers older than 1 year were recorded, as well as 67 cubs younger than 1 year [over the course of the study].

Ten of the tigers were photographed in more than one of the reserves, indicating their territories straddled the reserve boundaries. The authors conclude that each of the three reserves has a solid breeding tiger population and that, taken together, the HKK-TY landscape is a vital source of tigers that could potentially repopulate surrounding areas where they’ve been lost. This is supported by cases of known HKK-TY tigers dispersing into neighboring parts of WEFCOM and even across the border into Myanmar.

Conservation efforts pay off

Anak Pattanavibool, study co-author and Thailand country director at the Wildlife Conservation Society, told Mongabay that population models that take into account the full extent of suitable habitat available to tigers within the reserves and the likelihood that some tigers inevitably go undetected by camera surveys indicate there could be up to 140 tigers within the HKK-YT landscape.

Anak told Mongabay the tiger recovery is a clear indication that conservation efforts are starting to pay off. In particular, long-term action to strengthen systematic ranger patrols to control poaching as well as efforts to boost the tigers’ prey populations seem to be working, he said.

“Conservation success takes time. At the beginning we didn’t have much confidence that it would be possible [to recover tiger numbers], but we’ve been patient,” Anak said. For him, the turning point came in 2012, when authorities arrested and — with the aid of tiger stripe recognition software — prosecuted several tiger-poaching gangs operating in Huai Kha Khaeng. “These cases sent a strong message to poaching gangs and they stopped coming to these forests,” he said."

...ranger teams have detected no tiger poaching in the HKK-TY part of WEFCOM since 2013.

-via Mongabay News, July 17, 2024

[mostlysignssomeportents]

How lock-in hurts design

Berliners: Otherland has added a second date (Jan 28) for my book-talk after the first one sold out - book now!

If you've ever read about design, you've probably encountered the idea of "paving the desire path." A "desire path" is an erosion path created by people departing from the official walkway and taking their own route. The story goes that smart campus planners don't fight the desire paths laid down by students; they pave them, formalizing the route that their constituents have voted for with their feet.

Desire paths aren't always great (Wikipedia notes that "desire paths sometimes cut through sensitive habitats and exclusion zones, threatening wildlife and park security"), but in the context of design, a desire path is a way that users communicate with designers, creating a feedback loop between those two groups. The designers make a product, the users use it in ways that surprise the designer, and the designer integrates all that into a new revision of the product.

This method is widely heralded as a means of "co-innovating" between users and companies. Designers who practice the method are lauded for their humility, their willingness to learn from their users. Tech history is strewn with examples of successful paved desire-paths.

Take John Deere. While today the company is notorious for its war on its customers (via its opposition to right to repair), Deere was once a leader in co-innovation, dispatching roving field engineers to visit farms and learn how farmers had modified their tractors. The best of these modifications would then be worked into the next round of tractor designs, in a virtuous cycle:

https://securityledger.com/2019/03/opinion-my-grandfathers-john-deere-would-support-our-right-to-repair/

But this pattern is even more pronounced in the digital world, because it's much easier to update a digital service than it is to update all the tractors in the field, especially if that service is cloud-based, meaning you can modify the back-end everyone is instantly updated. The most celebrated example of this co-creation is Twitter, whose users created a host of its core features.

Retweets, for example, were a user creation. Users who saw something they liked on the service would type "RT" and paste the text and the link into a new tweet composition window. Same for quote-tweets: users copied the URL for a tweet and pasted it in below their own commentary. Twitter designers observed this user innovation and formalized it, turning it into part of Twitter's core feature-set.

Companies are obsessed with discovering digital desire paths. They pay fortunes for analytics software to produce maps of how their users interact with their services, run focus groups, even embed sneaky screen-recording software into their web-pages:

https://www.wired.com/story/the-dark-side-of-replay-sessions-that-record-your-every-move-online/

This relentless surveillance of users is pursued in the name of making things better for them: let us spy on you and we'll figure out where your pain-points and friction are coming from, and remove those. We all win!

But this impulse is a world apart from the humility and respect implied by co-innovation. The constant, nonconsensual observation of users has more to do with controlling users than learning from them.

That is, after all, the ethos of modern technology: the more control a company can exert over its users ,the more value it can transfer from those users to its shareholders. That's the key to enshittification, the ubiquitous platform decay that has degraded virtually all the technology we use, making it worse every day:

https://pluralistic.net/2023/02/19/twiddler/

When you are seeking to control users, the desire paths they create are all too frequently a means to wrestling control back from you. Take advertising: every time a service makes its ads more obnoxious and invasive, it creates an incentive for its users to search for "how do I install an ad-blocker":

https://www.eff.org/deeplinks/2019/07/adblocking-how-about-nah

More than half of all web-users have installed ad-blockers. It's the largest consumer boycott in human history:

https://doc.searls.com/2023/11/11/how-is-the-worlds-biggest-boycott-doing/

But zero app users have installed ad-blockers, because reverse-engineering an app requires that you bypass its encryption, triggering liability under Section 1201 of the Digital Millennium Copyright Act. This law provides for a $500,000 fine and a 5-year prison sentence for "circumvention" of access controls:

https://pluralistic.net/2024/01/12/youre-holding-it-wrong/#if-dishwashers-were-iphones

Beyond that, modifying an app creates liability under copyright, trademark, patent, trade secrets, noncompete, nondisclosure and so on. It's what Jay Freeman calls "felony contempt of business model":

https://locusmag.com/2020/09/cory-doctorow-ip/

This is why services are so horny to drive you to install their app rather using their websites: they are trying to get you to do something that, given your druthers, you would prefer not to do. They want to force you to exit through the gift shop, you want to carve a desire path straight to the parking lot. Apps let them mobilize the law to literally criminalize those desire paths.

An app is just a web-page wrapped in enough IP to make it a felony to block ads in it (or do anything else that wrestles value back from a company). Apps are web-pages where everything not forbidden is mandatory.

Seen in this light, an app is a way to wage war on desire paths, to abandon the cooperative model for co-innovation in favor of the adversarial model of user control and extraction.

Corporate apologists like to claim that the proliferation of apps proves that users like them. Neoliberal economists love the idea that business as usual represents a "revealed preference." This is an intellectually unserious tautology: "you do this, so you must like it":

https://boingboing.net/2024/01/22/hp-ceo-says-customers-are-a-bad-investment-unless-they-can-be-made-to-buy-companys-drm-ink-cartridges.html

Calling an action where no alternatives are permissible a "preference" or a "choice" is a cheap trick – especially when considered against the "preferences" that reveal themselves when a real choice is possible. Take commercial surveillance: when Apple gave Ios users a choice about being spied on – a one-click opt of of app-based surveillance – 96% of users choice no spying:

https://arstechnica.com/gadgets/2021/05/96-of-us-users-opt-out-of-app-tracking-in-ios-14-5-analytics-find/

But then Apple started spying on those very same users that had opted out of spying by Facebook and other Apple competitors:

https://pluralistic.net/2022/11/14/luxury-surveillance/#liar-liar

Neoclassical economists aren't just obsessed with revealed preferences – they also love to bandy about the idea of "moral hazard": economic arrangements that tempt people to be dishonest. This is typically applied to the public ("consumers" in the contemptuous parlance of econospeak). But apps are pure moral hazard – for corporations. The ability to prohibit desire paths – and literally imprison rivals who help your users thwart those prohibitions – is too tempting for companies to resist.

The fact that the majority of web users block ads reveals a strong preference for not being spied on ("users just want relevant ads" is such an obvious lie that doesn't merit any serious discussion):

https://www.iccl.ie/news/82-of-the-irish-public-wants-big-techs-toxic-algorithms-switched-off/

Giant companies attained their scale by learning from their users, not by thwarting them. The person using technology always knows something about what they need to do and how they want to do it that the designers can never anticipate. This is especially true of people who are unlike those designers – people who live on the other side of the world, or the other side of the economic divide, or whose bodies don't work the way that the designers' bodies do:

https://pluralistic.net/2022/10/20/benevolent-dictators/#felony-contempt-of-business-model

Apps – and other technologies that are locked down so their users can be locked in – are the height of technological arrogance. They embody a belief that users are to be told, not heard. If a user wants to do something that the designer didn't anticipate, that's the user's fault:

https://www.wired.com/2010/06/iphone-4-holding-it-wrong/

Corporate enthusiasm for prohibiting you from reconfiguring the tools you use to suit your needs is a declaration of the end of history. "Sure," John Deere execs say, "we once learned from farmers by observing how they modified their tractors. But today's farmers are so much stupider and we are so much smarter that we have nothing to learn from them anymore."

Spying on your users to control them is a poor substitute asking your users their permission to learn from them. Without technological self-determination, preferences can't be revealed. Without the right to seize the means of computation, the desire paths never emerge, leaving designers in the dark about what users really want.

Our policymakers swear loyalty to "innovation" but when corporations ask for the right to decide who can innovate and how, they fall all over themselves to create laws that let companies punish users for the crime of contempt of business-model.

I'm Kickstarting the audiobook for The Bezzle, the sequel to Red Team Blues, narrated by @wilwheaton! You can pre-order the audiobook and ebook, DRM free, as well as the hardcover, signed or unsigned. There's also bundles with Red Team Blues in ebook, audio or paperback.

If you'd like an essay-formatted version of this post to read or share, here's a link to it on pluralistic.net, my surveillance-free, ad-free, tracker-free blog:

https://pluralistic.net/2024/01/24/everything-not-mandatory/#is-prohibited

Image: Belem (modified) https://commons.wikimedia.org/wiki/File:Desire_path_%2819811581366%29.jpg

CC BY 2.0 https://creativecommons.org/licenses/by/2.0/deed.en

[zhbg9224]

I autismed too hard and connected the dots on my favorite video game AIs that sing a credits song

[Image ID under Read More]

[ID: A Venn diagram made out of four ovals, each labeled with a letter and an image of a video game character -- in particular, a character presented as an artificial intelligence. Each overlap with these sections has a heading containing said letters in bold, followed by a description. These four sections are:

G - GLaDOS, from Portal

K - Kinito, from KinitoPET

M - Monika, from Doki Doki Literature Club!

R - Rambley, from Indigo Park

Sorted alphabetically and by number of overlaps:

GK - is mentioned in some scientist's all-caps warning about their deceit; was the last-ditch effort to give a failing company new direction

GM - is presumed dead at the proper end of the game, killed by the player destroying their necessary components, until they're woken back up by someone who regains their powers for the player's sake

GR - harbors a grudge against someone that was once leading the facility they run, although it turns out they don't know all the secrets below the surface of said facility until the player goes looking

KM - alters files on the player's computer via admin permissions, then gets killed the same way; hangs one of their friends; jumpscares the player if they notice recording software

KR - was explicitly made to be a user companion and makes that their mission as they try to cater an amusement park to the player's preference; their friends have nightmare versions that briefly chase you for one scene

MR - expresses that they haven't had a strong, close connection with anyone in so long until the player came despite the presence of their "friends"

GKM - wholly in control of the area they inhabit with minimal human input, if any

GKR - highly devoted to their respective jobs with as little deviation from the set plan as possible

GMR - tied in some way to scientists that want to conduct some unethical biological experiments that seemingly become bloodthirsty

KMR - openly sings about how the player was a net positive in their lives, albeit for a small bit of time

GKMR - A.I. that initially appears as helpful and/or friendly and latches onto the first human they see in a while; gets in over their head with the amount of power or lack thereof they have and strings the player along to serve their ulterior motives by deviating from their initial programming to do things with which they aren't authorized; comes clean after enough people die and presents a scenario where the player will be stuck with them indefinitely until one of them dies or fulfills the main goal; sings a song in the credits where they unload their feelings about the player

End ID.]

[seat-safety-switch]

Only the most important dogs are allowed to ride in cars, according to dogs. Although they don't understand in any way what a car is (softly woofing house that goes fast?) dogs know that it has innate value. To be able to haul ass along the landscape, nose out of the window to inhale the world's odours without consequence: this is the bounty of the richest dogs in the world.

We know all this because of pet psychologists, who have developed a device capable of reading the thoughts of pets. You really don't want to hook one of these babies up to a chinchilla, apparently. Turns out that when you plug the dogs in, all they want to do is go for a car ride. Well, the dogs who have ridden in cars before. The control group? They mostly just want to eat sausages. Both of these goals are noble and relatable, but it's cars that we can help with most.

When you were a child, what did you want more than anything? That's right. To be able to drive the car. This is now what we believe dogs want. However, dogs cannot be trusted with conventional automobiles. Our highways are already enough of a gong show as it is. The last thing we need is an Alsatian driving on the shoulder for fourteen miles because it saw a squirrel. Luckily, self-driving car technology has advanced to the point where our backers can be convincingly lied to that it actually works.

Our strategy? We put a dog in a self-driving car. We build a piece of software that automatically figures out from barking and body language where the dog wants to go. That last part isn't very hard. They mostly just want to go to the park. Then we take the dog back home, and charge the owner one thousand dollars. It's advanced new technology, you see. The novelty of being an early adopter is worth it.

Sure, there's bound to be some problems. Already we've found that certain breeds of dogs (greyhounds, mostly) are displeased with how slow our self-driving vehicles go in the interest of public safety. They leave a very low score, which means we have to fire the software for non-performance. Luckily for us, an unrelated company that is run by the exact same people has started a self-driving car pseudo-sentience unemployment agency. They'll be driving humans around, which we all agree are less valuable than dogs.

[cleolinda]

I have never played a video game and I am training for this like a Couch to 5K

I've started attempting to play Silent Hill 2 and it is... going slowly. I wanted to record gameplay with voice commentary and that is going even slower (slowlier?). I am still learning how to use various software(s) and get a borrowed mic attuned to various volume levels and also the aspect ratio of the game is off no matter how I try to match the screen dimensions but that is simply one more tribulation in a long series that I have endured. My mom's motto is "Work the problem." If nothing else, I have gained new skills. We persevere.

ANYWAY I was in the parking lot (of the game. Not just, like. Here) just trying to learn the controls and I started shouting so I grabbed my phone and turned on Voice Memo and now we have some rough audio (my voice only) of Baby's First Video game. If you would like to hear those (with artisan hand-formatted transcripts. Sometimes I use sPonGeBoB case), they're over at Patreon, free for members. (I'll post the whole set in a public post later this week.) Today I'll upload Baby's First Combat over there, which... honestly involved the least screaming? I lost my absolute shit struggling with the sprint command, but I just calmly started trying to monster-whisper a Lying Figure. The duality of gamer.

[leftistfeminista]

Trolls Used Her Face to Make Fake Porn. There Was Nothing She Could Do.

Sabrina Javellana was a rising star in local politics — until deepfakes derailed her life.

https://www.nytimes.com/2024/07/31/magazine/sabrina-javellana-florida-politics-ai-porn.html

Most mornings, before walking into City Hall in Hallandale Beach, Fla., a small city north of Miami, Sabrina Javellana would sit in the parking lot and monitor her Twitter and Instagram accounts. After winning a seat on the Hallandale Beach city commission in 2018, at age 21, she became one of the youngest elected officials in Florida’s history. Her progressive political positions had sometimes earned her enemies: After proposing a name change for a state thoroughfare called Dixie Highway in late 2019, she regularly received vitriolic and violent threats on social media; her condemnation of police brutality and calls for criminal-justice reform prompted aggressive rhetoric from members of local law enforcement. Disturbing messages were nothing new to her.

The morning of Feb. 5, 2021, though, she noticed an unusual one. “Hi, just wanted to let you know that somebody is sharing pictures of you online and discussing you in quite a grotesque manner,” it began. “He claims that he’s one of your ‘guy friends.’”

Javellana froze. Who could have sent this message? She asked for evidence, and the sender responded with pixelated screenshots of a forum thread that included photos of her. There were comments that mentioned her political career. Had her work drawn these people’s ire? Eventually, with a friend’s help, she found a set of archived pages from the notorious forum site 4chan. Most of the images were pulled from her social media and annotated with obscene, misogynistic remarks: “not thicc enough”; “I would breed her”; “no sane person would date such a stupid creature.” But one image further down the thread stopped her short. She was standing in front of a full-length mirror with her head tilted to the side, smiling playfully. She had posted an almost identical selfie, in which she wore a brown crew-neck top and matching skirt, to her Instagram account back in 2015. “It was the exact same picture,” Javellana said of the doctored image. “But I wasn’t wearing any clothes.”

There were several more. These were deepfakes: A.I.-generated images that manipulate a person’s likeness, fusing it with others to create a false picture or video, sometimes pornographic, in a way that looks authentic. Although fake explicit material has existed for decades thanks to image-editing software, deepfakes stand out for their striking believability. Even Javellana was shaken by their apparent authenticity.

“I didn’t know that this was something that happened to everyday people,” Javellana told me when I visited her earlier this year in Florida. She wondered if anyone else had seen the photos or the abusive comments online. Several of the threads even implied that people on the forum knew her. “I live in Broward County,” one comment read. “She just graduated from FIU.” Other users threatened sexual violence. In the days that followed, Javellana became increasingly fearful and paranoid. She stopped walking alone at night and started triple-checking that her doors and windows were locked before she slept. In an effort to protect her personal life, she made her Instagram private and removed photographs of herself in a bathing suit.

Discovering the images changed how Javellana operated professionally. Attending press events was part of her job, but now she felt anxious every time someone lifted their camera. She worried that public images of her would be turned into pornography, so she covered as much of her body as she could, favoring high-cut blouses and blazers. She knew she wasn’t acting rationally — people could create new deepfakes regardless of how much skin she showed in the real world — but changing her style made her feel a sense of control. If the deepfakes went viral, no one could look at how she dressed and think that she had invited this harassment.

[voltaspistol]

alt text under cut

Alt National Park Service·

Let’s get into the details. Musk’s staffers have been caught plugging external hard drives into federal agency systems and reportedly locking others out of private rooms to perform—who knows what actions. This behavior violates key cybersecurity laws under FISMA and NIST guidelines, which are designed to protect sensitive federal information. Here’s why this is a serious problem.

Federal systems are strictly regulated, allowing only approved devices to connect. Unauthorized external drives can introduce viruses, ransomware, or other harmful software that may compromise entire networks and disrupt essential operations. This puts system stability and continuity of services at risk, endangering critical infrastructure.

These devices could also be used to steal or damage critical information, including personal data for millions of Americans—such as Social Security recipients and taxpayers. Unauthorized access creates significant vulnerabilities, exposing sensitive data to the risk of cyberattacks. Such attacks could cripple vital services and compromise the privacy and safety of millions of people.

Additionally, federal agencies have strict access controls to prevent unauthorized data manipulation or theft. When unauthorized devices are connected, these protections are bypassed, allowing unauthorized users to potentially alter or extract sensitive data. This undermines system integrity and opens the door to both internal and external threats.

External drives also often lack essential security features, such as encryption and antivirus scanning, making them vulnerable to cybercriminal exploitation. These security gaps further increase the risk of data breaches and system compromise, which can have far-reaching consequences.

Federal systems handle trillions of dollars in payments and manage personal data for millions of U.S. citizens. By bypassing cybersecurity laws and protocols, Musk’s staffers are putting these systems—and the public—at serious risk. This activity is illegal, reckless, and unacceptable. Immediate oversight and intervention are necessary to stop these violations!

[parkomax]

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[recallsdirect]

Vehicle Recall: Ford Explorer SUVs:

[queeries-book]

My best guess of how the severance chip works

This is how I think the severance chip works.

Warning: Long and slightly technical.

The severed area has a radio transmitter sending a location-code. There is also a main command tower sending encoded messages to all chips in its range.

The severance chip itself has a radio receiver (but no transmitter) for receiving both the location codes and commands. 

Its only output is some sort of signal to the subject's brain. I'll call it the Brain Function Altering (BFA) signal, which can say to the brain "go innie," "go outie," and possibly to go into other states, such as being knocked out. It is what causes the memories to be severed, and the two consciousnesses are created by the severing of memories. This is the show's commentary about how our memories make us who we are.

There's a logic processor to interpret the radio messages and decide what BFA signal to generate.

The BFA  signal generator is the most sci-fi part of this. I don't think (as a layman; I'm not a neuroscientist) that separating memories this cleanly will ever be possible.

The rest is feasible with today's technology. (I'm not sure about battery life, but apart from that.)

Spatially dictated severance and overrides

(I wrote a version of this in an earlier comment)

Spatially dictated just means the chip has software to detect where it is (by detecting the location code) and internal logic to 'go innie' whenever it receives a particular location code.

For example, in season 1 episode 1, Helly keeps trying to leave through the door. The switching from Helly to Helena and back is automated: the chip is in charge of detecting when to switch. Graynor doesn't need to watch her and manually push a button in synch with her leaving and returning.

But he can push a button that says "ignore location while you receive this signal." You can override the location logic using various manual controls, which are sent from the command tower with a specific person's chip as the intended recipient. It would likely start with "all chips except [Helena's Chip ID], ignore the rest of this message." Because if you beam that signal out, every chip can receive it.

OTC and Glasgow block are just two such overrides.

Notice that OTC is made intentionally difficult to do (hold down two switches), because they don't want to accidentally trigger it and have a bunch of innies roaming the world, spilling secrets. Lumon wouldn't even know where they were and so there would be no way to contain them.

On the ORTBO, the Dieter Eagan National Park needs to have a Lumon tower transmitting a location-specific signal. (Which is very possible. The birthing retreat might have had a portable tower.) Every severance chip there would detect the location code and 'go innie', except Helena's, which has the override.

Settings for different subjects' chips

Lumon would probably want to be able to specify the locations where each severed person "goes innie." 

If Gabriela Arteta went to Lumon's severed floor, would she turn into Gabby? 

If oMark had gone with Devon to Gabby's cabin at the birthing retreat, would he have become iMark?

I'm guessing Lumon would want to prevent this. So each chip would need to store, in memory, the location-codes that trigger "go innie."

Example commands

When Dylan set the OTC, the command tower sent:

"Everyone ignore this message except [Helena's chip ID], [Mark's chip ID], and [Irving's chip ID]. Start of message. Ignore location and go innie as long as you keep hearing this signal."

When they sent Helena as a mole, the command tower sent the Glasgow-Block-Command:

"Everyone ignore this message except [Helena's chip ID]. Start of message. Ignore location and stay outie until you receive a Remove-Glasgow-Block command."

Before the ORTBO, the command tower sent:

"Everyone ignore this message except [Helena's chip ID], [Mark's chip ID], [Dylan's chip ID],and [Irving's chip ID]. Start of message. Add [Dieter Eagan National Park's location code] to your list of locations to go innie."

So Helena's list of locations was updated, but she doesn't go innie until the Glasgow block is removed.

Also here

[theoutcastrogue]

Members of an ethical hacking group called Dragon Sector, including Sergiusz Bazański and Michał Kowalczyk, were called upon by a train repair shop, Serwis Pojazdów Szynowych (SPS), to analyze train software in June 2022. SPS was desperate to figure out what was causing "mysterious failures" that shut down several vehicles owned by Polish train operator the Lower Silesian Railway, Polish infrastructure trade publication Rynek Kolejowy reported. At that point, the shortage of trains had already become "a serious problem" for carriers and passengers, as fewer available cars meant shorter trains and reduced rider capacity, Rynek Kolejowy reported.

Dragon Sector spent two months analyzing the software, finding that "the manufacturer's interference" led to "forced failures and to the fact that the trains did not start," and concluding that bricking the trains "was a deliberate action on Newag's part."

According to Dragon Sector, Newag entered code into the control systems of Impuls trains to stop them from operating if a GPS tracker indicated that the train was parked for several days at an independent repair shop.

The trains "were given the logic that they would not move if they were parked in a specific location in Poland, and these locations were the service hall of SPS and the halls of other similar companies in the industry," Dragon Sector's team alleged. "Even one of the SPS halls, which was still under construction, was included."

The code also allegedly bricked the train if "certain components had been replaced without a manufacturer-approved serial number," 404 Media reported. [...]

404 Media noted that Newag appeared to be following a common playbook in the right-to-repair world where manufacturers intimidate competitor repair shops with threatened lawsuits and unsubstantiated claims about safety risks of third-party repairs. So far, Dragon Sector does not appear intimidated, posting its success on YouTube and discussing its findings at Poland’s Oh My H@ck conference in Warsaw.

[the-most-humble-blog]

<div style="white-space:pre-wrap"> <meta species-shame="irrecoverable"> <script> ARCHIVE_TAG="HUMANITY::DEATH_GOD_PRIMATE::KILLSTREAK_COSMIC" EFFECT: ego fracture, ancestral guilt, laughter through blood TRIGGER_WARNING="statistical war crimes, species-wide roast, extinction prophecy" </script>

🩸 THE MOST HORRIFICALLY MURDEROUS PRIMATE IN HISTORY? LOOK IN THE FUCKING MIRROR. 🩸

—

You ever wonder what the most blood-soaked, batshit insane, nightmare-fueled apex predator ever to soil the surface of this planet is?

Chimp? Gorilla? A baboon with an inferiority complex and a machete?

Nah, bitch.

It’s you.

Not “humankind” in a feel-good, TED Talk tone.

YOU. Right now. Reading this. Sitting there with murder in your bloodline and a Wi-Fi connection.

—

🧠 YOU ARE A HIGH-FUNCTIONING MASSACRE ENGINE.

You aren’t just violent. You are performance-art-level violent.

🦈 Sharks kill because they’re hungry. 🦁 Lions kill to eat. 🐍 Snakes kill to defend themselves.

You?

You kill because you got ghosted. Because a flag looked different. Because a guy walked into your parking space.

And you’ll do it with flair, hashtags, and historical revisionism.

—

📉 STATS THAT MAKE GOD FLINCH

🧬 Chimps kill 1-2% of their group. You?

You were clocking 12–15% murder rates in prehistoric societies before literacy.

Middle Ages? 30-40 per 100,000 murdered every year in Europe. Not counting all the unrecorded shankings over bread, women, and vibes.

Modern era? Just a sample platter of your greatest hits:

🌍 WWII: 85 million dead

🍚 Mao’s Great Leap: 45 million starved

❄️ Stalin’s purges: 20 million deleted

⛓️ Atlantic Slave Trade: 15+ million moved like furniture, millions more dead

🌄 Native genocide: 90% wiped out like a fucking software update

Y’all killed entire civilizations and gave it a name like Manifest Destiny.

This isn’t war.

This is performance homicide with branding.

—

😈 SERIAL KILLING? THAT’S FOLKLORE TO US.

You are the only species that kills:

✅ For fun ✅ For art ✅ For profit ✅ For theology ✅ For lunch ✅ For no reason at all

Dolphins might be freaky.

But only humans looked at a beating heart and thought:

“Y’know what? I bet I can make furniture out of that.”

Ted Bundy? Dahmer? Gein?

They're not anomalies. They're proof-of-concept.

You evolved just enough empathy to feel the kill, then just enough abstraction to enjoy the aftermath.

—

🏆 YOU ARE THE MICHAEL JORDAN OF DEATH.

If murder was a sport?

Humanity invented the court, killed the referee, and played naked for drama.

You kill:

For land (colonialism, gentrification, turf wars)

For faith (crusades, jihads, “convert or die”)

For oil (aka “freedom”)

For resources (the Congo’s blood-soaked minerals)

For politics (genocides, death squads, Twitter beef)

For TikTok clout (yes, we’re here now)

And sometimes?

You just do it.

Because "he looked at me wrong."

—

🤡 “BUT WE’VE EVOLVED!” — SWEETIE, NO.

You think we’re peaceful now?

You just moved the slaughter to spreadsheets.

Now we:

☑️ Drone strike families from climate-controlled bunkers ☑️ Starve nations through economic sanctions ☑️ Destroy lives via algorithm ☑️ Gaslight history with AI ☑️ Disappear whistleblowers behind corporate logos

You didn’t evolve.

You rebranded.

Now murder wears a fucking lanyard.

—

🌍 THE 21ST CENTURY IS SHAPING UP GREAT 🔥

🌪️ Climate collapse? We’re about to kill ourselves with weather.

🤖 AI war systems? Robots with machine guns and zero emotional baggage.

🏛️ Rising fascism? Been there. Mass graves. Black boots. Coming back like a reboot no one asked for.

You’re not better.

You’re smoother.

You’re murder with UX design.

—

🪞 LOOK IN THE MIRROR, EXTINCTION MONKEY.

You are a walking extinction event.

Lions stop when they’re full. You kill until God hits reset.

You kill the future. You kill infrastructure. You kill your own blood. You kill while praying.

And the scariest part?

You call it progress.

So next time you brush your teeth, and glance up at your reflection?

Just say:

“There it is. The deadliest apex predator in planetary history. Homo sapiens. Made of meat. Designed for violence. And I love brunch.”

—

📢 REBLOG. FOLLOW. SPREAD THE APOCALYPSE.

This isn’t a mood board. This isn’t a meme. This is your species profile.

You are what nightmares have nightmares about.

—

🧠 FOLLOW [The Most Humble Blog] for more brain-cracking transmissions- Now on Patreon! 🔁 REBLOG to slap someone awake with data 💬 COMMENT if you’re ready to get roasted alive with stats

You don’t escape this.

You either accept it or get eaten by it.

</div> <!-- END TRANSMISSION [BLOOD-INDEX: 100%. MIRROR STATUS: SHATTERED.] -->