#data-driven reasoning

[corporateintel]

Sniff for Myth

The mantra of modern business decision-making is often tied to the basic concept of data-driven reasoning. If you hold a leadership position within an organization, you know that understanding data is a mandate. Data is the foundation for supporting a thesis, building consensus around a point of view, or building an argument for change. Data won’t tell us everything we need to know, and data can…

[motorsportbarbie13]

A Package Deal

In which Lando befriends a single mom without even realizing it.

Warnings: single mom. talk of parental death (no death featured on page), lando being a judgey jerk at first, kinda? Pairing: Lando Norris x SingleMom!Reader Word Count: 5.4k words

Master List

yourusername (private) posted

109 likes liked by yourdad, BFFsarah, McLaren, and others yourusername Work holiday party with my mini me! yourdad my two favorite girls! >>>yourusername thanks dad! <3

The fairy lights that stretched back and forth across the ceiling of the McLaren Technology Center sparkle down at you, a soft glow illuminating the spacious front lobby. Half a dozen 12 foot Christmas trees dot the cavernous room and tables decorated with rich red, green, and silver accents create intimate seating areas throughout. The only things indicating that the offices were home to McLaren's Formula 1 team were the seven or so F1 cars from past and present, all put on display for tonight's party.

The events team had certainly outdone themselves this year, that was for sure. If there was anything the McLaren events team went hard for every single time, it was the MTC's annual family holiday party. This year though, the entire team had extra reason to celebrate: earlier in the month, the team had brought home the Constructor's Championship for the first time in years.

"Momma, where's Aunt Sarah?" Your six year old daughter Stella asks softly, her little hand tucked securely in yours as she looks around, eyes wide in awe at all the decorations.

"I don't know, munchkin." You reply, grinning down at her. "Do you want to see if we can find her?"

Your best friend Sarah was surely already here as she was one of the heads of the events team. She'd been planning this party for months now, the added pressure from the championship win had nearly driven her mad. A quick text is answered even quicker and you lead Stella towards the massive ballroom that sits on the opposite side of the sleek modern building.

As you walk down the hall, the heels of your stilettos clicking softly, you're surprised to be hit with a wave of nostalgia. You'd been working for McLaren for almost two years now, after Sarah had given the head of product development your resume when you graduated uni with a degree in computer science and data analytics. Marshall, the man who ran the department, had offered you a job as a data analyst on the spot when you came into interview the following week. It had all felt like divine intervention, going from getting pregnant so young and having no other choice but to navigate parenthood alone to finding yourself employed within weeks of graduating. McLaren truly felt like your second home now.

"There's my Stelly Belly!" Sarah cries when she sees Stella and you walking towards her. Without a second thought, your daughter drops your hand and flings herself into the waiting arms of your best friend, one of the few adults the little girl trusts enough to open up to.

"Don't you look pretty tonight?" Sarah coos, nuzzling her head into Stella neck, eliciting a squeal and a cascade of giggles from your little girl. "And your mama looks stunning too!"

Rolling your eyes, you smooth down the front of the red satin dress you'd bought last week. "Are you sure it's not too much?"

Your brows knit together in uncertainty. Ever since having Stella at 19, your life had revolved around the little girl. Everything you did and every choice you made was made because of her and with her best interest in mind. Going to university when she was a newborn had been for her benefit and the time spent away from her while you studied and attended classes were paying off now with your secure job and hefty paycheck. But you weren't used to calling attention to yourself, totally content with working behind a computer screen in your quiet office tucked in the back of the MTC. You came to work, socialized very little, and went home to your daughter. This kind of event was very much out of your comfort zone.

"Stop that." Sarah scolds as she sets Stella down. "You look so good you're going have the mechanics breaking their necks all night long."

"Okay, that's enough." You huff.

"Momma, Sarah says there's holiday crafts over there!" Stella points vaguely towards the other side of the room. "Can we go? Please?"

"Of course, sweetheart. Let's go."

"I'll take her!" Sarah volunteers, capturing Stella's little hand in hers before giving you a look. "Go get a drink or something. Have some fun. Stelly Belly and I will go make all the crafts!"

You watch after your best friend and the other half of your heart as they scamper away, Stella's red velvet dress fluttering behind her. Somewhere deep in the pit of your stomach, a painful clenching feeling takes root. For the past six years, your entire universe has revolved around that little blonde headed girl. Even now, though you spent more time apart from Stella than you cared for because of school for her and work for you, whenever she was out of sight it felt like a bit of you was missing.

Once you see her settle at the table right next to Sarah and begin coloring something in front of her, you turn away and wander towards the open bar. If there was one thing McLaren did right at these kinds of parties, it was provide top tier food and drinks for the employees.

You order a glass of what smells like the most heavenly mulled wine you've ever encountered and find a spot away from the crowd, leaning against a pillar in the shadows of the room. You weren't used to being around so many people and while you were glad Stella seemed to be enjoying herself, you could feel your social battery already draining.

"Well, if it isn't my favorite McLaren employee." A smooth voice interrupts your anxious thoughts.

You blush into your glass of wine, knowing who it was sneaking up behind you before you even turned around. "I'm telling Oscar you said that."

Lando slips in beside you, caramel colored cashmere jumper brushing against your bare arm. "You wouldn't dare." He says, bumping your shoulder gently. You can hear the smile in his voice without even looking.

When you say you don't socialize much at work, there is always going to be one exception to that rule: Lando Norris. He had wandered into your office one day about six months ago looking for the legal department of all places. Lando had sheepishly admitted he may have accidentally signed a contract to be the spokesman for a bank in Singapore while drunk on holiday and needed to see what how mad everyone was going to be. You then had to admit you were, in fact, just a software engineer and not a solicitor and he was not, in fact, anywhere near the legal department.

An unlikely friendship had been born that day though because instead of turning around and scampering away out of sheer embarrassment, Lando had plopped himself down in the chair opposite your desk and spent nearly an hour and a half peppering you with questions about your job.

Lando liked those moments he got to slip away during his busy days at the MTC to see you. It seemed like lately, he would find himself carving out time during his day to make a special visit to your office no matter what else he had scheduled that day. He liked the way you talked to him like he was a normal person and how easily you laughed at his jokes. You never made him feel stupid or inferior for asking questions about whatever project you were working on that day and you never asked him about racing. Not once. You were also the prettiest girl he'd ever seen and he was embarrassingly addicted to making you smile.

"You look stunning tonight." Lando says in a hushed voice. "Red is your color."

Although he's next to you still, Lando manages to steal little looks at you out of the corner of his eye. The red dress you've got on tonight should be illegal and it's showing off every dip and curve of your body. You pride yourself on how well you dress at the office but tended to stick with neutral colors and classic, conservative shapes that weren't jarring and allowed you to fade into the noise of a busy office a bit. The red was totally out of character for you and Lando found himself wanting to buy you an entire closet full of colorful dresses.

Your cheeks go crimson and you're thankful for the dim lights that hide it. "Thank you."

The other thing you're not used to is attention from men. Like your social life, any semblance of a dating life had been put on the back burner when you became a single mom. You didn't much miss it, if you were bing quite honest. Spending time with Stella was better than wasting a night on a man that would only end up disappointing you.

So when someone like Lando complimented you on the dress you wore you don't quite know how to react.

"Momma! Momma, look what Auntie Sarah and I made!" Stella interrupts anything that's about to come out of Lando's mouth when she runs up brandishing what looks to be a fairy wand tied with dozens of glittery ribbons.

You crouch down, not missing the way Lando stiffens beside you, and take the plastic wand out of Stella's hand. "Is this a magic wand?" You ask, voice breathy with awe.

"Yeah! Aunt Sarah helped tie the ribbons on after I picked them. They're all glittery and match Elsa's ice queen dress."

You smile, Elsa had always been Stella's favorite Disney princess. "That is so special, Stelly Belly."

A few feet away, Sarah takes in how close you and Lando were before Stella interrupted and smirks. "Come on, Stella. I think I saw a cookie decorating contest starting over by the wands!"

You stand, eyeing your best friend. "I can take her, Sarah. I'm sure you want to mingle."

"Nope! Stay. Talk. Be merry!" Sarah's eyes bounce between you and Lando and your cheeks heat at the implication.

Beside you, Lando rubs at his jaw trying to process the information he's just learned. Momma? This girl, cute as a button, was calling you mom? He rifles through his memory, trying to think of any time you'd ever mentioned being a mom and he can't come up with a single thing. And he's pretty sure he remembers everything you've ever said to him.

"You have a daughter." Lando says it more as a statement than a question and you wince.

This was always the part where you tended to lose people. Being as young as you were, you were used to people being put off by the fact that you had a daughter. A lot of people your age weren't ready for kids yet and had a hard time figuring you out because you had such radically different priorities. Neither set of priorities was better than the other, just different.

"I do. Her name is Stella." You respond, leaning against the pillar once again. The cool marble sends shivers down your back as you prepare to lose someone who had made more of an impact on you than you realized.

"You never said anything about her." He observes, his tone unreadable.

"You never asked." You shrug, trying not to get defensive. "Her pictures are all over my office, Lan. I've never hid the fact that I have Stella."

Lando thinks back, recalling the office he's spent so much time in lately. You're right, of course. There are bits of Stella all over the place in the drawings on your desk to the school picture that sits near the spider plant close to the window. But somehow Lando had never noticed anything else other than you.

He rubs at the back of his neck, "I guess I just assumed she was your niece or something."

"Nope. She's all mine."

"And her dad?" The moment the question slips from Lando's mouth, he regrets it. His eyes shutter closed but not before he catches a glimpse of the way you flinch.

He hates himself for thinking he deserves to be privy to this information. For being so bold as to ask for the sordid details of your life when all you are to each other is a casual work flirtation. He hates himself for implying that you'd ever flirt with him when there was someone else in the picture. Or worse, that you now have to relive a painful story behind why there wasn't.

"You don't have to answer that." God, he was so good at speaking before thinking, wasn't he? It had gotten him into so much hot water with the press this year during the championship run and here he was again, putting his foot in his mouth like an idiot.

"It's fine." You sigh, knowing that anyone who wants to be in your life is going to have to hear the story at some point. You just hadn't anticipated it happening with Lando, having been perfectly content with the safety of your innocent work flirtation.

"I had Stella when I was 19, her dad was killed in a car accident when she was eight months old. She turned six in September.”

The silence that stretches between you is heavy, clashing with the light and festive mood that swirls around you.

"Christ. I'm sorry, love."

You hate how painful that tugging sensation on your heart is when Lando calls you 'love'.

Shrugging, you hope you feign nonchalance well enough to fool him. You know it doesn’t.

“Listen, I should go check on Sarah and Stella, make sure Stella doesn't sweet talk Sarah into a puppy or something. Those two together is how I ended up with a kitten last year."

The brightness in your voice is all for show but Lando sees right through it.

You're gone before he can get a word in though.

yourusername (private) posted

102 likes liked by BFFsarah, yourdad, yoursister, and others yourusername Quick trip into London for some last minute pressies! yourdad I'm a size Rolex in silver and gold please! >>>yourusername Ha Ha Ha, very funny father BFFsarah Brave brave girl! >>>yourusername brave or stupid, you decide!!!

"Come on, sweet girl, let's find your Papa a Christmas present so we can get out of this mad house."

You tug at Stella's hand, who was currently practically drooling over a display of sparkly gold and diamond jewelry in Harrods jewelry department. Around you, crowds swirl and people jostle each other as they all hustle to pick out their precious gifts before Santa's big night. Why you had chosen to come into London the weekend before Christmas was a mystery, but you were fully convinced that you had lost it when you had agreed to come to Harrods at Stella's request.

"But this necklace is so pretty, Momma!" Stella whines, eyes dragging over the diamond necklace on display in front of her.

"Yes, I know but I don't think your grandpa wants a diamond necklace for Christmas. Let's go up to the fifth floor where the kitchen gadgets are! You know how much he loves to cook!"

Stella rolls her eyes, which you choose to ignore. For all of her attitude today, Stella wasn't usually an ornery child. She was very well behaved and quite reserved so you gave her extra grace when it was crowded and loud like this. You knew she got overstimulated easily, just like you did.

"Fine." She sighs, casting one last longing look at the display. "Maybe Santa will bring me the necklace." She mutters and you have to tamp down a laugh.

You take Stella's hand in yours, despite her giving you another look of contempt. She was much too big of a girl to be holding her mother's hand, thank you very much. You ignored the glare and squeezed at your daughter's hand, knowing that she's not really angry at you.

Up on the fifth floor, the homewares section is significantly quieter than where you just were. Stella spots a display of colorful Kitchen Aid mixers that she scampers over to while you wander over to the espresso machines while reminding her to stick close. Out of the corner of your eye, you keep watch over her while debating the merits of different coffee machines.

"Well, if it isn't my favorite McLaren employee out in the wild." A velvety smooth voice sends familiar shivers down your spine.

"Favorite? You've been avoiding me since the holiday party." You quip without taking your eyes off the silver machine in front of you, knowing exactly who it is beside you without even looking.

Ever since the holiday party nearly two weeks ago, you hand't seen Lando at all despite knowing that he was at the MTC at least a few days. You hated that you knew that most of that time he had been out of the country, skiing in France then golfing in Spain. You also hated that you kept track of the amount of times you had known he was in Woking at the MTC and hadn't even bothered to stop in and say 'hi' to you.

Lando's hand rubs at the back of his neck. "I know. I'm sorry." His voice is low, tinged with guilt.

"Listen, it's fine." You turn to face him for the first time and your traitorous heart thuds a little harder in your chest. That mullet you teased him about so much at first had really grown on you and boy did it look good today.

"It's not like we're friends, Lando." You don't work as hard as you probably should to keep the frustration out of your voice. "You don't owe me anything and it's the off season for you. I shouldn't have said anything."

Lando frowns at you, confusion knitting his brow together. "We...we aren’t friends?" The hurt in his voice was unmistakable, tugging painfully at something in the pit of your stomach.

Your eyes shutter close at the look on his face. Lando might play the lovable goofball for the public and in the press but you knew better. You knew that he was a pretty big softie at heart and you immediately regretted your words, knowing that they would have struck him deep.

"What was I supposed to think, Lan? You seemed pretty put off when you found out about Stella and then you just..." You pause, unsure of where this anger was coming from. You hadn't really realized how hurt you had bene by his sudden ghosting until this very moment. "You just sort of disappeared. It's fine. I'm totally used to it."

The vulnerability in your voice makes Lando's heart clench painfully. He had been spooked initially about you having a daughter and he knew his reaction probably left a lot to be desired. He just had been so blindsided by the appearance of your little girl that night that he hadn't handled it well. Lando had been unwilling to admit before that night during the holiday party that he had been becoming more and more attached to you and he didn't know where Stella fell into place between you and him. It scared him, adding an entirely new layer to the budding friendship that you two had struck up. A friendship that he had been wanting to see if it could have progressed into more but now...now he didn't know.

"Momma, can we get Papa a mixer so he can make me more cakes next year?" Stella's small voice interrupts that awkward silence that had fallen between you and Lando.

You can't help the chuckle that leaves your lips despite yourself. "Stella, I don't think that's a very good reason to gift someone something."

"I don't know, sounds like solid reasoning to me." Lando chimes in, smile tugging at the corner of his mouth as he looks down at Stella. "Hi, I'm Lando." He crouches down so he's eye level with your daughter.

"That's a funny name." Stella regards Lando with a suspicious look. Stella is a quiet little mouse of a child most of the time and doesn't easily trust adults. There are very few people she's comfortable which is why her comment catches you off guard.

"Stella!" You scold, face going crimson at the lack of filter on her.

To your relief, Lando just chuckles. "I guess you're right, it is kind of a funny name. But I think Stella is a funny name too."

Stella' narrows her eyes but then she seems to realize he's just teasing her and she smiles. "I like you." She declares simply, as if deciding to be Lando's friend is the easiest thing in the world.

A fact that you already know is true.

"I'm hungry. Can we go get dinner now?" Stella turns back to you now and you startle a bit when you realize what time it is.

"Let me take you two to dinner. There's a place down the street that has some of the best chicken nuggets in all of England." Lando's offer throws you off for a moment you're so surprised. "As an apology for making you question our friendship."

Stella gasps as if that is the most exciting suggestion she's ever heard in her life. Your stomach does a quick swoop at spending more time with the driver outside of the office. You are a bit hesitant, pride still stinging from when he ignored you after the holiday party, but Stella looks so excited you find yourself nodding.

Twenty minutes and one espresso machine later, you have the giant package shipped off to your house before walking towards a cozy pub that Lando suggests. It's strange to you, walking down the crowded streets with Stella tucked between you and Lando, listening to her prattle away. Once in a while, Lando shoots you a look over the top of your daughter's head that is all amusement and happiness.

Meanwhile, you're reduced to silence, listening in awe to Stella's babbling. She has always been a reserved little girl, following in her mother's footsteps of being an introvert. She doesn't open up to just anyone and even when she does find an adult she likes, it takes her quite a bit of time to talk to them the way she's talking to Lando as he navigates the three of you towards your destination.

Around you, people bustle up and down the sidewalk, the streets of London an absolute hive of activity and it's a bit overwhelming. You're momentarily worried about Stella, knowing she doesn't do very good in crowds just like you but then something catches your eye that has your heart leaping into your throat. Captured in Lando's large hand is Stella's tiny one, a silent gesture of affection from your six-year-old. The way your chest squeezes at the sight has tears pricking at the corner of your eyes.

Lando catches the look on your face, full of awe and something else he can't quite place, and when your gaze snags on his moments later he gives you a dazzling smile. When Stella had reached out to take Lando's hand a few blocks ago, he had panicked a bit. He wasn't too experienced with kids, his niece’s being much younger than Stella, but he felt something deep in his chest that told him when the little girl beside him reached for his hand, it was a sincere sign of trust from her.

"Here we are." Lando says once you're safely across the road. "I hope you're ready for the best chicken nuggets in all of London."

Dinner is a loud affair, Stella peppering questions left and right to Lando and Lando expertly fielding them. He even gets some questions in edgewise and has both you and Stella laughing the entire meal. It's the most relaxed Lando's seen you the entire time he's known you. Despite his initial reservations at spending time with someone who has a child, he finds himself not wanting the evening to end. He's never been so thankful for last minute gift requests in his entire life.

Your bellies are full when you spill out onto the sidewalk, the chilly London air biting at your cheeks. It was going to be a cold train ride home. You reach into your tote bag to pull out a scarf and hat, tugging both on Stella despite her yowls of displeasure.

"Stella." You sigh, finally getting her to leave her hat on her head after a tense few moments as Lando watched on, smile sitting at the edge of his lips. "Come on, it's cold tonight and you know the train isn't much better."

"Train?" Lando asks, frown appearing on his face.

"We took the train into the city today. Someone wanted an adventure." You look pointedly at your daughter, who just shrugs, totally unfazed by the chilly evening air.

"That's like, a forty-five minute trip! On the train? At night? Alone?"

Something twists in Lando's stomach at the thought of you and Stella all alone on the train at night. He knows the trains are, objectively, safe and you'd probably be fine but it just doesn't sit right with him knowing that he'd have to leave both of you at a train station unable to be with you in case something happened.

"I know." You breathe, knowing that the moment Stella sits down on the train she's going to be out like a light and you're going to have a very grumpy six-year-old on your hands on the other end of the line. "I don't have a choice, I'm not ordering an Uber home. It'll be fine, Lando. We do this all the time."

The thought of you navigating the crowded train alone with the tiny wisp of a girl that tucked her hand back into his as soon as she got close enough to him hurts a surprising amount. It's a jarring feeling, one that he's totally unprepared for. His memory darts back to the night he found out you had a daughter. He thought for sure the budding chemistry between you would fizzle out. He had thought that he wasn't interested in getting involved with someone who had a child because it complicated things to a degree he wasn't sure he was ready for. He still struggled with looking after himself successfully sometimes. Dating someone with a child? Up until this very moment, Lando thought that was completely off the table.

"You're not taking the train home. I'll drive you." Lando's voice has an edge of finality in it that tells you this is going to be a fight, one that you're not sure you're prepared to fight.

You blink up at him, unable to form a response for several moments. Beside you, Stella cheers. "Yes! No boring train!"

"Woah, slow down." You warn, shaking your head. "Lando, I appreciate the offer but we can't." Stella looks absolutely crestfallen next to you as she yanks her hand out of Lando's grasp and crosses her arms over her chest.

"Why not?" Lando's frown mirrors Stella's and you nearly laugh.

Beside the fact that he couldn't stand the thought of you on the train by yourself with Stella this late at night, Lando didn't really want the night to end. He had sat across from you at dinner and there were several moments while Stella chattered on that he caught your gaze and you had given him the most prettiest smile he'd ever seen.

"Well, for one, Stella needs a booster seat to ride in a car and I don't think those come standard in Ferrari's or McLaren's."

"For the record, I drove my Range Rover into the city." Lando retorts before glancing around the crowded city street. "Look! There's a Mamas & Papas across the street! That's where my brother got my niece’s carseat a few months ago. I'm sure they sell booster seats too."

You can't help but stare at Lando, a bit dumbfounded. When you had started getting to know the driver months ago, you had what you had thought was a pretty accurate idea of who he was off the track: young, sinfully good looking, deeply unserious, and only interested in partying and having a good time. But voluntarily spending an evening with you and your daughter? Offering to buy Stella a booster so he could drive you home? The way Lando surprised you in that moment had you swaying on your feet a bit.

"Can we, Momma? Please! I want to drive home with Lando!"

There are two sets of big puppy dog eyes turned on you and you find yourself tossing your hands up in the air in defeat. "That's not fair! You two can't team up against me!"

Lando looks down at Stella, mischievous grin overtaking his handsome face. "I think we won, Stelly Belly." He shout-whispers, eyes sliding over to you, giving you a wink.

"You two are going to be trouble together, aren't you?" Is the last thing you say before Lando grabs your hand and drags you towards the shop to buy your daughter a booster seat.

Tag List: @shelbyteller @formulaal @martygraciesversion381 @stelena-klayley @dark-night-sky-99 @luckylampzonkland @chlmtfilms @aykxz98 @forensicheart @cheer-bear-go-vroom @lieutenantchaos @willowsnook @sltwins @linnygirl09 @meglouise00 @mixedstyles @strawberryy-kiwii @secret-agents-stole-my-bunnies @mrosales16 @charlesgirl16 @leclercdream @eloriis @daemyratwst @dramaticpiratellamas @mochimommy2002 @bibissparkles @llando4norris @chelseyyouraverageluigi @iamaunknownsecret @maxivstappen @imlonelydontsendhelp @nina-or-anna-or-nora @a1leexxa @littlegrapejuice @sunflowervol18 @freyathehuntress @finn-dot-com @swiftie-4-lifes-stuff @chirasama @lauralarsen @dr3wstarkey @saskiaalonso

(As always if you want to be added or removed, send me a message!! ❤️)

[cloudestoreshop-blog]

5 أسباب جيدة لتعلم علوم البيانات في عام 2023

في السنوات الأخيرة ، برز علم البيانات كواحد من أكثر التخصصات المرغوبة ، ومن المرجح أن تتوسع أهميته فقط في عام 2023. مع تزايد الرقمنة للمؤسسات وتوافر كميات كبيرة من البيانات ، لم يكن هناك طلب أكبر على الأشخاص الذين يمكنهم فهم هذه البيانات واستخلاص رؤى مهمة. لاستخراج معلومات مفيدة من البيانات ودفع عملية صنع القرار المستندة إلى البيانات ، يجمع علم البيانات بين تخصصات متعددة مثل الإحصاء والرياضيات…

[mostlysignssomeportents]

Bossware is unfair (in the legal sense, too)

You can get into a lot of trouble by assuming that rich people know what they're doing. For example, might assume that ad-tech works – bypassing peoples' critical faculties, reaching inside their minds and brainwashing them with Big Data insights, because if that's not what's happening, then why would rich people pour billions into those ads?

https://pluralistic.net/2020/12/06/surveillance-tulip-bulbs/#adtech-bubble

You might assume that private equity looters make their investors rich, because otherwise, why would rich people hand over trillions for them to play with?

https://thenextrecession.wordpress.com/2024/11/19/private-equity-vampire-capital/

The truth is, rich people are suckers like the rest of us. If anything, succeeding once or twice makes you an even bigger mark, with a sense of your own infallibility that inflates to fill the bubble your yes-men seal you inside of.

Rich people fall for scams just like you and me. Anyone can be a mark. I was:

https://pluralistic.net/2024/02/05/cyber-dunning-kruger/#swiss-cheese-security

But though rich people can fall for scams the same way you and I do, the way those scams play out is very different when the marks are wealthy. As Keynes had it, "The market can remain irrational longer than you can remain solvent." When the marks are rich (or worse, super-rich), they can be played for much longer before they go bust, creating the appearance of solidity.

Noted Keynesian John Kenneth Galbraith had his own thoughts on this. Galbraith coined the term "bezzle" to describe "the magic interval when a confidence trickster knows he has the money he has appropriated but the victim does not yet understand that he has lost it." In that magic interval, everyone feels better off: the mark thinks he's up, and the con artist knows he's up.

Rich marks have looong bezzles. Empirically incorrect ideas grounded in the most outrageous superstition and junk science can take over whole sections of your life, simply because a rich person – or rich people – are convinced that they're good for you.

Take "scientific management." In the early 20th century, the con artist Frederick Taylor convinced rich industrialists that he could increase their workers' productivity through a kind of caliper-and-stopwatch driven choreographry:

https://pluralistic.net/2022/08/21/great-taylors-ghost/#solidarity-or-bust

Taylor and his army of labcoated sadists perched at the elbows of factory workers (whom Taylor referred to as "stupid," "mentally sluggish," and as "an ox") and scripted their motions to a fare-the-well, transforming their work into a kind of kabuki of obedience. They weren't more efficient, but they looked smart, like obedient robots, and this made their bosses happy. The bosses shelled out fortunes for Taylor's services, even though the workers who followed his prescriptions were less efficient and generated fewer profits. Bosses were so dazzled by the spectacle of a factory floor of crisply moving people interfacing with crisply working machines that they failed to understand that they were losing money on the whole business.

To the extent they noticed that their revenues were declining after implementing Taylorism, they assumed that this was because they needed more scientific management. Taylor had a sweet con: the worse his advice performed, the more reasons their were to pay him for more advice.

Taylorism is a perfect con to run on the wealthy and powerful. It feeds into their prejudice and mistrust of their workers, and into their misplaced confidence in their own ability to understand their workers' jobs better than their workers do. There's always a long dollar to be made playing the "scientific management" con.

Today, there's an app for that. "Bossware" is a class of technology that monitors and disciplines workers, and it was supercharged by the pandemic and the rise of work-from-home. Combine bossware with work-from-home and your boss gets to control your life even when in your own place – "work from home" becomes "live at work":

https://pluralistic.net/2021/02/24/gwb-rumsfeld-monsters/#bossware

Gig workers are at the white-hot center of bossware. Gig work promises "be your own boss," but bossware puts a Taylorist caliper wielder into your phone, monitoring and disciplining you as you drive your wn car around delivering parcels or picking up passengers.

In automation terms, a worker hitched to an app this way is a "reverse centaur." Automation theorists call a human augmented by a machine a "centaur" – a human head supported by a machine's tireless and strong body. A "reverse centaur" is a machine augmented by a human – like the Amazon delivery driver whose app goads them to make inhuman delivery quotas while punishing them for looking in the "wrong" direction or even singing along with the radio:

https://pluralistic.net/2024/08/02/despotism-on-demand/#virtual-whips

Bossware pre-dates the current AI bubble, but AI mania has supercharged it. AI pumpers insist that AI can do things it positively cannot do – rolling out an "autonomous robot" that turns out to be a guy in a robot suit, say – and rich people are groomed to buy the services of "AI-powered" bossware:

https://pluralistic.net/2024/01/29/pay-no-attention/#to-the-little-man-behind-the-curtain

For an AI scammer like Elon Musk or Sam Altman, the fact that an AI can't do your job is irrelevant. From a business perspective, the only thing that matters is whether a salesperson can convince your boss that an AI can do your job – whether or not that's true:

https://pluralistic.net/2024/07/25/accountability-sinks/#work-harder-not-smarter

The fact that AI can't do your job, but that your boss can be convinced to fire you and replace you with the AI that can't do your job, is the central fact of the 21st century labor market. AI has created a world of "algorithmic management" where humans are demoted to reverse centaurs, monitored and bossed about by an app.

The techbro's overwhelming conceit is that nothing is a crime, so long as you do it with an app. Just as fintech is designed to be a bank that's exempt from banking regulations, the gig economy is meant to be a workplace that's exempt from labor law. But this wheeze is transparent, and easily pierced by enforcers, so long as those enforcers want to do their jobs. One such enforcer is Alvaro Bedoya, an FTC commissioner with a keen interest in antitrust's relationship to labor protection.

Bedoya understands that antitrust has a checkered history when it comes to labor. As he's written, the history of antitrust is a series of incidents in which Congress revised the law to make it clear that forming a union was not the same thing as forming a cartel, only to be ignored by boss-friendly judges:

https://pluralistic.net/2023/04/14/aiming-at-dollars/#not-men

Bedoya is no mere historian. He's an FTC Commissioner, one of the most powerful regulators in the world, and he's profoundly interested in using that power to help workers, especially gig workers, whose misery starts with systemic, wide-scale misclassification as contractors:

https://pluralistic.net/2024/02/02/upward-redistribution/

In a new speech to NYU's Wagner School of Public Service, Bedoya argues that the FTC's existing authority allows it to crack down on algorithmic management – that is, algorithmic management is illegal, even if you break the law with an app:

https://www.ftc.gov/system/files/ftc_gov/pdf/bedoya-remarks-unfairness-in-workplace-surveillance-and-automated-management.pdf

Bedoya starts with a delightful analogy to The Hawtch-Hawtch, a mythical town from a Dr Seuss poem. The Hawtch-Hawtch economy is based on beekeeping, and the Hawtchers develop an overwhelming obsession with their bee's laziness, and determine to wring more work (and more honey) out of him. So they appoint a "bee-watcher." But the bee doesn't produce any more honey, which leads the Hawtchers to suspect their bee-watcher might be sleeping on the job, so they hire a bee-watcher-watcher. When that doesn't work, they hire a bee-watcher-watcher-watcher, and so on and on.

For gig workers, it's bee-watchers all the way down. Call center workers are subjected to "AI" video monitoring, and "AI" voice monitoring that purports to measure their empathy. Another AI times their calls. Two more AIs analyze the "sentiment" of the calls and the success of workers in meeting arbitrary metrics. On average, a call-center worker is subjected to five forms of bossware, which stand at their shoulders, marking them down and brooking no debate.

For example, when an experienced call center operator fielded a call from a customer with a flooded house who wanted to know why no one from her boss's repair plan system had come out to address the flooding, the operator was punished by the AI for failing to try to sell the customer a repair plan. There was no way for the operator to protest that the customer had a repair plan already, and had called to complain about it.

Workers report being sickened by this kind of surveillance, literally – stressed to the point of nausea and insomnia. Ironically, one of the most pervasive sources of automation-driven sickness are the "AI wellness" apps that bosses are sold by AI hucksters:

https://pluralistic.net/2024/03/15/wellness-taylorism/#sick-of-spying

The FTC has broad authority to block "unfair trade practices," and Bedoya builds the case that this is an unfair trade practice. Proving an unfair trade practice is a three-part test: a practice is unfair if it causes "substantial injury," can't be "reasonably avoided," and isn't outweighed by a "countervailing benefit." In his speech, Bedoya makes the case that algorithmic management satisfies all three steps and is thus illegal.

On the question of "substantial injury," Bedoya describes the workday of warehouse workers working for ecommerce sites. He describes one worker who is monitored by an AI that requires him to pick and drop an object off a moving belt every 10 seconds, for ten hours per day. The worker's performance is tracked by a leaderboard, and supervisors punish and scold workers who don't make quota, and the algorithm auto-fires if you fail to meet it.

Under those conditions, it was only a matter of time until the worker experienced injuries to two of his discs and was permanently disabled, with the company being found 100% responsible for this injury. OSHA found a "direct connection" between the algorithm and the injury. No wonder warehouses sport vending machines that sell painkillers rather than sodas. It's clear that algorithmic management leads to "substantial injury."

What about "reasonably avoidable?" Can workers avoid the harms of algorithmic management? Bedoya describes the experience of NYC rideshare drivers who attended a round-table with him. The drivers describe logging tens of thousands of successful rides for the apps they work for, on promise of "being their own boss." But then the apps start randomly suspending them, telling them they aren't eligible to book a ride for hours at a time, sending them across town to serve an underserved area and still suspending them. Drivers who stop for coffee or a pee are locked out of the apps for hours as punishment, and so drive 12-hour shifts without a single break, in hopes of pleasing the inscrutable, high-handed app.

All this, as drivers' pay is falling and their credit card debts are mounting. No one will explain to drivers how their pay is determined, though the legal scholar Veena Dubal's work on "algorithmic wage discrimination" reveals that rideshare apps temporarily increase the pay of drivers who refuse rides, only to lower it again once they're back behind the wheel:

https://pluralistic.net/2023/04/12/algorithmic-wage-discrimination/#fishers-of-men

This is like the pit boss who gives a losing gambler some freebies to lure them back to the table, over and over, until they're broke. No wonder they call this a "casino mechanic." There's only two major rideshare apps, and they both use the same high-handed tactics. For Bedoya, this satisfies the second test for an "unfair practice" – it can't be reasonably avoided. If you drive rideshare, you're trapped by the harmful conduct.

The final prong of the "unfair practice" test is whether the conduct has "countervailing value" that makes up for this harm.

To address this, Bedoya goes back to the call center, where operators' performance is assessed by "Speech Emotion Recognition" algorithms, a psuedoscientific hoax that purports to be able to determine your emotions from your voice. These SERs don't work – for example, they might interpret a customer's laughter as anger. But they fail differently for different kinds of workers: workers with accents – from the American south, or the Philippines – attract more disapprobation from the AI. Half of all call center workers are monitored by SERs, and a quarter of workers have SERs scoring them "constantly."

Bossware AIs also produce transcripts of these workers' calls, but workers with accents find them "riddled with errors." These are consequential errors, since their bosses assess their performance based on the transcripts, and yet another AI produces automated work scores based on them.

In other words, algorithmic management is a procession of bee-watchers, bee-watcher-watchers, and bee-watcher-watcher-watchers, stretching to infinity. It's junk science. It's not producing better call center workers. It's producing arbitrary punishments, often against the best workers in the call center.

There is no "countervailing benefit" to offset the unavoidable substantial injury of life under algorithmic management. In other words, algorithmic management fails all three prongs of the "unfair practice" test, and it's illegal.

What should we do about it? Bedoya builds the case for the FTC acting on workers' behalf under its "unfair practice" authority, but he also points out that the lack of worker privacy is at the root of this hellscape of algorithmic management.

He's right. The last major update Congress made to US privacy law was in 1988, when they banned video-store clerks from telling the newspapers which VHS cassettes you rented. The US is long overdue for a new privacy regime, and workers under algorithmic management are part of a broad coalition that's closer than ever to making that happen:

https://pluralistic.net/2023/12/06/privacy-first/#but-not-just-privacy

Workers should have the right to know which of their data is being collected, who it's being shared by, and how it's being used. We all should have that right. That's what the actors' strike was partly motivated by: actors who were being ordered to wear mocap suits to produce data that could be used to produce a digital double of them, "training their replacement," but the replacement was a deepfake.

With a Trump administration on the horizon, the future of the FTC is in doubt. But the coalition for a new privacy law includes many of Trumpland's most powerful blocs – like Jan 6 rioters whose location was swept up by Google and handed over to the FBI. A strong privacy law would protect their Fourth Amendment rights – but also the rights of BLM protesters who experienced this far more often, and with far worse consequences, than the insurrectionists.

The "we do it with an app, so it's not illegal" ruse is wearing thinner by the day. When you have a boss for an app, your real boss gets an accountability sink, a convenient scapegoat that can be blamed for your misery.

The fact that this makes you worse at your job, that it loses your boss money, is no guarantee that you will be spared. Rich people make great marks, and they can remain irrational longer than you can remain solvent. Markets won't solve this one – but worker power can.

Image: Cryteria (modified) https://commons.wikimedia.org/wiki/File:HAL9000.svg

CC BY 3.0 https://creativecommons.org/licenses/by/3.0/deed.en

[datapacks]

Snapshot 25w02a

Mostly just summarizing this from the article on minecraft.net, but:

New pigs. There are now cold and warm pigs!

New "pink petals" style blocks, for leaves on the ground as well as a new "wildflower" yellow flower.

Leaf piles can be made from smelting leaves, and can be used as a fuel source.

All leaf blocks now generate particles under them.

Yes that includes, for some reason, spruce leaves. They all also share a texture, tinted differently based on biome tint, seemingly.

The new pigs babies are based on the parents, not the biome.

Lodestones have a new crafting recipe, using iron instead of netherite! This makes them much more obtainable.

New sounds for iron blocks.

Zombified Piglins nerfed for farms heavily, must be killed by players.

Farm animals can spawn in badlands!

Bubble columns more optimized.

The pale gardens are now larger, and can generate woodland mansions!

Creakings can be nametagged, making them persist during the day! Apparently, if they're stuck with a player, they will still despawn, as well as if they get too far away from their heart, but still a nice change. Nametagged creakings are still resistant to damage and such too.

Creaking Hearts now have a new texture during the day.

The creaking heart & eye blossoms now use fixed time, as opposed to being effected by the weather / dimension brightness.

These are all the changes that most players will be excited about, but I'm going to put the more technical stuff that I usually focus on in a readmore so I can get this out sooner!

THE PIGS ARE DATA-DRIVEN. YOU CAN ADD YOUR OWN PIGS.

Tamed animals can now be owned by other entities than players.

Text components now use SNBT instead of JSON. This might have some neat ramifications, but we'll see. Might make text components more powerful, like variable text in books.

Fill / Clone / Setblock commands can now surpress block updates, giving massive new options to builders who use commands.

New "weapon" item component, makes making weapons easier than before, + shield negating can be applied to any item now with this data change.

"potion_duration_scale" component, which heavily hints that we may finally be getting data-driven potions very soon. This is basically how the game would normally handle "extend this potion, make it shorter if its a splash potion, shorter even more if its a tipped arrow"

"tool" component, allows players to specify whether a tool should be able to break blocks in creative mode, like how swords cannot.

[probablyasocialecologist]

Tesla has made Autopilot a standard feature in its cars, and more recently, rolled out a more ambitious “Full Self-Driving” (FSD) systems to hundreds of thousands of its vehicles. Now we learn from an analysis of National Highway Traffic Safety Administration (NHTSA) data conducted by The Washington Post that those systems, particularly FSD, are associated with dramatically more crashes than previously thought. Thanks to a 2021 regulation, automakers must disclose data about crashes involving self-driving or driver assistance technology. Since that time, Tesla has racked up at least 736 such crashes, causing 17 fatalities. This technology never should have been allowed on the road, and regulators should be taking a much harder look at driver assistance features in general, requiring manufacturers to prove that they actually improve safety, rather than trusting the word of a duplicitous oligarch. The primary defense of FSD is the tech utopian assumption that whatever its problems, it cannot possibly be worse than human drivers. Tesla has claimed that the FSD crash rate is one-fifth that of human drivers, and Musk has argued that it’s therefore morally obligatory to use it: “At the point of which you believe that adding autonomy reduces injury and death, I think you have a moral obligation to deploy it even though you’re going to get sued and blamed by a lot of people.” Yet if Musk’s own data about the usage of FSD are at all accurate, this cannot possibly be true. Back in April, he claimed that there have been 150 million miles driven with FSD on an investor call, a reasonable figure given that would be just 375 miles for each of the 400,000 cars with the technology. Assuming that all these crashes involved FSD—a plausible guess given that FSD has been dramatically expanded over the last year, and two-thirds of the crashes in the data have happened during that time—that implies a fatal accident rate of 11.3 deaths per 100 million miles traveled. The overall fatal accident rate for auto travel, according to NHTSA, was 1.35 deaths per 100 million miles traveled in 2022. In other words, Tesla’s FSD system is likely on the order of ten times more dangerous at driving than humans.

[otakubimbo]

Don't Lose Control

Miguel x F!Reader

Plot w/ porn.

My legally required sex pollen fic as a fanfic writer. @safixiovi requested Miguel so here we are.

You and Miguel are on a mission together and nothing is going right. Your tech is all messed up and now it seems Miguel has gotten sick from something. He felt as if he was losing control of himself.

OB Sticky: I wrote this with one hand in my pants so excuse any grammatical errors and definitely not proofread. Also writing smut make me so embarrassed so if you hate it, don't. <3 Reblogs and Likes welcome, requests are still open.

masterlist

Confusion was written all over your face as you looked at the data on your computer in the universe you and Miguel were in currently. You had been working on tech to detect fluctuations in the multi-verse that could detect where anomalies would appear before they did. It had been doing well for the last few weeks, you were able to detect the appearance of an anomaly in three separate universes. So, the confusion now came with the fact that the monitor was detecting two fluctuations in the universe you were currently in, but nothing was showing up. The two of y’all had separated, you went to check out one of the fluctuations and he went to the other. But nothing, nothing was there in the area that read the fluctuations.

You groan out in the abandoned building that you were in, frustrated at the lack of any appearances.

“It was working so well, what the hell?” You grumble to yourself, typing in code strings into your computer trying to see if you can recalibrate the device that it was connected to get a more accurate reading. As your frustrations grew, your watch started going off for an incoming call. You answer it in hopes that at least on his end there was at least a sighting on his end.

“I’m in a damn field and not a single sight of anything but clouds of pollen.” Miguel’s digital image huffs at you. You groan, rubbing your face in irritation.

“Let’s fucking call it then and find somewhere to stay tonight or whatever.” You say abruptly hanging up on him. He would be able to find you, you knew that, and you didn’t really have the energy to hear his complaints about your tech or whatever he had to say.

Meanwhile, with Miguel.

You really hung up on him, in his face when it was your idea to have the both of you out here testing out your tech. Jess was left in charge while the two of you were gone but still, you had insisted and yet there was nothing here and the two of y’all had been at this investigation all day.  He cursed in Spanish as he coughed from all the pollen he was inhaling. It was everywhere, irritating his throat, eyes, and skin. It wasn’t even that he was frustrated your tech was having what seemed to be issues, it was that you insisted on checking things out separately when he figured the whole reason you wanted him here was to do this mission together, with each other. He had grown accustomed to your presence, to your voice, to your smile. It was all while you were figuring out the mechanics of this new tech of yours. To a certain extent, he was always fond of you, he had found you brilliant, driven, and innovative, one of the few spiders he could tolerate. But things started to change when you came up with the idea for this tech, the glittering in your eyes as you made strides on it. Every new aspect you brought to him, you picked his brain late into the night. The time the two of you spent together increased over the months and he realized that he really enjoyed your company. You brought a certain type of peace to him that he never thought he would get before, he actually started going to sleep more at night because he would make you go to bed which you wouldn’t unless he agreed to also. The two of you had got as close as someone could to Miguel.

Miguel cursed again as he felt his body heating up as he went to the directions you sent him for where the two of you would be spending the night he figured. He assumed he just needed to get whatever was in that field off of him and he would be fine after that. When he found you in the crowded lobby of the hotel, you looked irritated but so damn sexy.

Wait.

Where was his mind going right then? He would have to be blind not to realize that you were attractive. Of course, he acknowledged that about you, almost every spider has mentioned it since the day you joined. But the way you looked right now, drive a man to sin. Your curls were down for once, edges slightly sweated out, your skin held a red tone which made your brown skin glow slightly. It was obvious that you were frustrated with the way your nose crinkled making your nose hoop push up slightly on your face. The way your arms were crossed against your chest pushed your breasts up in a way that had them almost spilling out the top of your tank top, the sight going straight to his dick. His breathing started getting heavy as he gazed at you and then finally caught your eye, having you quickly walk towards him realizing how much of a sway to your hips there is when you walk had him feeling parched.  

“O’Hara, we have a problem” You start as you let out an exasperated breath looking up at him. This is when you notice his appearance, he is red, EXTREMELY RED, looking as if he just took on several baddies right before getting there. 

“Is everything okay?” concern is written all over your face as you gaze up at him, lips slightly parted and all Miguel could think about is what they would look like wrapped around his-----. His thoughts were cut off by you calling his name.

“Yeah, I’m fine, that stupid pollen is just all over me. Irritating” He brushes your concerns off saying a few curses in Spanish.

“Okay, well, they only had one room available because apparently there’s some sort of festival going on and I got the last room that was available at like any hotel.” You say as you shift your bag on your shoulder, which takes Miguel's focus back to your chest. The silver chain around your neck sits right above your cleavage. All he could think about was how high would it bounce if you were to ride his---

Again his thoughts were cut off by your voice.

“Alright, let's just get you to the room so you can get whatever is on you off and I can do some work.” You say as you grab his arm, dragging him to the elevators so you can get to your shared room. You didn’t have any clue what was wrong with Miguel, he never usually seemed so zoned out but you assumed whatever the field he was in was affecting him and his focus. His powers were different than other spiders, so you could figure that it was probably a chemical from their plants that was messing with him. You would have to send it off for some tests to see what it could be.

Once in the room, you tell Miguel to go ahead and use the shower to get himself together after you grab a sample of what was on him to send to Lyla.

“Hey Ly, can you analyze this? It got on Mig and he’s been dazed and out of it ever since we got to the hotel.” You say as you speak to the AI. She gives you a knowing look when you mention a hotel and she hears the sound of a shower in the background. “Don’t start, there’s literally no other rooms anywhere and I don’t want to leave tonight just in case the readings were actually accurate, and two anomalies show up. It wouldn’t be logical to leave just set.”

Lyla knew the way you felt for Miguel, she was there while yall were spending all of that time together. The looks that you took at him when you thought he wasn’t looking, the way you would sigh contently while working in the lab with him, and the way you spoke to him when it was just the two of you. Anyone with eyes could see how attractive that man was but it wasn’t just that which is what made you fall for him. Regardless of the way he could come off, he was kind and caring. He may not show it in the ways that other people did but he had such a big heart and was truly thoughtful of other people. The man would take everything on his shoulders just to make things easier for everyone. You admired him, you adored him, and he made you feel safe and understood and cared for. You really liked him, it didn’t help that he was a walking Adonis. His looks were just the cherry on top for you. Everyone seemed to know your affinity for him, except him. It didn’t help that you were always making excuses for his behavior, Jess would make jokes at your expense all the time about it.

“But the two of you sharing a room it seems?” Lyla giggles coming to sit on your shoulder.

“Cause there wasn’t anything else available” You whisper hiss at her, and she just giggles again “Please just analyze the sample I sent”

“Anything for Miguels other half.” She jokes as she fades away, and you just groan trying to focus back on your readings and tech.

Miguel did not want you that way. You knew that, he would never want you that way. He was a serious man with a hard past that never allowed for the option of romance. The multiverse and stopping anomalies were more than enough to occupy Miguel's mind and heart. You sigh, knowing that your affection will never be returned by him busying yourself with your work while he finishes his shower.

While in the shower, Miguel had already cum two times, and nothing was helping. His mind only filled with you and how you would feel under him, on top of him, how your lips would feel, the noises you would possibly make. It didn’t help that he knew you were just in the next room, he could almost feel you. He needed you badly and he didn’t know why it was so badly. For once, it was as if he lost control of himself. The way he needed to feel you, to hear you, to taste you, to be inside you. Mierda. He came again with just the thought of you in the other room, just the thought of you. It wasn’t enough but it would have to be, he knew you would worry if he took too long in there.

As he exits the bathroom, you notice you hunched over your laptop on the bed, fidgeting with your tech with such a concentration on what you were doing. The image made his dick throb. Fuck. His stuttering as he entered the room, caught your attention from your work. You only glance at him as you continue tinkering.

“Are you feeling any better?” You ask, still typing away.

“Yeah” He lies as he attempts to keep his voice from sounding strained.

“Good. I still sent some samples to Lyla to analyze.” You start before pausing for a second, “Since we don’t know what’s going on I think we should try to both sleep with some comfort tonight just in case we get an alert or something. We have been at this all day, so we need some rest.”

It took Miguel a second for him to realize what you meant by what you said. You meant that the two of you would have to share the bed. Together. Sleep next to each other. Together. Together, in the same bed. Together. He could barely contain himself in the shower, how in the hell was he supposed to contain himself sleeping next to you?

“Can you take a look at this while I take a shower? I can’t find anything that is wrong but I really don’t understand what’s going on.” You say only slightly looking up at him and then back down as you finish typing what you were working on shifting to get up while still trying to work.  

“Yeah sure” He attempts not to look at you as you put your stuff down, trying to finish your coding, distracting yourself from your previous statements, attempting not to think about you and Miguel sharing a bed. You don’t even look at him as you make your way into the bathroom.

The only thing Miguel could think about was you undressing in the bathroom, what you would look like as you caressed your body with a soapy washcloth. Mierda. How was he supposed to sleep next to you tonight?? He felt like he was losing control. You seemed to not be affected by the thought of sharing a bed with him, something about that was making him feel more feral. The image of you sleeping peacefully as he looms over you, starting with pressing his lips to your unexpected jawline, making his way down your body with his mouth. He could imagine your breath hitching as you started to wake up at his actions. Would you whimper as he made his way to your clothed cunt? Would you grip his hair as he teases you by licking you through your panties? Would you beg for him?

Mierda.

He was painfully hard again. What the fuck was he going to do? What the fuck was going on? He needed to calm himself down, he had no clue why he was acting like this. He was mumbling curses in Spanish, not even realizing that you had gotten out of the shower.

“Mig” You call out to him softly; he looks like he is in distress. His head snapped to your voice. Mierda, that damn nickname wasn’t helping him in this situation and neither did the way you looked. It wasn’t like you were wearing anything special or particularly sexy, it was a plain oversized shirt and he could see the peak of shorts underneath. That cute expression of concern that you wore, your gaze gentle on him. You called his name again.

“Are you okay Miguel? Do you think we should go back to headquarters? We can always just send some other spiders out to keep on alert.” You suggest moving towards him. At your movements, it was as if he snapped out of whatever spell was on him.

“No, no it’s fine.” He rebuttals, “The tech is too new to trust with anyone else. I’ll be fine. Let’s just go to bed.”

You nod at him, still worried about him but going to bed was probably the best option for him right now. The two of you get into bed, laying down on opposite sides, and backs towards each other.

Miquel can’t sleep. Every other minute, he's trying to gently ( as gentle as someone his size can be) toss and turn in his discomfort. There was no way he was getting any sleep tonight, especially with the way he could feel your warmth even from the other end of the bed. Unfortunately, his excessive tossing didn’t allow you to sleep either. You were worried about him but you know his stubbornness wouldn’t free him enough to tell you the issue. But at this rate, neither one of you would be able to sleep tonight at this so you conceited and turned over with a sigh to face him. He was lying on his back not realizing that you had woken up, it looked as if he was sweating. Did he have a fever? Was he really sick? You lean up on your elbow, extending your hand out to touch his forehead.

“Miguel you don’t look well.” You speak as your hand reaches out towards him, right before your hand lands he grabs your wrist and looks at you with wild eyes.

“Don’t” He says through gritted teeth.

“Mig, please, what is wrong?” You ask so innocently, while all his thoughts about you aren’t even close to innocent. With you so close now, with that look in your eye, Miguel was losing all of his sanity. Fuck it. Swiftly, with your wrist still in his hand he straddles himself on top of you. Your eyes immediately go wide as you feel your body move, looking up at him, you don’t fight him though.

“I----” He starts, panting above you.

“What Miguel?” You asked breathily, fuck you looked so beautiful beneath him. Your eyes find him and they're red. He looks almost feral.

“ I don’t know how much longer I can control myself” His voice is strained as his grip on your wrist gets a little harder. The way he was looking at you, wasn’t something you expected. The look of unbridled lust in his eyes, you could feel it coming off his body.

Your voice barely above a whisper calls out his name.

“Stop, please. You don’t understand how badly I need to ruin you.” He groans as his head falls to the side of your head, his face burying into your neck breathing in deeply with a growl. Your breath hitches in your throat, unable to think clearly of what is going on in this moment. The stoic and controlled man that you had grown to know just told you he wanted to ruin you and the biggest problem was that you were okay with it. There was a newfound ache between your legs while he was speaking to you and now the ache was growing with the way he was breathing into your neck. Fuck it. You roll your hips into his, feeling his restrained bulge twitch with the impact.

“Then ruin me, Miguel.”

His head shoots up at your words, it was taking all of his self-control at that moment to not rip the clothes you were wearing off. He had to be sure he understood you correctly, he had to be sure you knew how serious he was about ruining you, destroying you, making you his own.

“You don’t know what you’re saying, hermosa.” He strains out, unconsciously pushing his hips into you, you let out a small moan at the sensation and Miguel thought he almost came just from that sound alone.

“I do, I want you. I want you to ruin me, Miguel.” You say, a lustful look in your eyes as he’s still panting above you. He was trying to hold on to his last ounce of self-restraint until you said one word. “Please”

That was all it took before he sank his fangs into your neck. You gasped at the sudden pain until you felt him licking the wound he just created making you moan his name at the sensation. His hands are all over your body as he is kissing and sucking on your neck, moving your legs so that he is in between them to grind himself into you.

“Fuck Miguel” You moan as your hips meet with his, “Kiss me”

He immediately abides by your request, mouth meeting yours in an aggressive lustful kiss. Miguel forces his tongue into your mouth as he presses his body into yours. His claws digging into your plush thighs which had you moaning into his mouth as he explored yours. The both of you breathing heavily as he moves again from your mouth to your jaw to the other side of your neck marking you the same as he did on the other side. After he is pleased with his marks he leans up, gazing down at your chest heaving, your eyes half-lidded as you look up at him. Fuck, he doesn’t even bother lifting your shirt off you as he rips it in the front to expose you to him. The view was better than he imagined, of course, he had seen you in your spidey suit which didn’t leave much to the imagination but this view, actually seeing you bare under him was just too much. He came then and there, not even caring because the next time he came he hoped it would be inside of you, your eyes widened at the guttural moans he made as he came. Without even a moment of shame or embarrassment, his mouth latches onto one of your breaths as he palms the other.

“Wait wait, Miguel did you come?” You attempt to get out during his onslaught on your tits.

“Yes, and I’m going to come again, inside you.” He says as he makes his way down your body to your clothed cunt. He had no shame in his words, as he quickly made shreds of your shorts and underwear, he could live out his fantasies of teasing you at another time. He needed to taste you right now. Before you could even respond to his words, or to the fact that he has ripped all your clothes off Miguel's tongue is lapping at your folds. You can’t help but squirm underneath him, as he’s eating you like a man starved. Fuck was he obsessed with the way you tasted; he knew he was going to have to have this all the time now.  He made out with your clit as your hands dug into his scalp gripping his hair. It was all so overwhelming; you couldn’t even grind yourself against his face as his strong hands held your hips down. You were reaching your peak faster than ever before, you were moaning his name like a chant as you got closer and closer to getting over the edge.

The sound of his name being moaned off your lips was driving him even crazier, his hips pushing into the bed as he starts sucking directly on your clit. He moves one of the hands that was holding your hips down to shove two of his thick long fingers into your clenching waiting hole. It was as if he already knew your body because his fingers automatically found the spot that made your vision blurred. Your body responded on its own as you came, and came hard, squirting all over his face. The squirting caught him off guard, as he pulled his face out of your cunt with a surprised expression.  Oh fuck, he needed to see you do that again, and by the way your walls squeezed his fingers as you did, he knew he needed to see you do it again but on his dick. He freezes himself from the restraint of his own clothing as he comes back to hover over you. You looked so damn beautiful, your lips were puffy from his kiss and he could see the bite marks that he left on you, pupils blown and breath coming back down from your orgasm.  He didn’t give you much time to recover as he grabbed your legs throwing them over his shoulder and pounding into you.

You scream his name as he furiously slams his hips into yours. His hands are under your ass, grip tight as he lifts you slightly to go deeper into you, too deep. The tip of his dick ramming into your cervix with every thrust. You had never been one that could just come from penetration, but the way Miguel was pounding into right now seemed was going to change that. He can feel the way your clamp down on his as the tightness returns back to your stomach. Fuck you were going to come again, you were so sensitive, so sensitive for him. Your nails digging cresent shaped marks into his arms as you come again this time on his dick.

“I’m going to come inside you” He tells you through his thrusts and the aggressive manner in which he said it made you clamp down on him even harder. He spills into you, so much that it starts leaking out as he continues to pound into you. You had assumed once he came again he would stop but he doesn’t, you can still feel how hard he is inside of you as he pumps his cum deeper into you. As the final bursts of his come stop, he pulls out swiftly getting off the bed, grabbing your ankles to drag you to the edge. Flipping your body over and pulling up you on your knees, he shoves your face into the bed as he inserts himself into you again. His pace doesn’t slow down as he ruts into you. It felt like he was even deeper than before. One of his hands moves to your shoulder to pull you back as he slams into you, his other hand moves to your clit to rub hard circles on it stimulating you further.

“Fuck Mig--- im--- im cuming” You scream as you cum again hard, doing exactly what he wanted and squirting. He could feel it all over his hand, making him cum again inside of you. You look back at him as you finish feeling him cum in you, thinking that he must be done. The sight you see behind you makes you know that you weren’t even close to finished. Miguel had his hand that was covered in your squirt up to his face inhaling deeply before he stuck his tongue out licking his fingers. He gets even harder inside you; it doesn’t look like there would be any sleep tonight, he really was going to ruin you.

The next morning you wake up, bruised and sore. Your head was on Miguel's chest and he was snoring peacefully under you. With a groan, you get up as you feel a notification on your gizmo, you had almost completely forgotten that you had requested Lyla to analyze the substance. As you look at the results you feel incredibly embarrassed, mortified. The substance that was on Miguel was some sort of aphrodisiac, so that’s why he was acting that way towards you. As you were getting further into your head about last night events Miguel woke up.

“Your thinking woke me up.” He grumbles as he sits up looking over your shoulder to see what you were looking at.  He reads the results of the substance that was on him and now he understands what you were possibly thinking. You thought he only wanted you because of the aphrodisiac, but with the way he marked you he would have thought you would know that he wanted YOU and you ALONE.

“Hey” He says as he touches your shoulder, you jump back from his touch.

“Hey, yeah so it’s fine you know. We can just forget about everything last night, I know you couldn’t control yourself. Its fine” You ramble on trying to not embarrass yourself further, he gentle grabs your chin as you speak a stark contrast from his behavior last night and some of this morning.  He doesn’t say anything but look into your eyes giving you a soft kiss on the lips.

“It wasn’t just that, I only wanted it to be with you. I only thought about you. Alright?” He says in the most gentle way you have ever seen him speak. A small smile forms on your lips from the reassurance.

“Alright.” You say and he gives you another kiss, a little more aggressive this time. How was this man not tired anymore?! You saw the half-life on the substance he should be done. “Miguel, the effects should have worn off by now.”

“They have,” He says against your mouth. “This is YOUR effect” moving your hand to allow you to feel for yourself how you affect him. Before things could go any further, you get a notification from your new tech and your gizmo that there were two anomalies in this dimension, around the areas that you detected yesterday.

“See, I knew it!” You exclaim as you activate your suit almost forgetting what you were just doing with Miguel. His dick twitches under your hard and you remember what’s going on. “Oh right, uhm this first, and then we can go back to headquarters and I can take care of that for you,” You say with a sultry smile which makes his dick twitch again.

You and Miguel catch both of the anomalies in record time, him being extra careful to avoid the pollen this time. The two of you continue where you left off after you get back to headquarters, immediately both taking your leave which received knowing glances from both Lyla and Jess.

[dead-sp1der]

I think these are accurate

I'm probably gonna do Bdubs, Joel and Gem later, but for now take this graph

Some things to note:

I do not want the Hermits to be aware of this graph, because while making it I realized I would hate to see this if I were a Hermit. I made this for my own data-driven curiousity only

I am a human so I there is a chance that I missed 1 or 2 names somewhere along the line. I will reblog this with the raw data for if anyone wants to check my measurements

Bdubs, Tango and Gem are the top 3 most frequent mentioned Hermits in Etho's videos, do with that information what you will

Bdubs is the only hermit Etho has mentioned every single video, for some reason, what is wrong with him

Stress and Zedaph are (afaik) the only Hermits who's names are never said by Etho, but they do both appear and talk in his videos

[mariacallous]

A lawsuit filed Wednesday against Meta argues that US law requires the company to let people use unofficial add-ons to gain more control over their social feeds.

It’s the latest in a series of disputes in which the company has tussled with researchers and developers over tools that give users extra privacy options or that collect research data. It could clear the way for researchers to release add-ons that aid research into how the algorithms on social platforms affect their users, and it could give people more control over the algorithms that shape their lives.

The suit was filed by the Knight First Amendment Institute at Columbia University on behalf of researcher Ethan Zuckerman, an associate professor at the University of Massachusetts—Amherst. It attempts to take a federal law that has generally shielded social networks and use it as a tool forcing transparency.

Section 230 of the Communications Decency Act is best known for allowing social media companies to evade legal liability for content on their platforms. Zuckerman’s suit argues that one of its subsections gives users the right to control how they access the internet, and the tools they use to do so.

“Section 230 (c) (2) (b) is quite explicit about libraries, parents, and others having the ability to control obscene or other unwanted content on the internet,” says Zuckerman. “I actually think that anticipates having control over a social network like Facebook, having this ability to sort of say, ‘We want to be able to opt out of the algorithm.’”

Zuckerman’s suit is aimed at preventing Facebook from blocking a new browser extension for Facebook that he is working on called Unfollow Everything 2.0. It would allow users to easily “unfollow” friends, groups, and pages on the service, meaning that updates from them no longer appear in the user’s newsfeed.

Zuckerman says that this would provide users the power to tune or effectively disable Facebook’s engagement-driven feed. Users can technically do this without the tool, but only by unfollowing each friend, group, and page individually.

There’s good reason to think Meta might make changes to Facebook to block Zuckerman’s tool after it is released. He says he won’t launch it without a ruling on his suit. In 2020, the company argued that the browser Friendly, which had let users search and reorder their Facebook news feeds as well as block ads and trackers, violated its terms of service and the Computer Fraud and Abuse Act. In 2021, Meta permanently banned Louis Barclay, a British developer who had created a tool called Unfollow Everything, which Zuckerman’s add-on is named after.

“I still remember the feeling of unfollowing everything for the first time. It was near-miraculous. I had lost nothing, since I could still see my favorite friends and groups by going to them directly,” Barclay wrote for Slate at the time. “But I had gained a staggering amount of control. I was no longer tempted to scroll down an infinite feed of content. The time I spent on Facebook decreased dramatically.”

The same year, Meta kicked off from its platform some New York University researchers who had created a tool that monitored the political ads people saw on Facebook. Zuckerman is adding a feature to Unfollow Everything 2.0 that allows people to donate data from their use of the tool to his research project. He hopes to use the data to investigate whether users of his add-on who cleanse their feeds end up, like Barclay, using Facebook less.

Sophia Cope, staff attorney at the Electronic Frontier Foundation, a digital rights group, says that the core parts of Section 230 related to platforms’ liability for content posted by users have been clarified through potentially thousands of cases. But few have specifically dealt with the part of the law Zuckerman’s suit seeks to leverage.

“There isn’t that much case law on that section of the law, so it will be interesting to see how a judge breaks it down,” says Cope. Zuckerman is a member of the EFF’s board of advisers.

John Morris, a principal at the Internet Society, a nonprofit that promotes open development of the internet, says that, to his knowledge, Zuckerman’s strategy “hasn’t been used before, in terms of using Section 230 to grant affirmative rights to users,” noting that a judge would likely take that claim seriously.

Meta has previously suggested that allowing add-ons that modify how people use its services raises security and privacy concerns. But Daphne Keller, director of the Program on Platform Regulation at Stanford's Cyber Policy Center, says that Zuckerman’s tool may be able to fairly push back on such an accusation.“The main problem with tools that give users more control over content moderation on existing platforms often has to do with privacy,” she says. “But if all this does is unfollow specified accounts, I would not expect that problem to arise here."

Even if a tool like Unfollow Everything 2.0 didn’t compromise users’ privacy, Meta might still be able to argue that it violates the company’s terms of service, as it did in Barclay’s case.

“Given Meta’s history, I could see why he would want a preemptive judgment,” says Cope. “He’d be immunized against any civil claim brought against him by Meta.”

And though Zuckerman says he would not be surprised if it takes years for his case to wind its way through the courts, he believes it’s important. “This feels like a particularly compelling case to do at a moment where people are really concerned about the power of algorithms,” he says.

[ms-demeanor]

Hello! First, I wanted to say thank you for your post about updating software and such. I really appreciated your perspective as someone with ADHD. The way you described your experiences with software frustration was IDENTICAL to my experience, so your post made a lot of sense to me.

Second, (and I hope my question isn't bothering you lol) would you mind explaining why it's important to update/adopt the new software? Like, why isn't there an option that doesn't involve constantly adopting new things? I understand why they'd need to fix stuff like functional bugs/make it compatible with new tech, but is it really necessary to change the user side of things as well?

Sorry if those are stupid questions or they're A Lot for a tumblr rando to ask, I'd just really like to understand because I think it would make it easier to get myself to adopt new stuff if I understand why it's necessary, and the other folks I know that know about computers don't really seem to understand the experience.

Thank you so much again for sharing your wisdom!!

A huge part of it is changing technologies and changing norms; I brought up Windows 8 in that other post and Win8 is a *great* example of user experience changing to match hardware, just in a situation that was an enormous mismatch with the market.

Win8's much-beloathed tiles came about because Microsoft seemed to be anticipating a massive pivot to tablet PCs in nearly all applications. The welcome screen was designed to be friendly to people who were using handheld touchscreens who could tap through various options, and it was meant to require more scrolling and less use of a keyboard.

But most people who the operating system went out to *didn't* have touchscreen tablets or laptops, they had a desktop computer with a mouse and a keyboard.

When that was released, it was Microsoft attempting to keep up with (or anticipate) market trends - they wanted something that was like "the iPad for Microsoft" so Windows 8 was meant to go with Microsoft Surface tablets.

We spent the first month of Win8's launch making it look like Windows 7 for our customers.

You can see the same thing with the centered taskbar on Windows 11; that's very clearly supposed to mimic the dock on apple computers (only you can't pin it anywhere but the bottom of the screen, which sucks).

Some of the visual changes are just trends and various companies trying to keep up with one another.

With software like Adobe I think it's probably based on customer data. The tool layout and the menu dropdowns are likely based on what people are actually looking for, and change based on what other tools people are using. That's likely true for most programs you use - the menu bar at the top of the screen in Word is populated with the options that people use the most; if a function you used to click on all the time is now buried, there's a possibility that people use it less these days for any number of reasons. (I'm currently being driven mildly insane by Teams moving the "attach file" button under a "more" menu instead of as an icon next to the "send message" button, and what this tells me is either that more users are putting emojis in their messages than attachments, or microsoft WANTS people to put more emojis than messages in their attachments).

But focusing on the operating system, since that's the big one:

The thing about OSs is that you interact with them so frequently that any little change seems massive and you get REALLY frustrated when you have to deal with that, but version-to-version most OSs don't change all that much visually and they also don't get released all that frequently. I've been working with windows machines for twelve years and in that time the only OSs that Microsoft has released were 8, 10, and 11. That's only about one OS every four years, which just is not that many. There was a big visual change in the interface between 7 and 8 (and 8 and 8.1, which is more of a 'panicked backing away' than a full release), but otherwise, realistically, Windows 11 still looks a lot like XP.

The second one is a screenshot of my actual computer. The only change I've made to the display is to pin the taskbar to the left side instead of keeping it centered and to fuck around a bit with the colors in the display customization. I haven't added any plugins or tools to get it to look different.

This is actually a pretty good demonstration of things changing based on user behavior too - XP didn't come with a search field in the task bar or the start menu, but later versions of Windows OSs did, because users had gotten used to searching things more in their phones and browsers, so then they learned to search things on their computers.

There are definitely nefarious reasons that software manufacturers change their interfaces. Microsoft has included ads in home versions of their OS and pushed searches through the Microsoft store since Windows 10, as one example. That's shitty and I think it's worthwhile to find the time to shut that down (and to kill various assistants and background tools and stop a lot of stuff that runs at startup).

But if you didn't have any changes, you wouldn't have any changes. I think it's handy to have a search field in the taskbar. I find "settings" (which is newer than control panel) easier to navigate than "control panel." Some of the stuff that got added over time is *good* from a user perspective - you can see that there's a little stopwatch pinned at the bottom of my screen; that's a tool I use daily that wasn't included in previous versions of the OS. I'm glad it got added, even if I'm kind of bummed that my Windows OS doesn't come with Spider Solitaire anymore.

One thing that's helpful to think about when considering software is that nobody *wants* to make clunky, unusable software. People want their software to run well, with few problems, and they want users to like it so that they don't call corporate and kick up a fuss.

When you see these kinds of changes to the user experience, it often reflects something that *you* may not want, but that is desirable to a *LOT* of other people. The primary example I can think of here is trackpad scrolling direction; at some point it became common for trackpads to scroll in the opposite direction that they used to; now the default direction is the one that feels wrong to me, because I grew up scrolling with a mouse, not a screen. People who grew up scrolling on a screen seem to feel that the new direction is a lot more intuitive, so it's the default. Thankfully, that's a setting that's easy to change, so it's a change that I make every time I come across it, but the change was made for a sensible reason, even if that reason was opaque to me at the time I stumbled across it and continues to irritate me to this day.

I don't know. I don't want to defend Windows all that much here because I fucking hate Microsoft and definitely prefer using Linux when I'm not at work or using programs that I don't have on Linux. But the thing is that you'll see changes with Linux releases as well.

I wouldn't mind finding a tool that made my desktop look 100% like Windows 95, that would be fun. But we'd probably all be really frustrated if there hadn't been any interface improvements changes since MS-DOS (and people have DEFINITELY been complaining about UX changes at least since then).

Like, I talk about this in terms of backward compatibility sometimes. A lot of people are frustrated that their old computers can't run new software well, and that new computers use so many resources. But the flipside of that is that pretty much nobody wants mobile internet to work the way that it did in 2004 or computers to act the way they did in 1984.

Like. People don't think about it much these days but the "windows" of the Windows Operating system represented a massive change to how people interacted with their computers that plenty of people hated and found unintuitive.

(also take some time to think about the little changes that have happened that you've appreciated or maybe didn't even notice. I used to hate the squiggly line under misspelled words but now I see the utility. Predictive text seems like new technology to me but it's really handy for a lot of people. Right clicking is a UX innovation. Sometimes you have to take the centered task bar in exchange for the built-in timer deck; sometimes you have to lose color-coded files in exchange for a right click.)

[drdemonprince]

By now, a majority of Autism researchers and clinicians are aware that the existing assessments for Autism are profoundly flawed. 

They know the standard evaluation of Autism is sexist, with assessors excluding women for reasons like wearing makeup, having a boyfriend, being superficially polite, or not being fixated on suitably ‘masculine’ topics like ancient Roman history or barometric pressure. 

They know Autism evaluations are racist, deeming Black Autistics “oppositionally defiant” or even “borderline” rather than acknowledging any social alienation or sensory pain they’re experiencing, and believing they must be overstating the difficulty they face in moving through the world.

And they certainly know that conventional Autism measures weren’t designed with adult Autistics in mind. Many of us are still asked to make up stories based on paintings of frogs in a toddler’s picture book, when we sit down for assessments at age 20, or 30, or 45 — because all the evaluation methods were written for young kids. 

The data has already proven the far-reaching consequences of using such shoddy measures of Autism. People of color, gender minorities, older adults, and women are diagnosed at later ages, and also go undiagnosed at massive rates. 

A growing population of scientists are admittedly interested in fostering a new literature of what they call “patient-driven” Autism research, but they never stop thinking of us as mere patients, the passive receivers of care rather than the leaders of communities and political movements who are the ought to be the primary authors of the studies about us, and the sole determinants of what our desired outcomes should be. Even when they observe that their work could benefit from a greater Autistic perspective, researchers do so from closed rooms, filled with other professionals who are largely not Autistic, wondering amongst themselves what it is that we want instead of learning to quiet their voices and follow our lead. 

Though many basically well-intentioned Autism researchers believe that Autism assessments need reform, what neurodiversity really needs is to abandon the diagnostic process altogether. If Autism is a benign, neutral, naturally occurring form of human difference that requires acceptance rather than a cure, then there’s no need to diagnose it as if it were a sickness. And if hundreds of thousands of Autistic women, people of color, queer people, and older people have been able to give a voice to ourselves and find one another without having ever been given a label by a professional, then improved professional labeling is not what we need. 

Autistic self-realization is the future of Autism assessment. We hold the collective wisdom, organizing ability, insight, and political power to define who we are. No authority figure should have to sign off on our identities. 

Because psychiatrists fail to diagnose such a large percentage of the Autistic population, many Autism researchers now accept self-identified Autistic adults within their subject pool. Within the peer-reviewed journal Autism in Adulthood, self-realized Autistics often make up the bulk of the participant sample, and they have repeatedly been found to be indistinguishable from their formally diagnosed peers. 

A growing body of research now also considers the presence of Autism-spectrum traits as qualifying for inclusion in many Autism studies. The data makes it quite obvious that Autistic people exist within all human groups, spread all throughout the world, and that a great many people have experiences in common with us who have not been formally diagnosed. This itself reveals that a formal diagnosis is hardly necessary, and that a psychiatric paradigm of accepting self-identification is inevitable. The researchers are increasingly already doing it.

You can read the full essay for free (or have it narrated to you!) at this link.

[stars-obsession-pit]

Right Actions, Wrong Target

So i just had an idea…

What if the GIW’s course of action was actually right?

Or, well, more accurately: what if it was mostly right for the situation they started in, and their main failures were in where they took it from there.

Expanding on my ideas/thought process here:

So in this idea, the GIW was founded in response to a specific discovery by the government:

An underground pool of a strange substance that didn’t resemble any known chemical. It glowed a toxic green, perpetually churned as if boiling, could be lethal to the touch for living things, and could cause things to spontaneously animate in the area around it.

Stagnant, corrupted ectoplasm (not that they had any idea what ectoplasm even was at the time).

Those original researchers encountered ectoplasmic entities around the pit, but not ones like those in Amity Park.

Inhuman things.

Shades whose memories of life had all but faded except for the strongest emotions (usually negative emotions like anger, pain, or fear). Animals driven mad by the pit’s influence. Reanimated food and other organic material.

Things that objectively were dangerous to normal people and that couldn’t be meaningfully communicated with.

So, lacking any better option to respond (or even the knowledge of if such a path was possible at all), they set protocols to contain (and, potentially, dispose of) the entities.

And this is perhaps a bit of a tangent but their ridiculous uniform cleanliness standards could also have a justification too.

The unknown substance would eat through or change just about any material they tested it on. Considering the dangers they had already witnessed it pose to living things (never mind the possibility of other long-term side effects), they decided they had to be extraordinarily careful with their safety precautions.

Thus, incredibly thorough decontamination protocols were set up and strictly adhered to.

White clothes were the best option to allow easy identification of any stains. For agents in the field without proper equipment to run a full scan, it was safer to treat all dirt like a potential hazard.

And so on.

Their policies may not have been perfect, but were created with actual logic behind them in response to their situation at the time.

But then when they expanded outwards to research other similar phenomena, that’s where they truly failed, both as scientists and as basic moral people.

They didn’t adapt to new data. Rules that had been created with scientific reasoning behind them became instead a form of gospel and a means of exerting control over others.

They declared that all ghosts were unfeeling monsters to be locked up, studied, and disposed of (despite all evidence to the contrary). Cleanliness changed from a precaution to a ritual to be practiced unfailingly in all circumstances as a sign of loyalty (thus the “cleanliness breach” thing the agents comment on in the show in a few places).

[autolenaphilia]

Why enshittification happens and how to stop it.

The enshittification of the internet and increasingly the software we use to access it is driven by profit. It happens because corporations are machines for making profits from end users, the users and customers are only seen as sources of profits. Their interests are only considered if it can help the bottom line. It's capitalism.

For social media it's users are mainly seen by the companies that run the sites as a way for getting advertisers to pay money that can profit the shareholders. And social media is in a bit of death spiral right now, since they have seldom or never been profitable and investor money is drying up as they realize this.

So the social media companies. are getting more and more desperate for money. That's why they are getting more aggressive with getting you to watch ads or pay for the privilege of not watching ads. It won't work and tumblr and all the other sites will die eventually.

But it's not just social media companies, it's everything tech-related. It gets worse the more monopolistic a tech giant is. Google is abusing its chrome-based near monopoly over the web, nerfing adblockers, trying to drm the web, you name it. And Microsoft is famously a terrible company, spying on Windows users and selling their data. Again, there is so much money being poured into advertising, at least 493 billion globally, the tech giants want a slice of that massive pie. It's all about making profits for shareholders, people be damned.

And the only insurance against this death spiral is not being run by a corporation. If the software is being developed by a non-profit entity, and it's open source, there is no incentive for the developers to fuck over the users for the sake of profits for shareholders, because there aren't any profits, and no shareholders.

Free and Open source software is an important part of why such software development can stay non-corporate. It allows for volunteers to contribute to the code and makes it harder for users to be secretly be fucked over by hidden code.

Mozilla Firefox and Thunderbird are good examples of this. There is a Mozilla corporation, but it exists only for legal reasons and is a wholly-owned subsidiary of the non-profit Mozilla foundation. There are no shareholders. That means the Mozilla corporation is not really a corporation in the sense that Google is, and as an organization has entirely different incentives. If someone tells you that Mozilla is just another corporation, (which people have said in the notes of posts about firefox on this very site) they are spreading misinformation.

That's why Firefox has resisted the enshittification of the internet so well, it's not profit driven. And people who develop useful plugins that deshitify the web like Ublock origin and Xkit are as a rule not profit-driven corporations.

And you can go on with other examples of non-profit software like Libreoffice and VLC media player, both of which you should use.

And you can go further, use Linux as your computer's operating system.. It's the only way to resist the enshitification that the corporate duopoly of Microsoft and Apple has brought to their operating system. The plethora of community-run non-profit Linux distributions like Debian, Mint and Arch are the way to counteract that, and they will stay resistant to the same forces (creating profit for shareholders) that drove Microsoft to create Windows 11.

Of course not all Linux distributions are non-profits. There are corporate created distros like Red Hat's various distros, Canonical's Ubuntu and Suse's Opensuse, and they prove the point I'm making. There has some degree of enshittification going on with those, red hat going closed source and Canonical with the snap store for example. Mint is by now a succesful community-driven response to deshitify Ubuntu by removing snaps for example, and even they have a back-up plan to use Debian as a base in case Canonical makes Ubuntu unuseable.

As for social media, which I started with, I'm going to stay on tumblr for now, but it will definitely die. The closest thing to a community run non-profit replacement I can see is Mastodon, which I'm on as @autolenaphilia@chaosfem.tw.

You don't have to keep using corporate software, and have it inevitably decline because the corporations that develop it cares more about its profits than you as an end user.

The process of enshittification proves that corporations being profit-driven don't mean they will create a better product, and in fact may cause them to do the opposite. And the existence of great free and open source software, created entirely without the motivation of corporate profits, proves that people don't need to profit in order to help their fellow human beings. It kinda makes you question capitalism.

[alpaca-clouds]

The Inner Contradition of Capitalism

Okay, let me talk about something that I took away from several books I have read during the last few months: Capitalism is shitty.

"No shit," you might say. "You needed to read a book for that?"

No, of course I knew that before. I knew before that capitalism is shitty for about 90% of people who have to live under it - and of course for the environment as well. There is a reason I am an anarcho communist and Solarpunk.

However, there is another thing about this: Capitalism is shitty, even for those who are "winning it". While there is very little resaerch on the mental health of the super rich, because most of them obviously do not want to participate in this research, there were some very, very few of them allowed research to happen. And here is the thing: There is some evidence that if you acquire riches to a certain point you might actually get better. You are gonna be a bit less stressed and worried until you reach that point.

But "that point" is actually fairly low - from modern capitalism's point of view. While the few papers existing on it might disagree, but generally speaking it is somewhere between 1 and 3 million. Basically it is the kind of money, where you actually can live just from the money you already have, as long as you do not live in abundance and just relax into a normal lifestyle, rahter than getting a villa and yacht.

But here is the thing: As soon as you are richer than that, research suggests, you will actually get more and more miserable.

Now, again, we just have very little in terms of multimillionaires, yet alone billionaires, who will allow for psychologists and neurologists to actually do studies on this. So we have very few data points from where to extrapolate.

But what we have greatly suggests that the more money they get, the more unhappy and more angry they become.

Additionally there is quite a lot of research that suggests that there is indeed a particular personality profile, that will get into those positions. And that personality profile actually has probably also to do a lot with previous abuse.

Don't get me wrong: I absolutely deteste billionaires. I think they are the source for a lot of the ills in our world. They are horrible humans with so much blood on their fingers. However... In some regards I also pity them. Because if you look at them, you do know that... they are not actually happy, are they?

Will they try to tell you they are? Absolutely. But they are not. They are unhappy, and more than anything they are driven by the fear to lose the stuff they have. Because they know how easy that is - and fear how miserable they could be.

And sure, they will claim how much they work and how great they are for it - because we have this idea of meritocracy in our heads. But... That is also bullshit, and they do kinda know it.

As I wrote about yesterday, I have recently read the non-fiction book "The Dawn of Everything", and within the book there are actually quite a few examples of people, who during earlier times of colonization and the conflicts between indigenous people and colonizers, had been kidnapped and taken as hostage by the indigenous. And... a lot of them were freed, only to return and realize, that the life of the indigenous people was just a whole lot better. And quite a few of these hostages decided on their own will to return living with the indigenous people who had taken them hostage.

And yes, in one case this included one of the superrich at the time.

And this to me is the thing: Capitalism as it is, does not make anyone happy. There really are no winners here. There are only losers. No matter who, everyone is worse of because of it. There is nobody here, who might be profiting. Even those who seem to be profiting are actually for the most part miserable.

I honestly do wonder a lot, why this even could happen. It is a question that the book poses a lot, it never finds an answer. Because technically humans were always more intelligent than this. We were more intelligent than creating society in a way that most of us were so darn unhappy.

We talk so much about the "winners" of capitalism. But the truth is, that they do not exist. Because from what little data we have, there is actually good indication, that those who "won capitalism" and truly gave away most of that money (rather than just putting it into a self-controlled trust), were the only ones who became happy.

[cheriladycl01]

2026 Rewind - Grid x AudiDriver! Reader

Plot: After some devastating deaths within the F1 industry from unmistakable names in 2025, the FIA decide to make a plan to race at all of the old tracks that are iconic but haven’t been on the grid for a while.

A/N: this is racing heavy with only drivers name dropped, but if you want cool Ted and Crofty with Y/N vibes while learning more about some of the FIA Grade 1 Tracks, have a read!

“So Ted, let’s talk about this years line up. It’s just so iconic that I can’t bear it!” David Croft says as they are in the commentator box at pre-season testing.

“Yeah Crofty, obviously it’s so unfortunate the reason behind what we are calling the 2026 rewind because of some losses we had in the industry and this was the way the FIA decided to pay tribute to those people!" Ted explains before the onscreen for the year comes up.

"So, lets go through the year together and analyze it. We're starting of the season strong in the lovely Kuwait, here at Kuwait Motor Town, this is where we are kick starting off this season. It's a high speed track here just north of where we would typically start in Bahrain. This is a track consisting of 20 turns, and is 5.609km of racing ahead. I'm very excited as no-one in F1 history has raced here in an F1 car. Who do you think's going to do well here Ted?"

"Well, there's some really nice corners, and it's a similar temp to Bahrain so i think it's difficult to tell but I can imagine the Audi with Y/N now having done her rookie season learning all those key values about the F1 car and how it works. McLaren will also be good here, really tightening up the constructors championship this year!" Ted offers looking at all the onboard footage.

"Yes I agree, I think Red Bull tend to be quiet strong a the start of the year naturally and its a game for the other teams to be playing catch up!" Crofty agrees.

"Okay, then after Kuwait, we'll be travelling to and correct me if I'm saying this wrong but the Kyalami Circuit in South Africa near the wonderful capital Johannesburg. It's in replacement of the Saudi Arabian Grand Prix, we haven't raced in South Africa since 1993 and what a beautiful circuit this is, its got some really high speed corners and yeah, I think the Ferrari will really be great on those long straights." Ted says analysis the data of the cars in testing.

"And now here we have with us, Y/N Y/L/N Audi F1 driver here to talk through the rest of the tracks!" David says and points to the camera for you to smile and wave before he pulls out the microphone in front of you.

"Hello!" you grin and David and Ted both burst out laughing.

"What did I miss, I'm really sorry i was late!" you smile looking between them and they both nod in understanding of how tight the weekend schedule could be, they are shocked they actually have your time right now.

"It's completely okay, we understand! We've only introduced Kuwait and South Africa, we are about to move onto the changed Australia track! Your thoughts?" he exclaims and you smile.

"Yeah, obviously it's going to be exciting with all these new tracks that none of us have driven, so of course there was a lot of testing in the sims... but yeah its great to be here in Kuwait, and I'm excited to go to South Africa as well!" you smile.

"Yes, and how do you feel about Australia being changed from Albert Park in Melbourne to the Adelaide Street Circuit?" Ted asks with a grin on his face knowing how you felt about the Australian races.

"Well, after the spider incident in 2022, I've always been so scared to drive in Australia" you giggle, before Crofty pulls up the video of you in P4 of the Australian Grand Prix in 2022.

Y/N - Theres a fucking tarantula in my car Race Engineer - Copy that Y/N - No i dont think you guys get it, its on me

"And you ended up pitting there was no time to get it out of the car because of where it was, you were crying for the rest of the race and you were going so quick so you could just finish that you actually ended up winning your first race here and overtaking Charles Leclerc in, what back then was an Alfa Romeo." Crofty smiles and you nod.

"Yeah, so where ever that race is in Australia I know ill be on edge the whole time, I'll have my crew do like 6 inspections on my car before each session to make sure. It was traumatizing i tell you!" you admit.

"So after what will hopefully be a spider free stint in Adelaide on their street circuit we move on to south east Asia where we will exchange Suzuka Japan, for the Fuji SpeedWay, a truly iconic track before going back to an old favorite of some of the older driver on the grid like Lewis and Fernando in South Korea at the Korea International Circuit!" Ted says showing the line up for the races after Australia.

"I'm really excited for these, the atmosphere of the fans is always amazing and the tracks here are great I think Audi thrive on these sort of tracks and yeah, I'm excited to see what we can do there!" you smile, looking at the spinning track layout that popped up on screen.

You move on to Miami's replacement being the iconic Californian Long Beach Street Circuit.

"And we've been tipped of, by a certain Cash App driver that he'll be taking you to DisneyLand while out there?" he asks looking at you.

"Yes, Liam has already been once and when I said about wanting to go to radiator springs he and Daniel jumped on the opportunity to go, which then Yuki and Max wanted to come so it's now turned into this whole massive group trip!" you laugh knowing that half the grid would come with you guys.

"And of course much like the UK Italy is another pinnacle of Motorsport and we've had to change out two of the iconic track Monza and Imola. So for the first change of Italy we've changed it to the iconic Mugello track which I just really love, don't you Y/N?" Ted asks looking at you.

"Yeah I think Lando and Osc will be really strong there, I'd like to think me and Carlos are as well with the Audi this year... so yeah I'm excited for Mugello! Obviously they raced here in 2020 so it's the most recent of all the races this year to make a return so its only really me, Oscar, Logan, Fred, Theo and Kimi who haven't raced there" you smile analyzing the twisty track up on the screen.

"Yes, then we'll be moving onto, what was probably one of the toughest decisions of this year which was switching out Monaco and what to switch out such an exciting race with, so they didn't its the only race on the calendar this year that has remained unchanged!" David explains making you nod.

"I think, where this year is to show the history of F1 and what it means to all of us, the teams and the fans. And by keeping Monaco on there where its such a historic track, i think that's actually staying true to a rewind year!" you smile, you'd always loved the vibes in Monaco, from the fans to the track to how your car performed there.

"Yeah i agree i think it was the right choice keeping Monaco!" Ted exclaims also loving the vibes at Monaco.

"Okay, then moving all the way to the west, we'll be in Canada moving from Montreal over to Quebec at the second oldest track, the Mont-Tremblant Circuit!" David shows the new Canadian circuit on screen.

"Then after Canada we've got a really special double header with two Spanish Grand Prix's at different locations. We have the Valencia Street Circuit and Del Jarama Circuit. Both very exciting and it will be a long weekend in Spain!"

"I'm excited to see a street circuit in Spain, obviously we had Madrid for the last two years after Barcelona, so I'm excited for both Valencia as a street circuit and Jarama which is such an iconic track because of those tights turns and yeah I'm really excited for this one!" you smile.

"Obviously next one was another tough one, Silverstone again another iconic track and the UK has so many other iconic tracks that its hard to choose, there was talks of Aintree, Watkins Glen and Donington Park but ultimately they went with Brands Hatch what do you think on this?" Ted asks looking over to you, holding up a page showing all the different UK tracks.

"Yeah, I think there's some really iconic tracks in the UK, its my home so i grew up racing on a lot of those tracks in different motorsport categories, I think there's ones that are arguably better for Formula one, which is why Silverstone is the main circuit as it gives for the most interesting race, however for me it would have been a call between Brands Hatch and Watkins Glen so I'm glad that they chose Brands Hatch, I've got some great memories there at testing and showcasing the car or working with the Top Gear team, so I'm excited to race there!" you explain, the United Kingdom is the like Monaco in being both a founder and royalty when it comes to Motorsport.

"I 100% agree with that, however I just love Aintree so much and am gutted we wont see it!" David Croft admits.

"So after Brands Hatch we move to Monsanta in Portugal which we haven't raced in Portugal since 2021 because of the COVID restrictions but that was in Algarve so it'll be interesting to see the difference!" Ted offers looking at the next circuit floating on their screen as he zoom's in on turn 4.

"Then, again there another track we hate to see go even if its for one year but Spa, its so iconic and its one of the most dangerous circuits we race now and it's being swapped out for Circuit Zolder on the other side of Belgium! Thoughts?" David asks out in the open.

"I" you start.

"Well I think" Ted also starts and you both look at each other in shock before laughing. You let Ted go first to say his piece.

"Well, I think it's no where near interesting as Spa, and especially where its the last race before a break... I think it's going to be way more uneventful than Spa!"

"Y/N?" Crofty asks looking at you.

"I actually think the opposite most of the tracks have been very high risk with lost of turns and chicanes and hairpins that really catch you out, however this reminds me of the simplicity of Monza and everyone, everyone loves Monza. So i think it will really even out the mid field cars" you says observing the track that had nice long straights and minimal turns.

"I agree with you there Y/N! Next after Zolder we head over to the heavily missed Nurburgring in Germany, the last time we saw it was 2019 so again, up until our 2019 rookies would have driven there how'd you feel about this track Y/N?" David asks.

"Well, it's such an iconic track for so many reasons I really wanted to race there after I watched Lando, George and Alex all race there in 2019, I was actually there in the paddock that year with Ferrari as a part of their driver development programme" you nod, explaining to them how excited you were for it.

"Now next in the place of Monza which we just mentioned we have a complete wild card of the Scandinavian Raceway in Sweden! Now this, this is one I'm excited for it's a beautiful track and has the coldest track temps we'll probably get all season! So it'll be a real fight to see who can protect their tyres and manage them well!" Ted explains and you nod, knowing it would be an exciting race.

"Then after that we travel to France where we haven't been for a while, however the Bugatti Au Mans Track in France is iconic, there are so many great tracks in France like Paul-Ricard or the Charade Circuit or Dijon de Prenois, all of them are great but the Bugatti hasn't been done is so long and really means a lot historically to the sport" David offers, showing you one of the only tracks you didn't feel too excited a lean towards.

"Then, we move back across to Aisa, going to an age of favorite of the age old Sepang International Circuit in Malasiya which is one fans have been wanting to see back on the race calendar for a while so i wonder if this will stay into 2027!" Ted takes over, and you nod.

"I'm also very excited for Sepang! After Malaysia we move onto the first ever FIA grade 1 race track the Chang Circuit in Thailand, how to we feel about this?" David asks directly looking at you.

"Not only is it a beautiful track, but it means that Alex now has a chance to race at his home track while racing under his home flag and I think he's really excited for it. He's in a great car, the Williams has come leaps and bounds and are top midfield contenders and definitely will be up there fighting for race wins!" you smile, knowing Alex was so happy to have this opportunity to race in his home country.

"I agree Alex Albon to win in Chang Circuit, I've put my money on it! Our next circuit it one that NASCAR share with us in F1 taking it back to the Indianapolis Speedway, on the lower F1 circuit of course rather than the Oval that the NASCAR drivers use!" Ted explains.

"Yeah, that lower track is great, you got the nice curve and we'll be able to get to those really high speeds. It's an iconic US track just like COTA!" you admit, taking a sip of the water you'd brought with you.

"After Indi, we'll make our way a little further down south to the Rio de Janiro International Track in Brazil, which is instead of Sao Paulo" David explains looking at the second F1 track in Brazil, it was a nice track but Sao Paulo had been on the roster for so long.

"Then, we are back in Las Vegas, but not on the Strp track that was created in 2023, no we are going back to the Ceaser's Palace Track and I know many people complain about these Las Vegas Grand Prix's because of the timings and the drivers not really liking driving at 12pm!"

"Yeah, i agree they are really strenuous just like Qatar for the heat but I love the vibe Las Vegas brings and I like the whole weekend with all the activities in the fan zone and yeah I'm excited they used Ceaser's Palace rather than the Pheonix Street Circuit which i know they were considering.

"I agree. Our last two races, then consist of the Buddah International Circuit in India and rounding off instead of in Yas Marina in the Dubai Autodrome, which will be a really nice round off" David exclaims.

Slowly you end the interview up, needing to go down to the track to get into the car for you leg of pre-season testing.

What a year it would be.

Taglist:

@littlesatanicassholebitch @hockey-racing-fubol @laura-naruto-fan1998 @22yuki @simxican @sinofwriting @lewisroscoelove @cmleitora @stupidandunnecessary @clayra-g @daemyratwst @honey-belden @moonypixel @lauralarsen @vader-is-hot @ironcowboycopnickel @itsjustkhaos @the-untamed-soul @beebo86 @happylittlereader @ziejustme @lou-larcher5 @thewulf @purplephantomwolf @chasing-liberosis @chillyleclerc @chanthereader @annoyingmoonballoon @summissss @evieepepi08 @havaneseoger08 @celesteblack08 @gulphulp @fandom1ruined2me @celebstories @starfusionsworld @jspitwall @sierruhh @georgeparisole @dakotatankbig @youcannotcancelquidditch @zzonsbeek @tallbrownhairsarcastic @mellowarcadefun @ourteenagetragedy @otako5811 @countingstacksandpanicattacks @peachiicherries @formulas-bitch @cherry-piee @hopexcroc @mirrorball-6 @spilled-coffee-cup @mehrmonga @bigsimperika @blueberry64857959 @eiraethh @lilypadlover @curseofhecate @alliwantisadonut @the-fem1n1ne-urge @21stcenturytaegi @dark-night-sky-99 @spideybv28 @i-wish-this-was-me @tallrock35 @butterfly-lover @barnestatic @landossainz @darleneslane @barcelonaloverf1life @r0nnsblog @ilove-tswizzle @kapsylia @laneyspaulding19 @lazybot @malynn @cassielikereading @viennakarma @teamnovalak @landosgirlxoxo @marie0v @jlb20416 @yourbane @teamnovalak @nikfigueiredo @fionaschicken @0picels0 @seomako @urdad-hot @formula1mount @tinydeskwriter @butterfly-lover @ironmaiden1313

[cowboybeepboop]

Can you write something with Javi and Tyler with reader? Maybe like a 3some if you write those. I don't have a plot but I love how your writing them huge fan of yours!

A/n: Hi! Thank you for the request (and ofc your compliment) 😣🙏 I just don’t write threesomes so this is like a “choose your own adventure” type thing if that makes any sense at all. I really don’t know what I'm doing. I just thought this would be an interesting way to work this request while staying in my comfort zone.

Pairing: Tyler Owens x fem! reader x Javi Rivera

Warnings: 🚫 NOT A THREESOME 🚫 and a little bit of awkward fighting

You and Tyler Owens are the top tornado chasers in the country, each with a reputation that precedes them. You’re known for your methodical, data-driven approach, while Tyler is famous for his daring, instinctual chases. Your rivalry is legendary—every storm season, you find yourselves competing to capture the most intense footage and data, often ending up in the same storm, glaring at each other from across the swirling chaos.

Despite your professional rivalry, there’s an undeniable spark between you. Your banter is sharp and filled with double meanings, your competition fueled as much by mutual respect as it is by the desire to outdo each other. Friends and fellow chasers joke that the tension between the pair of you could power a storm all on its own.

Your team pulls into the motel that Tyler and his team are also staying at. You hop out of the passenger seat stretching as you leave the truck. Tyler, leaning against the side of his truck, notices you stretching from across the parking lot. His eyes roam over your form with more than a hint of appreciation, before he pushes himself off the vehicle and saunters over to you.

"Look who it is," he drawls, his voice laced with a familiar smirk. "You just can't stay away, can you?" Crossing your arms over your chest you give him a playful glare.

“And how am I supposed to stay away when this is the only motel in the area?” You walk past him brushing his arm with your shoulder. Tyler falls into step beside you as you make your way towards the motel entrance. He glances down at the spot where your shoulder brushed against his arm, his gaze a little darker than usual.

"Oh, so you're just here for convenience, huh?" He teases, his smirk never leaving his face. "Here I was thinking you just couldn't resist the opportunity to see me again."

”What would make you think that cowboy?” Your lips curve into a smile as you turn on your heel, looking up at him sweetly. Tyler chuckles, his arms crossing over his chest as he grins down at you. His eyes roam over your face, slowly taking in every feature.

"You know I could list countless reasons, darlin'," he drawls, his voice dripping with a southern twang. "But they'd all just boil down to one simple truth – you can't resist my charm."

”Charm?” You giggle, “I wouldn’t call you charming.” You turn once again, getting the key to your room from the front desk.

”No? Then what would you call me?” Tyler's smirk only grows wider as you turn away, his gaze locked on you as you retrieve the keys. He follows you to your room, his broad shoulders filling the hallway, making it feel far more crowded than it truly was.

"Coz let me tell you, sweetheart" he murmurs, stepping so close that his chest is nearly pressed against your back "Charm seems like the right word to me." Unlocking your door you swing it open, standing in the doorway.

”I’m thinking something more along the lines of arrogant,” your voice laced with amusement. “Yes, arrogance is the perfect way to describe you,” your playful smile widens.

Tyler laughs, his hand braced against the door frame as he leans into the door to loom over you. “Arrogant, huh?” He echoes, raising an eyebrow. “I like to think of it as confidence. I know what I’m about.”

He reaches out, his fingers trailing a path down your arm, leaving a trail of heat in their wake. “Besides, darlin’, you've never had a problem with my arrogance before. Seems more like you're trying to rile me up...”

You look up at him, your eyes landing on his lips. “Why would I want that?” You put a hand on his chest. Leaning toward him you stand on your tippy toes, “What would I get out of trying to rile you up, cowboy?” You murmur against his ear.

A shiver runs down Tyler's spine as your breath fans over his skin. His heart rate increases, his broad chest rising and falling rapidly. He swallows hard, trying to maintain his cool facade, but the heat in his eyes gives him away.

"I can think of a few things, sweetheart," he murmurs, his voice thick with barely concealed lust. He grips your hip, pulling you closer, his fingers digging into your flesh.

“Yeah?” You run a finger over his jaw, “So are you gonna keep playing games or will you come inside and do something about it?” Your eyes darkened by desire as you look up at him. Tyler's self-control snaps with your words.

With a low growl, he pushes you back into the room, closing the door behind him with a slam. He pins you against the door, trapping you between the hard wood and his hard body.

He towers over you, his hands planted on either side of your head, caging you in. His gaze rakes over you, his eyes dark with a mix of desire and barely suppressed need.

"You're playing a dangerous game here, darlin'," he warns, his voice rough. "But I never back down from a challenge." Your arms wrap around his arms pulling his face close to yours you hover your lips over his.

”Are you sure about that, Owens?” Tyler's eyes lock onto your lips, his breath hitching at the closeness.

"Absolutely sure," he murmurs, his breath fanning over your skin. "And don't call me 'Owens' in that voice. It drives me crazy, damn it." he murmurs before crashing his lips against yours.

The kiss is fierce and possessive, his tongue demanding entrance as his hands snake around your waist, pulling you impossibly closer. Your arms pull him closer as you let his tongue in your mouth.

He breaks the kiss to gasp for breath, his forehead resting against yours. "You really enjoy pushing me, don't you?" He pants, his chest heaving.

”Of course I do, Owens.” You smirk, he growls lowly, his eyes narrowing at the use of his last name.

"You're walking a thin line, sweetheart." he warns as his hands slide lower down your waist, his fingers gripping your hips almost to the point of pain. "Keep it up and I'll have to put you in your place." His lips brush against your ear, his warm breath sending shivers down your spine.

”Is that so?” You push his chest away from you, moving past him and hopping onto the bed. “I’d like to see you try,” your smirk grows as you slip your shirt off, tossing it to the side of the room.

Tyler's eyes widen at the sight, drinking in every bit of flesh revealed with hungry eyes. His jaw clenches as his fists clench, resisting the primal urge to pounce on you right then and there.

With a low, frustrated groan, he takes a step forward. "You just can't help yourself, can you?" he mutters, his gaze glued to your body.

He stops at the edge of the bed, his eyes roaming over your form, his breathing ragged. "You're playing with fire, sweetheart. I hope you're prepared for the burn." You pull him to you by the loops of his jeans, your hands sliding up his shirt.

Tyler lets you pull him closer, a low groan escaping his lips as your hands make contact with his skin. The touch of your fingers against his bare flesh sends shivers down his spine.

"You're going to be the death of me," he gasps out, his chest rising and falling rapidly as he tries to maintain control.

But the sight of you, half-naked in front of him, threatens to break his restraint. Lifting up the fabric of his worn shirt, you motion for him to pull it off as your lips trail kisses over his abs.

Tyler obeys your order without hesitation, quickly pulling the shirt over his head and tossing it aside. He looks down at you as you kiss his abs, his breathing becoming more ragged with each touch of your lips against his skin.

His hands tangle in your hair, holding your head against his stomach, silently encouraging you to continue. A loud knock interrupts you, “Hey Y/N are you in there?” Javi’s voice rings through the air.

“Yeah, just a moment,” you respond, shoving Tyler toward the closet. “Hide, don’t make a sound.” You warn, your voice a quiet demand. Tyler's eyes widen in surprise, but he obeys your command without question. He slips into the closet and shuts the door softly behind him, just enough for him to peek out.

He watches you through the crack in the closet door as you respond to your friend, a mix of annoyance and amusement playing across his face. You open the door completely forgetting about your missing shirt.

Javi glances towards the closet, only to see... nothing, his eyes widen slightly as he grins, "Aha! You got a man over don't you." He chuckles, leaning against the doorway.

He gives you a nod, "He's in there right?" Javi continues, his tone turning to a more questioning one. He eyes the door that was in front of the closet before turning his head towards you. His face now is a mix of both confusion and amusement.

”No,” you laugh stiffly blocking him from moving toward the closet door. Javi takes one last glance at the door before turning his attention back to you, giving you a teasing smile.

"Alright, alright, I believe you." His eyes dart back to your exposed chest for a brief moment. You cross your arms over your chest as he takes a step toward you.

Javi notices you become a bit more defensive, a smile plays on his lips, "What's the matter? Aren't we good friends?" He leans in, kicking the door shut, his tone turning seductive as he eyes you with a small smirk on his lips.

”We are,” you draw out as he steps closer to you.

Javi continues to step closer to you, his smirk becoming more apparent the closer he gets, “Then what’s wrong?” He begins to lean down slightly, almost as if he’s planning to steal a kiss from you.

A flush creeps up your neck as Javi brushes a stray hair out of your eyes. Javi leans in, his smile still prominent as his hands reach around your waist, his lips gently pressing against yours, but only for a split second. His eyes gaze back into yours before he pulls away.

Your eyes widen as he pulls away, your breath hitching as you hear Tyler clear his throat, stepping out of the closet. He steps into the room and makes eye contact with Javi, raising an eyebrow as he eyes you both.

“What the hell are you doing, Javi?” Tyler's voice is filled with rage as he balls his fist.

Javi raises an eyebrow, a grin appearing on his lips, "What? Is my girl not allowed to get kisses from me?" Javi crosses his arms, looking from you to Tyler as if he's daring him to continue.

"Your girl?" Tyler crosses the room, getting right up to Javi as he looks him in the eyes, "Since when did you own my girl?" You step between the two of them.

“Okay boys, let's be civil,” you glance between them sighing as you try to think of what to do next.

"Civil?" Tyler’s face scowls as he looks back at you, "He kisses you and you're asking for civil?" His eyes look at you intently as he puts his fists on his waist.

Javi crosses his arms, glaring at Tyler. "Alright, listen," he holds up a finger, "One, she's not yours, get that in your head," his eyes now only focus on Tyler, his brows furrowed, "Two, you're lucky it was just a kiss and not something a lot more"

Tyler's now right next to you, looking at Javi with a look of pure anger in his eyes, "You have some nerve," he continues to clench his fist as his temper rises, "Thinking you can kiss my girl then threaten me, you’re lucky I don't beat your ass."

Javi grins, a hint of madness in his eyes. He looks Tyler in the eyes, "What are you gonna do about it?" His eyebrows furrow, "Cause I sure as hell have no problem taking a swing at you."

”Boys, seriously stop it,” you say sternly, narrowing your eyes at them.

a/n: this is like the choose your own adventure part of this idek, but this is the Javi version if you’re interested in his over Tylers idrk.

“Javi, just go okay?” You push Tyler away from Javi as you try to calm the situation. “We’ll talk in the morning. We can just talk in the morning.”

Javi gives a nod, looking from you to Tyler. He rolls his shoulders, "Fine," he walks towards the door before turning back to look at you, "We have a lot to talk about."

“I know,” you sigh as he leaves, slamming the door behind him. Tyler stands in silence for several long moments after Javi leaves, his chest heaving with anger and jealousy. He turns to you, his jaw clenched tight, his eyes burning with barely concealed possessiveness.

"What in the hell was that?" he growls, his voice dripping with venom. "He just barged in here, kissing you, and you just... let him?" Your hand goes to his arm as you look up at him.

“Ty, I didn’t know what to do, it was completely out of nowhere,” your eyes scan his face, your eyebrows furrowing as you try to read his expression. Tyler's jaw clenches tighter at your touch, his body rigid with tension. He takes a step closer to you, his eyes boring into yours.

"What do you mean you didn't know what to do? You should have pushed him away, told him to back off,” he grits out. “You’re supposed to be mine, damn it!" You flinch softly, taking a step away from him.

“Tyler.. I didn’t…” your voice trails off as you drop your hand from his arm. Tyler's heart clenches at the sight of your flinch, his hand immediately reaching out to grab your wrist, preventing you from backing away from him.

"Hey, hey," he says, his voice a little softer, "I just... I didn’t like seeing him paw all over you like that, especially since he had no right to." He steps closer, his free hand reaching out to gently lift your chin, forcing you to look at him.

”I know, I should’ve done something..” a sigh leaves your lips as you set your hand on his waist squeezing his bare skin softly.

Tyler's tension eases slightly at your touch, the feel of your fingers on his bare skin sending a shiver down his spine. He lets out a breath he didn't realize he was holding, his body relaxing a bit.

"You should've," he agrees, his voice still a little gruffer than normal. "But I understand... it was unexpected, I get it." He lets go of your wrist, his hand coming to rest on your hip, pulling you closer to him.

You press your cheek to his chest, wrapping your arms around him, hugging him tight. Tyler's arms wrap around you, holding you against him, his hands running up and down your back in slow, soothing motions.

He buries his face in your hair, inhaling deeply as he tries to calm himself down. "I just... I can't stand seeing him put his hands on you that way,” he murmurs, his voice muffled as he talks into your hair.

”Maybe you can talk some sense into him tomorrow,” you mumble against his skin, “but.. can we not let that ruin what we have going on?” Tyler's hands still on your back, his fingers pressing into your skin. He leans his head against yours, his breath fanning your ear.

“Yeah.. yeah, I’ll talk to him tomorrow, I’ll knock some sense into him, make sure he keeps his hands to himself from now on,” he mutters, his voice still holding a hint of anger.

But then his tone softens, and he pulls away slightly to look down at you, a small smirk tugging at his lips. "But you’re right, we shouldn’t let him ruin our night, right?"

“Mhm,” you press a kiss onto his shoulder moving your hands up his back, onto his shoulder blades. Tyler’s eyes flutter shut at your kiss, a soft hum escaping his lips as you press yourself against him. He lets his hands wander up your sides, his fingers brushing over your bare skin.

He shivers at your touch, his mind quickly turning from anger to desire. He turns his head to your ear, his breath hot against your skin as he speaks. “You’re so damn distracting…” he mutters, his hands gripping your hips just a little tighter.

”A good distraction,” you murmur in between kisses “I hope…” your hands slide down his back as you press your chest against his.

“A very good distraction,” he agrees, his voice low and gravelly. His hands slide lower down your hips, his fingers digging into the soft flesh of your thighs. He sucks in a breath as you press yourself against him, his body reacting instantly to the feel of your bare chest against his.

“You're making it real hard to think straight right now,” he groans, his eyes slowly raking over your body. You smirk and crouch leaving a trail of kisses down his body as you lower yourself onto your knees in front of him.

Tyler watches you with darkened eyes, a low groan escaping his lips as he watches your lips travel down his body. His hands reach out to tangle in your hair, his fingers gripping the strands tightly as he watches you move lower and lower.

“You’re playing a dangerous game, sweetheart,” he grits out, his voice strained, his body already reacting to what he knows is about to happen.

You look up at him through your lashes, a mischievous glint in your eyes. "I know exactly what I'm doing, Tyler," you murmur, your voice sultry and filled with promise. Your hands make quick work of his belt buckle, unbuttoning and unzipping his jeans. Tyler's breath hitches as you free him from his confines, his eyes never leaving yours.

You wrap your hand around him, stroking gently, watching as his pupils dilate with need. His fingers tighten in your hair, guiding you closer as you lean in, your lips parting to take him in your mouth.

His hips jerk at the contact, a groan escaping his lips as you begin to suck and lick with a practiced skill that leaves him trembling. His eyes fall shut, his head tilting back, as he gives in to the pleasure you're giving him.

You continue to suck him off with a fierce dedication, your mouth moving in a rhythm that leaves him gasping for air. Tyler's eyes fly open, locking onto yours, the intensity of your gaze sending a bolt of electricity through him.

His hips rock into your mouth, the pressure building as you swirl your tongue around the tip of his cock. His grip on your hair tightens, guiding you faster and deeper, his breathing growing erratic.

You can feel him swell in your mouth, his muscles tensing as he nears the edge. You don't relent, taking him as deep as you can, your other hand cupping his balls, gently massaging them as you suck.

His legs wobble, and a string of curses fall from his lips as he finally releases, the warmth of his cum filling your mouth. You swallow it all, not breaking eye contact as you slowly pull away, leaving him panting and thoroughly satisfied.

With a fiery hunger in his eyes, Tyler pulls you to your feet, his grip on your arms firm yet gentle. In one swift motion, he lifts you off the ground and tosses you onto the bed, the mattress bouncing beneath your weight.

His movements are swift and deliberate, fueled by the passion that's been building between you for what feels like an eternity. You giggle in surprise, your cheeks flushed with excitement as he crawls over you, his eyes never leaving yours.

He pins your wrists above your head, his strong thighs straddling your waist, and captures your mouth in a demanding kiss that leaves you gasping for air. His tongue tangles with yours, tasting the remnants of his own desire on your lips as his hips grind against yours, the friction sending waves of pleasure through both of you.

His kisses turn into nips and licks as he trails his way down your neck, his teeth grazing your skin, leaving a path of goosebumps in their wake. You arch into him, your body responding to his touch like it's been starved for it.

With a growl of pure need, Tyler releases your wrists, he takes in the sight of your heaving chest with a hunger that makes your pulse race. His thumbs hook into the fabric of your bra, pulling the material down to expose your nipples. He takes one into his mouth, suckling it hard as he plays with the other with his thumb and forefinger.

You moan, arching your back as pleasure spikes through you. He kisses a trail down your body, his mouth watering at the thought of feeling more of you. He reaches your jeans, his hands deftly unbuttoning and unzipping them before sliding them down your legs, along with your panties.

His eyes darken as he takes in the sight of your wetness, a testament to how much you want him. He lines himself up with your entrance, the anticipation almost too much to handle. With one powerful thrust, he enters you, filling you completely, eliciting a gasp from your lips.

His strokes are deep and rhythmic, hitting that spot that makes your eyes roll back in your head. Your legs wrap around his waist, urging him closer as you meet each thrust with equal fervor. The electricity in the air is palpable as you move together in a dance of passion and desire.

He fucks you with desperation and hunger, his hips pounding into yours, each thrust punctuating the unspoken words of need and longing that hang in the air between you. Your nails dig into his back as you try to keep up with the ferocity of his movements, your breaths coming in short, sharp gasps.

Your bodies are slick with sweat, sticking together as if trying to become one. Tyler’s eyes never leave yours, his gaze a mixture of fierce possession and blazing desire. He’s claiming you in this moment, marking you as his own in the most primal way possible, and you can’t help but feel the same need to claim him back.

The tension in the room is thick, the tumultuous passion unfolding on the bed. Each stroke feels like a declaration of war, a battle of wills, but one that you’re both eager to lose in the sweet surrender of climax.

As your bodies reach their peak together, Tyler's hips stutter to a stop, his cock pulsing deep within you. You tighten your legs around his waist, your muscles clenching around him, as you both let out a symphony of moans and gasps.

The tension breaks, and in the aftermath, Tyler collapses on top of you, his weight pressing you into the mattress. His breaths are hot and ragged against your neck, his chest heaving with exertion. Without breaking the intimate connection, he shifts slightly, his mouth finding your skin once more.

He sucks hard, leaving a dark hickey in the crook of your neck, a brand of his ownership that sends a shiver down your spine. You arch into his touch, the sting of his teeth mixing with the sweet ache of your release. His hands roam over your body, possessive and tender, as he marks you with more bruises of passion.

Finally, he pulls back, his eyes locking onto yours, the heat between you still smoldering. "Damn, darlin'," he whispers, his voice hoarse with need. "You're mine." Your heart swells at his words, the intensity of the moment etching itself into your soul. You stroke his cheek, smiling softly. "Always have been, Tyler." You murmur, your voice filled with a quiet satisfaction.

He grins, his eyes sparkling with mischief as he rolls off of you, pulling you into his arms. You both lay there, tangled in the sheets and each other, finally at peace in the eye of the tempest that is your rivalry and desire.