#i have so many thoughts about this and about data in general also

[triptychofvoids]

thinking about how i hate datas emotion chip and how they used it in the tng movies and how i think they should not have used the emotion chip as a way of showing datas character growth because i think he already has emotions (albeit i think he experiences them differently than humans do) and how i think a better way to convey his growth as a character would have been through him coming to a better understanding of himself and his own experiences rather than experiencing emotions in a completely human way and how i think that if they really wanted to show him becoming more in touch with humanity they should have just given him the ability to taste which i guess they kind of did but food is so deeply rooted in human culture and i remember him saying in the series that he would be willing to experience bad emotions if it meant he could taste his dessert and i think giving him the ability to taste food without the inclusion of the emotion chip would have been a much better more fun and less jarring step forward for his character

[ko-eko-ev-go-ms]

It continues to trip me up how much human brains are just weird organic computers

[psychoticallytrans]

There's this idea, fairly common in society, that mental illness is for teens and up. Children are happy little creatures, generally, right? Sometimes they're abused and the trauma can make them mentally ill, but that's not common.

There are two fundamental problems with this attitude. One, it's incorrect to assume that trauma is the only reason a young kid can be mentally ill. Two, trauma is more common than people think. I'll be covering the first problem in this post through the lens of my particular experience.

Where I live, you can be diagnosed with bipolar disorder at 18 years old. You cannot be diagnosed with bipolar disorder as a minor. This poses a problem because my age of onset was in first grade, roughly six years old. Because of the fact that I was very young and new to the world, this was also the age of my first suicide attempt. Thinking I wouldn't be able to pass a spelling test genuinely felt like something worth trying to die over. So, I ate some hemlock, since I'd read about Socrates being killed with it. Luckily, I ate western hemlock, an unrelated species, and just felt kind of sick.

I'm not recounting that for fun or pity. I'm recounting it because children with mental illness are in genuine danger because they have little to no experience with managing their emotions, have little to no concept of the idea that their life can change and improve, and are dismissed by adults. I told a teacher that the test made me want to die, though not that I'd attempted to, and it was brushed off as little kid hyperbole. If I had used a method that was effective rather than one I thought would be, I would have been dead at six years old.

I would not receive medication that worked even a bit for another two years. I would not receive treatment for bipolar disorder specifically for ten years, and that required my PCP fudging the reason for the medication because she was afraid I would die if she didn't, and diagnosis was still two years off at minimum. I received a formal diagnosis at age 19, thirteen years after onset.

But surely that's uncommon, right? This story is a huge edge case, right? I actually have no idea, because age of onset and age of diagnosis are massively conflated for most disabilities. Policies like the one in my area that restricted bipolar diagnoses by age can artificially raise the age of "onset", in my case by thirteen years. The general idea that children are somehow immune to mental illness can also delay diagnosis by several years, perpetuating the idea that young children can't be mentally ill. The data on when people start experiencing mental illness is inherently skewed upwards, and I frankly don't have a good estimate on how bad that skew is. If anyone does have that data, please chime in.

Listen to children. If they're saying they're sad all the time, that they don't care about anything, that they don't see a future for themselves, those are signs of depressive symptoms. If they say that tests make them feel sick, that they can't do anything because they're scared, that they can't breathe and freeze up, those are signs of anxious symptoms. Many children talk about imaginary things, and that's just fine, but slip in a question or two about them to make sure that the kid is just playing, and not experiencing psychosis.

Children are new to the world and vulnerable, and they don't know what's normal and what isn't. They need people who are more experienced watching out for problems they might be having, and listening when they talk about having problems. If you can, try to be the person who perceives them, and tells them that things can be better.

[loveluvrs]

she's my pretty girl l lando norris x reader

request/summary – AHH HI MARYAM!!! it's shelbi:) i NEED a lando fic where he takes reader to the paddock for the first time and EVERYONE sees they totally like each other (but they complete oblivious idiots) — 🌟

author's notes – i loved writing this one!!! thank you to bff @keerysfreckles for the wonderful req <33 ALSO LANDO SPRINT POLE WOOOOO!!!!!

My fingers hover over the send button. I sigh as I delete the message again. Lan, I don’t know if I can. There’s gonna be so many cameras and so many people and you know people will think we’re dating for sure, I text my best friend Lando.

Come on, pretty girl, I’ll be right there with you the whole time. I promise, he texts back.

:(( come over tonight for movie night and we’ll talk about it, I text as I felt the anxiety already growing in me.

Lando helps me set up movie night. Popcorn bowl in hand, I slot myself next to Lando, our hips touching as I slightly lean into him, placing the bowl in between us. “Time to talk?” He asks expectantly. I groan. “Oh come on, let me at least distract myself for a little bit before we start this headache of a discussion again,” I say as I scrunch up my face in playful annoyance. Lando laughs at this, placing a small kiss on the tip of my nose as he says, “okay miss dramatic.” 

I pout. “Lan, you know how my anxiety gets. And that’s just in general. With all those cameras on me? I mean, it’s gonna be suffocating,” I say with a nervous gulp. Just thinking about all the attention made me anxious.

He puts on a soft smile. “I know, pretty girl. You don’t have to come if you don’t want to. I just know you’ve been really wanting to go to a race, and I thought what better time than here in Silverstone so you don’t have to take any extra flights? But really, I won’t make you go unless you’re comfortable with it, alright?” He says softly with 100% focus and attention and determination in his voice. That was one thing I could always count on; if I was feeling anxious about something, no matter how small, Lando would be there to take me seriously and comfort me through it. 

“I want to be there for you, you know I do,” I say softly with a frown, “there’s nothing I want to do more than support my best friend, my favorite person, at his home race.” 

“Pretty pretty girl, you don’t need to explain yourself to me. I understand, okay? And I won’t think anything less of you based on whether or not you come. I’ll still love you all the same,” he says softly as he puts my hand in his and squeezes it to comfort me. 

——

The next morning, I showed up to the paddock a little late, since I had to curb an oncoming anxiety attack in the morning. I also hadn’t told Lando that I was going to be coming, so I had no idea where to go. By the time I reached, Lando was already in the car for the first practice session. 

After the practice session was over, Lando stalked back into the Mclaren garage, talking with his race engineer about some of the data they picked up. He stops in his tracks when he sees me and immediately engulfs me in a hug. His hands wrap around my waist and my arms wrap around his neck. 

“Hey! I didn’t know you decided to come?” He says with his signature bright smile as he held me close. I hum. “I was just a bit late in the morning, sorry about that,” I say softly. “Nothing to be sorry about, pretty girl,” he says softly as he places a soft kiss on the top of my head before letting me go. 

Since that moment, unless he was in a team meeting or in the car, Lando stayed attached by the hip to you. You couldn’t decide if it was comforting or overwhelming, to be honest. On one hand, he made sure to be there so he could explain everything to you and introduce you to everyone, and whisk you away when he felt like it was getting all too much for you. On the other hand, his presence meant a herd of cameras would almost surely follow my every move if I was with him. 

Oscar, for one, got a bit tired of the fact that every time he saw his teammate, Lando was too busy making heart eyes at you to even think about anything else. “Why don’t you just admit you’re madly in love with her?” He asks Lando with an exasperated sigh after the two of them are walking back from a media briefing. 

“She knows I love her,” Lando says casually. Oscar rolls his eyes and scoffs at the response. “Okay she knows you love her, but she doesn’t know you’re in love with her,” he explains. Lando gives Oscar a confused look. “Mate, you’ve just said the same thing twice,” he says as his eyes begin to scan the crowd for you. Oscar groans before walking off in frustration, wondering when on Earth these two idiots were gonna realize they’re both in love with each other. 

Later that evening, Lando and I walk into his hotel room after he was done with everything for the day. I lay down in the bed immediately, exhausted from all the socializing I had to do all day. Lando laughs at this, “sleepyhead,” he teases in a murmur. He takes a quick shower and changes into a comfy hoodie and sweats before coming back and laying on the bed next to me. I’m sat watching some spy movie on the tv. He tilts his head at the tv, “what’re you watching?” He asks curiously. 

“Honestly, no idea,” I say with a giggle, “I just saw that Theo James was in it so I had to watch.” Lando settles into bed as we watch. Eventually, he finds my gaze on him and his lap, which was clearly not as subtle as I wanted it to be. He nudges me playfully with his elbow. “C’mere,” he says softly as he pats his lap. I, who was clearly in my own thoughts, seemed to wake up out of my trance. “Huh?” I ask in confusion. He holds his arms wide for me, “come here and cuddle,” he says softly.

I waste no time before doing as he says, laying in between his legs, my back to his chest. His arms wrap around my waist and he places a soft kiss on my head. I hum in content as I relax into him. Lando always knew when I needed some physical affection, which was useful because there was nothing I hated more than having to ask for some love. “I love you,” he whispers as his face burrows into my neck, placing a kiss there. I’m about to respond when Oscar suddenly enters the room. “Hey mate, have you seen my- uh. Sorry, am I interrupting something here?” He asks as his eyes dart between Lando and I, and the extremely close position we seem to be in. 

“Nope! Just cuddling. What’s up?” Lando asks nonchalantly. Oscar’s eyebrows raise at Lando’s answer. “You know what, never mind, I think I know where I’ve left it,” he says as he slowly backs out of the room. 

“What was that all about?” I ask in confusion. “Hmm, who knows, he’s been acting weird all day,” Lando says as he resumes placing kisses on my neck and shoulder. “I love you,” he repeats again in a gentle tone. I hum. “I love you too,” I say softly. “I’m so insanely happy you decided to come to the paddock today, honestly,” he says in a quiet yet soft murmur, “don’t think I could be any happier than having my pretty girl with me.” “Why are you trying to flatter me?” I tease him with a giggle. He scoffs, “sorry. Didn’t know I couldn’t be nice to my best friend,” he retorts playfully.  

We go out for dinner an hour later with Oscar and Lily. I instinctively sat next to Lando as usual. I’m scrolling through Twitter while we wait for our food when I feel Lando’s hand intertwine with mine. I think nothing of it, but see Oscar and Lily exchange a glance towards each other. 

“You owe me 5 pounds,” Oscar whispered in a hushed voice to Lily with a sassy smile tugging on his lips. “No, you said 5 pounds for the heart eyes,” Lily whispers back defensively. “Oh come on, that’s basically the same thing! It’ll happen in a few minutes anyways,” Oscar whispers playfully. “I so badly wanted us to be proven wrong and for something to happen,” Lily says quietly to Oscar in a sympathetic voice. “They’re both idiots, I don’t think either of them will figure it out,” he says with a laugh. 

The laugh catches both Lando and I’s attention as we look up from our phones. “Hmm? Did you two say anything to us?” Lando asks curiously. “Oh, uh no. Don’t worry about it,” Oscar says with an embarrassed smile. The rest of the night goes by with hushed remarks from Oscar every once in a while every time Lando does something like giving me some of his own dish since my portion size was small, or when he asks if I’m okay after I drop the fork under the table and hit my head on the table when I try sitting back up, or when he just simply listens to me like I’m the only person in the room. 

——

“You’ve been staring at her for five minutes now,” Oscar says as Lando stares at you from across the paddock as you talk to Lewis. “Shut up,” Lando mutters as he tries to sound annoyed by utterly fails because he could never be annoyed while you were in his line of sight. 

I walk up to him a minute later, a bright smile on my face. “Guess what!” I say excitedly as Lando’s hand instinctively wraps around my waist. He hums. “Tell me what’s got you all happy, pretty girl,” he says with a soft smile.

“Lewis said that he’d take me out tonight to visit that new café I was telling you about, remember?” I say excitedly. Lando immediately frowns. “Lewis? Why didn’t you ask me to take you there?” He asks as he tries to not let his jealousy show. “Well I know you aren’t really into that type of thing, I looked at the menu and you wouldn’t have eaten anything there,” I say casually. 

“Well still. I don’t care. I’m coming with,” Lando said with a tone of finality. Suddenly Oscar started speaking. “Guys did you know theres a new movie coming out with Zendaya? The Jealous Man?” He says with a look towards Lando. Lando took the hint with an unamused expression on his face. “You know what? I think I’ve got a team thing tonight, so I’ll have to skip out. Sorry pretty girl, but have fun with Lewis, hmm?” He says softly. “You sure? We can wait for you if you want,” I say softly, not wanting Lando to miss out if he wanted to go. Lando shakes his head. “Nah nah nah, even if you wait, I’d be far too tired later,” I says as he takes my hand in his. 

——

Lando sat staring at his phone while he sits in his hotel room’s bed. He had tried everything to keep him occupied; working out, eating, the sim, talking to Oscar, facetiming Max, but nothing could keep his mind off of the thought of you and Lewis together. He groans as he caves in, texting you. 

pretty girlllllllllll, where are you? I miss you :(, he texts with clear desperation in his text. 

hi! Lewis and I are gonna go for a walk on the beach before heading back. Is that okay? I text, not wanting him to feel too lonely while I was gone. 

Lando sighed at my message. yeah don’t worry, pretty girl, have fun, he texts back, I love you. 

When I finally get back to the hotel, I’m exhausted. I kick off my shoes to find Lando already asleep. I get changed into some sweats and lie next to him. “Lan?” I whisper softly, “‘m sorry I was late, I know you missed me.” I sighed when I got no reply back, so I simply scooted towards him, my arms wrapping around him from behind. “I love you,” I whispered into the dark. I heard a slight grumble afterwards. “Love you too,” came a murmur from Lando. 

The next morning I met Lando and Oscar at the paddock before qualifying, but Lando seemed a bit distant. So I went up to him while he was talking to Oscar

“Are you mad I went out to spend time with Lewis instead of you last night?” I ask Lando in a quiet voice with a frown on my face.

Lando turned around to face me. “Oh, pretty girl, I could never be mad at you,” he says as his voice softens, “I love you. Just missed you, that’s all.” “You’ve been ignoring me this whole morning,” I say as my frown deepens. His entire body deflates at the sight of your frown. “No no no, I’m sorry, I wasn’t trying to. Sorry if it felt like that,” he says softly as his hands wrap around my waist to give me a hug. “Love you,” he murmurs into my hair, “I promise.” 

Oscar rolls his eyes at the scene with an amused laugh. “Heart eyes, five pounds,” he mouths behind Lando, knowing that Lando would have melted the second you came into view. 

“God, these two will stay idiots forever,” Oscar muttered under his breath with a laugh as he looked at the very obviously love-stricken pair in front of him. 

[ayeforscotland]

What is Dataflow?

This post is inspired by another post about the Crowd Strike IT disaster and a bunch of people being interested in what I mean by Dataflow. Dataflow is my absolute jam and I'm happy to answer as many questions as you like on it. I even put referential pictures in like I'm writing an article, what fun!

I'll probably split this into multiple parts because it'll be a huge post otherwise but here we go!

A Brief History

Our world is dependent on the flow of data. It exists in almost every aspect of our lives and has done so arguably for hundreds if not thousands of years.

At the end of the day, the flow of data is the flow of knowledge and information. Normally most of us refer to data in the context of computing technology (our phones, PCs, tablets etc) but, if we want to get historical about it, the invention of writing and the invention of the Printing Press were great leaps forward in how we increased the flow of information.

Modern Day IT exists for one reason - To support the flow of data.

Whether it's buying something at a shop, sitting staring at an excel sheet at work, or watching Netflix - All of the technology you interact with is to support the flow of data.

Understanding and managing the flow of data is as important to getting us to where we are right now as when we first learned to control and manage water to provide irrigation for early farming and settlement.

Engineering Rigor

When the majority of us turn on the tap to have a drink or take a shower, we expect water to come out. We trust that the water is clean, and we trust that our homes can receive a steady supply of water.

Most of us trust our central heating (insert boiler joke here) and the plugs/sockets in our homes to provide gas and electricity. The reason we trust all of these flows is because there's been rigorous engineering standards built up over decades and centuries.

For example, Scottish Water will understand every component part that makes up their water pipelines. Those pipes, valves, fitting etc will comply with a national, or in some cases international, standard. These companies have diagrams that clearly map all of this out, mostly because they have to legally but also because it also vital for disaster recovery and other compliance issues.

Modern IT

And this is where modern day IT has problems. I'm not saying that modern day tech is a pile of shit. We all have great phones, our PCs can play good games, but it's one thing to craft well-designed products and another thing entirely to think about they all work together.

Because that is what's happened over the past few decades of IT. Organisations have piled on the latest plug-and-play technology (Software or Hardware) and they've built up complex legacy systems that no one really knows how they all work together. They've lost track of how data flows across their organisation which makes the work of cybersecurity, disaster recovery, compliance and general business transformation teams a nightmare.

Some of these systems are entirely dependent on other systems to operate. But that dependency isn't documented. The vast majority of digital transformation projects fail because they get halfway through and realise they hadn't factored in a system that they thought was nothing but was vital to the organisation running.

And this isn't just for-profit organisations, this is the health services, this is national infrastructure, it's everyone.

There's not yet a single standard that says "This is how organisations should control, manage and govern their flows of data."

Why is that relevant to the companies that were affected by Crowd Strike? Would it have stopped it?

Maybe, maybe not. But considering the global impact, it doesn't look like many organisations were prepared for the possibility of a huge chunk of their IT infrastructure going down.

Understanding dataflows help with the preparation for events like this, so organisations can move to mitigate them, and also the recovery side when they do happen. Organisations need to understand which systems are a priority to get back operational and which can be left.

The problem I'm seeing from a lot of organisations at the moment is that they don't know which systems to recover first, and are losing money and reputation while they fight to get things back online. A lot of them are just winging it.

Conclusion of Part 1

Next time I can totally go into diagramming if any of you are interested in that.

How can any organisation actually map their dataflow and what things need to be considered to do so. It'll come across like common sense, but that's why an actual standard is so desperately needed!

[badkitty3000]

Breaking The Rules

Five x Plus Size Female Reader, Words: 8,159, One-shot

Warnings: Smut, slight Daddy kink

So I received a very lovely request from someone I won't name, but they asked for something very specific:

"There aren't that many Five x plus size reader fics, And I think that should be changed"

I immediately jumped on this idea, because yes, this does need to change. Body representation is very important. I fully admit that I normally write Five with petite women, and that's usually because he's not a huge guy himself, so I tend to make them smaller. That's kind of the standard formula I suppose: bigger guy, smaller girl? But it doesn't have to always be that way. Everyone should be represented in a positive way.

Anyway, I have tried my best to fulfill this request and hopefully I do it justice. 😽❤️☂️

You had just been transferred from Records to Case Management. It was a pretty big promotion, but you had worked hard for it and deserved it. You were excited to be out of the stuffy records room and into the main population of employees since you were by nature a very social person. At one point you had thought about training for an agent position, but decided against it. Even though that’s really what you dreamed of doing. Instead, you figured vying for an executive position would be the best route, but that would take a few more years in the machine.

Part of your job was taking the data that you put together and assigning a particular agent to the case. You were good at solving puzzles, which is why you were put in this department to begin with, but you were also very good at reading people. You loved getting to know new people and their personalities, and what made them tick. People in general were fascinating to you, and the Commission had plenty of personalities.

As usual, you had no problem fitting in with your new coworkers. You had some sort of energy or charisma that drew others in. Maybe it was your infectious laugh, or your inappropriate sense of humor. Or just that way that you had of putting everyone around you at ease. Whatever it was, it was a source of pride for you. You liked being the one people gravitated to.

There was one person that did not seem as smitten with you as everyone else, and that was Number Five Hargreeves. You knew of him, of course. Everyone did. He was a legend among legends and there was a reason for that. You hadn’t been there the first time around, when he was fresh out of the Apocalypse, but when he came back years later as a younger version of himself, it was all anyone could talk about.

Five had a reputation for being aloof and if you caught him on the wrong day, he’d cut you down with some biting insult that was just as powerful as any physical harm he could do. He was smart, agile, and brutally honest. He was also hot as hell.

There seemed to be no end to the line of women that would purposefully parade past him on a daily basis. You couldn’t blame them, though. You’d caught yourself staring a few times, as you watched him read over a file with that serious expression of his, before he nodded a curt thank you and disappeared in a flash of blue. But you weren’t really that interested in him and you knew for a fact that he didn’t date inside the office. You admired that about him, actually, because neither did you.

Just because he wasn’t sleeping around the Commission, however, didn’t mean he wasn’t getting some action elsewhere. When you work for an organization that can see anything and everyone across all timelines and at any point in time…well, rumors are bound to start spreading. And you had heard a lot of them.

As with all rumors, it was hard to determine how much of it was true, but you could at least believe what you heard about his usual taste in women. Petite, thin, perky boobs, a flat stomach, and a small, tight ass. The guys at the switchboard loved to give descriptions of Five’s latest conquests, and they all sounded about the same. But hey, good for him, everyone has a type.

So, even if you were somehow interested in him from a romantic standpoint, you wouldn’t have made the cut anyway. You didn’t fit that stereotypical mold of those other women with your wide hips, slightly bigger breasts and butt, and a stomach that had never been flat. You doubted his usual dates had stretch marks on their thighs and hips, or even a small amount of cellulite on their ass. Not that you cared. Everyone’s bodies were different, after all.

Being a bigger sized woman didn’t bother you. You were confident in your body and made no apologies about it. Just because you couldn’t fit into the size negative two jeans that were constantly shoved in your face on every clothing store mannequin, didn’t mean you weren’t going to wear what you wanted. Short skirts, tight blouses that hugged your chest, or low cut, strappy dresses. If you liked it and it fit, who the fuck cared what anyone else thought? You liked yourself and your body, and if someone else didn’t, then that was their problem.

You liked sex, too, and you had no problems in that department either. You’d had many boyfriends, and a few one-night stands. Currently, you were unattached, but that was ok. There would be another man along at some point and you weren’t going to settle for someone you didn’t like. In the meantime, you’d ogle the eye candy at work.

It was a typical day when you had your first real interaction with Five. Sitting in the breakroom with your lunch, laughing loudly with your coworkers, the room suddenly became very quiet. You looked over to see Five strolling casually in, heading for the coffee station. He didn’t speak to anyone, or really even look in their direction, but there were nervous glances all around. One by one, your friends quietly made some excuse and got up to leave. Eventually, it was just you left at the table.

“Aren’t you going to flee in terror with the rest of them?”

You looked up, surprised to see that he was actually talking to you. You pointed to your salad in front of you. “I’m still eating. And you don’t really scare me, sorry.”

Five looked thoughtful for a second and you saw the glimmer of a smile before he took another sip of coffee.

“Nice work on the Edinburgh case, by the way.”

You nodded. “Thanks. I didn’t think you even knew who I was.”

Five shrugged. “I pay attention. Especially when I see real talent.”

You frowned. “So, you’re stalking me, is that what you’re telling me?”

Five almost choked on his coffee. “What? No! Why would you…”

“I’m kidding!” you laughed. “I’m just messing with you. Thank you, though. I appreciate the compliment.”

“Oh,” Five said, clearly uncomfortable. “You’re welcome.” Then he cleared his throat. “Well, I’ll leave you to finish your meal.”

“You don’t have to go, you know,” you said as he headed for the door. He stopped and looked back at you and you gestured to one of the empty seats. “It’s ok to relax sometimes. Maybe be social? And I don’t bite…at least not without prior consent,” you added with a wink.

Five stood there for a few seconds in thought, and you figured he was conjuring up some perfectly crafted insult for you. Instead, you saw his mouth twitch up at the corner and he gestured to you with his coffee cup.

“Well, that is very good to know. Consent is always important.”

With that, he turned on his heel and walked away.

A few days later you were standing with your friends in the hallway at the end of the workday, talking about the upcoming Commission pickleball tournament you were all playing in. One of your best players had been injured on a job and now you were down a body. As you were discussing options, you saw Five walking in your direction.

“Hey, Hargreeves!” you yelled. “You up for some pickleball?”

Five stopped in his tracks and actually looked around, as if there could be another Hargreeves standing right behind him. Then he looked back at you, thoroughly confused.

“What the hell are you doing?” whispered one of your friends.

“What?” you replied. “The guy’s like a hundred years old, he probably fucking loves pickleball.” You turned back to Five. “We need another player, you game?”

Still rooted to the spot, Five shook his head slowly. “Thanks for the invite. But I’ll have to decline.”

There was an audible sigh of relief from the rest of your group. You rolled your eyes. “Come on! It’ll be fun. You know what fun is, don’t you?”

Five narrowed his eyes, but you could see there was no bite to it. “Yes, I know what fun is.”

“Well, I promise this will be all sorts of fun.” You gave him a big smile. “And as a bonus, you’ll get to watch me run around in a short skirt.”

Your friend next to you slapped you on the arm. “What is wrong with you?” they hissed.

Five actually smiled for a second, you were sure of it. “Tempting, but again, I have to decline.” Then he continued on his way down the hall.

Over the next few weeks, you made it your personal mission to try and get Five to loosen up. Whether you personally delivered case files to him just as an excuse to talk to him, or purposefully followed him into the breakroom, you wouldn’t leave him alone until you got him to at least smile at something you said. After a while, you noticed he was much more relaxed around you. Eventually, you and he were officially friends, much to the amazement of everyone else around you. He even started seeking you out on his downtime.

“Hey there, handsome,” you joked as Five strode up to your desk one day. “Something I can do for you, or did you just miss me?”

“You know, I could report you to human resources for sexual harassment,” he said as he perched on the edge of your desk, folding his arms across his chest with a smile. He had a standard manilla file folder in one hand.

“It’s only harassment if you don’t like it,” you replied, pointing a pen at him.

“I’m not sure that’s accurate.”

“Sure it is,” you said as you jabbed him in the arm with the pen, laughing when he frowned and rubbed at the area. “But seriously, did you need something?”

“Maybe. I just wanted to run this by you.” He slapped the case file on your desk.

“What is it?”

“A case I was assigned to. I read it over though, and I don’t think it’s right. I wanted your opinion.”

You raised your eyebrows. “Me? The legendary Mr. Five wants my lowly opinion?”

“Just shut up and read the fucking file.”

With a laugh, you opened it and started reading. He watched you, rather intently you noticed, while you read. You frowned and shook your head, pointing at a paragraph. “Right here, this isn’t true. The clockmaker didn’t take a carriage to work that day. He walked.”

Five nodded. “That makes this whole case pointless, then. I’d be targeting the wrong person.”

“Shit, you’re right.” You looked up at him. “Good catch.”

“It looked off somehow, but I couldn’t figure it out. I knew you would, though.”

Normally you’d say something snarky to bust his balls, but he was being truly sincere and his compliment meant a lot to you. “Thanks, Five.”

He shrugged and grabbed the file off your desk. “Alright, see you later.”

As he turned around to leave, you couldn’t help yourself. “Hey, Five?”

He stopped and turned. “Yeah?”

“I hate to see you go, but I love to watch you walk away.”

Five shook his head while you cackled at your own joke. “Can’t even make it ten seconds without treating me like a piece of meat. You’re hopeless.”

The following day, you were in the breakroom getting some coffee when you overheard a conversation by some of your coworkers.

“…yeah, I heard it’s not good. Took a shot right to the chest.”

“I heard it was a head shot; that he’s barely alive.”

“No way, I don’t believe it. Not him.”

You turned toward the group, coffee cup in hand. “Who are you talking about?”

“You haven’t heard? Your buddy was shot up pretty bad today.”

You frowned, lowering your cup. “Who, Five?”

“Yeah. I only heard bits and pieces so far, but it doesn’t sound great. They brought him directly to the infirmary when he came back. There was a trail of blood in the hall and everything.”

“What?” you cried, slamming your cup on the counter. “That can’t be.”

Your friend shrugged. “I’m just telling you what I heard.”

“Shit,” you hissed, before running out of the room.

You didn’t slow down the entire way to the infirmary, dodging people in the halls, and almost knocking a few of them over in the process. How could Five be hurt? And why was just the thought making you sick to your stomach?

You burst into the infirmary just in time to see several nurses scurrying away, and a very angry and bloodied Five sitting up in one of the hospital beds.

“God damnit, if you touch me one more time, I swear to god, I will strangle you with my IV line!”

“Oh my god, Five!” Without even thinking about it, you rushed up to him and threw your arms around him, hugging him tightly to you. “Holy shit, I thought you were dead!”

His body stiffened at first, but then he relaxed and put his arms around you in return. You heard him laugh and you pulled away.

“I bet you’d like that. Then you’d finally be able to molest me without me fighting back.”

You realized a few tears had slipped down your cheek and you hurriedly wiped them away. You gave him a half-smile. “You wish.” Then you looked him over, noticing the blood on his head and the IV in his arm. “Are you ok? What happened?”

He sighed. “Nothing, just a minor mishap. I’m fine.” He spoke louder and in the general direction of the nursing staff. “But these jack-holes won’t let me leave!”

You huffed out a laugh. “I can see you’re fine by your usual lovely attitude. You should hear the rumors going around about you, though. Pretty impressive.”

“Good. I need to keep up appearances.”

When you sat down on the side of the bed, you took one of his hands in yours and squeezed it. “I’m glad you’re ok, really. I got really scared there for a minute.”

Five smiled shyly at you and gave you a squeeze back. “I’m glad someone here was worried about me.”

You tilted your head to the side and brushed a stray piece of hair off his forehead and tried to wipe away a smudge of blood. “I doubt I’m the only one.”

“I think you are,” he said, looking you directly in the eyes.

You averted your eyes for a moment. “Is there anything I can do for you?”

“Maybe just one thing.”

“Sure, what do you need?”

He grinned. “Go on a date with me.”

You weren’t sure you heard him correctly. “Did they check you for a concussion because I thought you just asked me out on a date.”

“I did. And no, I am not concussed.”

“Five…” you started, blinking in confusion. “I don’t understand. Do you mean like a date date?”

He huffed and rolled his eyes. “Jesus. Yes, like a date date. Why is this so hard to believe?”

“Uh, well…because we’re friends. Also, I’m not really your type.”

His eyebrows creased together. “You’re not? You’re funny, smart, and sexy. Not to mention you flirt with me every chance you get. What’s not to like?”

“I do not flirt with you.” You smiled when you saw his incredulous expression. “Ok, yeah, I do. But that was just having fun and trying to make you laugh. I didn’t think you’d be into me.”

“Why not?”

“Ok, how do I put this? I have heard all about your little conquests and I know you have a running theme. Skinny, tiny, Barbie dolls that probably have never eaten a sandwich before. And not that there’s anything wrong with that. Everyone has a type and that’s ok. Hell, normally I prefer blond guys, but…”

“Normally?” he cut in.

You blushed. “Well, I do make some exceptions for certain grouchy, dark-haired men.”

Five nodded with a smile. “So then go out with me. I promise the only type I have is the type that I happen to be attracted to. And don’t believe everything you hear around here. Remember,” he pointed to the small abrasion on his head, “I was almost dead a couple of minutes ago.”

Hesitating, you shook your head. “I don’t date anyone from work.”

“Good. Me either,” he said, still grinning.

You laughed. “Alright, then, you wore me down. It’s a date. But only if you promise to stay here for at least another hour without verbally or physically abusing these poor health care workers. It’s not their fault you’re an asshole.”

“Fine, I’ll stay, but only because I want to go out with you.” He raised his voice so the rest of the room could hear. “Not because I need to be treated like a child who fell off their tricycle!”

The next Saturday, you and Five went on your date. When he saw your outfit, he was speechless for a few seconds. He was used to seeing you in your work clothes, which was always the same boring gray pants suit, but now he got to see you in your preferred style. A form-fitting, teal blue dress that stopped halfway down your thighs and had a keyhole neckline to show off a bit of cleavage. You paired it with some gold jewelry and black, strappy heels. You laughed at his face when he saw you.

“You look…” he stammered. “That dress…just wow.”

“Thank you.” You looked him up and down, liking the way his tailored pants fit his lean body just right and his casual button-down shirt that was rolled up at the sleeves accentuated his sculpted chest. You had never really noticed how strong he looked. “You look really good, too. Much better than the stuffy suits.”

“Agreed,” he said distractedly as he continued to stare at your chest.

“Excuse me, but my eyes are up here,” you joked, pointing to your face.

He looked up briefly, then back down at your body. “Yeah, yeah, I’ll get to your eyes in a minute.”

“Wow, I had no idea you were such a pervert.”

He looked up at you with a devious smile. “Oh, yeah, huge pervert. I’m surprised you never picked up on that.” He laughed along with you and then offered his arm for you to loop yours through. “Shall we?”

At dinner, the conversation came easily. It was nice to be able to chat without having to cut it short due to work. Your stories were much duller than his, obviously, but he still seemed genuinely interested in anything you had to say. You made him laugh with your sarcastic comments and you loved knowing you were just about the only one that could crack that veneer of his. Over dessert, you finally worked up enough nerve to ask him what you really wanted to know.

“So, how come you’ve only dated thin girls before?”

Five looked surprised and he shook his head. “I haven’t only dated thin girls.”

You cocked your head to the side and raised your eyebrows. “Really?”

He coughed, embarrassed. “Ok, fine, that’s true. But it wasn’t a conscious decision. Like I said, I’m attracted to who I’m attracted to.” He paused. “But…”

“But what?”

“But what I am most attracted to is confidence. I like a woman that is sure of herself and assertive. A woman that knows what she wants.” He looked guilty for a second. “Usually, at least in my experience, those are the women that happen to fit into the societal standards of beauty. I hadn’t really thought about it until now, though. Sorry.”

“You don’t have to be sorry, it’s not a bad thing. I was just curious.” You hesitated, not sure you wanted to keep pressing him for information. “What was it that attracted you to me, then?”

He looked surprised again and then he laughed. “Are you kidding? I’ve never met anyone as confident and self-assured as you. Plus, you’re funny and easy to be around. And almost as smart as I am.”

“As modest as always.”

“I’m just kidding,” he said with a smile. “You’re incredibly smart, obviously. I wouldn’t waste my time with someone who wasn’t. And…” He reached across the table and placed his hand on top of yours, rubbing the back of it with his thumb. You felt a warm, tingling sensation ripple through your body. “You are also incredibly sexy with your shameless flirting.”

“Well, I’m glad you noticed,” you said, taking your finger and brushing it over his. “And just in case you didn’t know, you are also incredibly sexy.”

“I did not know that.”

“Oh yeah. I made a lot of enemies once word got out that I was going on a date with you. Lots of jealous women back at headquarters right now.”

“Is that so? Can I get a list of those women, just in case this date goes bad?”

Taking your foot, you dragged it up his calf, all while looking him in the eye with one eyebrow raised suggestively. “I don’t think it’s going to go bad, do you?”

He shook his head. “I don’t now.” You saw him swallow hard and shift in his seat. “How about we get the check?”

When you got back to your place, you were almost falling through the door as you struggled to get inside while aggressively making out. Neither of you had even made it out of the car before you started groping one another, so that by the time you had made it home, you were both on fire.

“You know,” you mumbled between frantic kisses as Five slammed the door closed behind him with his foot. “I don’t usually put out on the first date.”

“Me either,” he said as he grabbed you around the waist to pull you in closer, kissing you along your jaw.

“Ok, I lied. Yes, I do,” you exhaled breathily as your hands wound into his hair and he moved his mouth to your neck.

“Good, because I lied too,” he said, stopping to look at you with a sly grin.

After letting out a short laugh, you were back on his mouth again, breathing hard through your nose and pressing your body against his. You could feel his arousal building as he pushed his groin into your hip. Your hands fumbled as you started to unbutton his shirt.

“Fuck, you are so hot,” he breathed against your neck. “I want you out of this dress.”

As you finished undoing the last button and pulling his shirt out of his pants, you nodded. “Yeah, good idea.” When you reached down to pull at the strap of your shoe, he put a hand on yours to stop you. When you looked up, he shook his head.

“I said the dress. The shoes stay on.”

Well, if you hadn’t been wet before, you were now. The tone of his voice and the seriousness of his face only added to the hotness factor and at that point you would have followed almost any demand he made of you. Leaving the shoes on, you pulled the dress over your head while he watched. Even though you hadn’t really been anticipating your date progressing this far, you had still prepared with a pair of satin panties and lace bra that matched the same jewel tone as the dress you dropped onto the floor.

Five didn’t say anything, just eyed you up and massaged the back of his neck. Then he let out a long, shaky exhale.

“Are you ok?” you asked, suddenly a little concerned he might not be liking what he saw.

Five nodded, his gaze not leaving your breasts. “Yeah, just give me a second. I’m trying not to come in my pants.”

Your astonished laugh was quickly cut off when you found yourself pinned against the wall on the other side of the room, the fluttery sensation of one of Five’s spatial jumps lingering in your stomach. Your squeak of surprise was swallowed by his mouth on yours, as he pushed hard against you, his hands on your tits.

When he flicked his tongue across your bottom lip, you moaned and closed your eyes, jerking your hips into him. Your hands found their way to his hard chest and muscular arms, feeling them tighten and relax with each movement. He let you tug his shirt the rest of the way off and you wrapped your arms around his shoulders as he pressed his face into the side of your neck and lifted one of your legs up to his waist. His hard cock was grinding into you as you drew in a ragged breath. When you felt his lips against your skin and his warm breath as he brushed his mouth over your neck, you let out a loud whine.

“That’s right, sweetheart. Let Daddy hear you,” he groaned, his fingers digging into the flesh of your thigh and holding you tightly to him.

“Woah…Daddy?” you breathed out.

Five nodded, moving to the other side of your neck. “Is that ok?”

“Fuck yes, Daddy,” you moaned, running your hands greedily down his back.

You felt him smile against you and his kisses turned into small nips that he trailed down your neck and onto your shoulder.

“I want you. I can’t wait,” he said, his voice husky with desire.

“The bedroom is in there,” you said, pointing to the room just on the other side of the wall.

Five let your leg down and you pulled him by the hand into your bedroom, falling onto the bed and propping yourself on your elbows as Five stood there staring again.

“Well, come on, Daddy,” you teased. “I thought you couldn’t wait.”

A slow smile spread across Five’s face as he immediately started to undress the rest of the way, until he was crawling over you, completely naked. He rubbed his cock against your inner thigh, making a quiet growling noise in his throat before looking you in the eye.

“As much as I love this little bra and panty combination you’ve got going on here, I’m going to need those to go, too.”

When you nodded eagerly, he reached behind you and expertly unhooked your bra, tossing it off the bed before immediately moving farther south and ripping your underwear off. Once you were completely nude, Five sat back to take you all in. You assumed he liked what he saw, because it was only another second before he was covering you with his own body, attacking your full breasts with frantic sucking kisses.

“Damnit, honey, these tits…fuck,” he moaned as he buried his face in your cleavage.

“I take it that you’re pleased?” you giggled, threading your fingers through his hair.

He lifted his head, holding himself over you while he shoved your legs further apart with his knees. Then he lowered himself to kiss you tenderly, caressing your face with one hand. You let out a soft sigh.

“I’m more than pleased. You’re beautiful.”

He leaned in to kiss you again, this time using his free hand to travel down your chest and abdomen, and along your inner thighs. His long fingers met the soft, wet area between them, and he slowly ran them up through your pillowy folds, making you even wetter.

“Five…” you moaned as you rocked your hips up to match his strokes.

“What do you need, sweetheart? Tell me,” he asked, only slightly condescending as he continued to watch your face for your reactions.

Five entered you with two fingers, pressing in slowly and then backing out again before repeating it in a slow rhythm. You chased his hand with desperate thrusts of your hips, biting your bottom lip to try to contain some of the noises that threatened to escape your lips.

“Fuck me, please,” you whined, throwing your head back.

He gave a quiet chuckle and you felt his hand move away from you. Then he was positioning himself between your legs and lowering himself so that you could feel his dick rubbing against your slit.

“God, I swear I’ve never been this hard in my life. I’m going to fuck you like you want, gorgeous. Daddy’s going to take care of you.”

“Oh, shit,” you gasped when you felt him enter you, just slow enough not to be jarring, but not drawing it out, either.

When he was fully inside, you angled your hips so he was at just the right spot.

“How’s that?” he whispered as he slowly pumped into you.

“That’s good…” You grabbed at his shoulders and back. “Keep going.”

Five continued his slow and lazy thrusts while holding himself over you so he could look down at your face and body. His hair fell forward over his eye and he made quiet groaning noises that were punctuated with soft kisses.

“You feel so damn good,” he moaned.

“Five?”

“What do you need, darling?”

“I need you to really fuck me. Hard.”

He looked down at you, momentarily stopping his movements. Then he laughed quietly and you smiled back. “Well, I did say I’d fuck you like you wanted, didn’t I?”

When he pulled out, you let out a soft sigh and watched as he crawled back off the bed, his dick still hard and wet from being inside of you.

“Wha--?” you started to ask, right before he yanked your legs sideways, so that you were laying across the width of the bed.

Five positioned himself between your legs, holding them up under your knees and settling them on either side of his waist while he lined himself up and slammed into you again.

“Is this what you wanted?” he snarled, continuing to thrust into you hard and fast.

“Yes!” you cried, clutching at the sheets beneath you.

Every time he pounded into you, you got to feel the intensity of his strength as your entire body moved back and forth, your tits bouncing enticingly in front of him. He gave your voluptuous ass a hard slap that made you cry out again. You instinctively covered your mouth with your arm.

“Oh, no, I don’t think so,” Five warned through clenched teeth. “Uncover your mouth. I want to hear you scream.”

Everything he was doing and saying was driving you quickly over the edge, and you did scream for him, just like he wanted. You couldn’t even help yourself.

“Yes…please…keep going…harder, please! I need more!”

You were begging and pleading while he railed into you as hard as he possibly could, thrusting his thick cock deep inside of you while slamming his pubic bone right into your clit every single time. All while completely supporting your lower body, angling it up and off the bed so he could fuck you relentlessly and perfectly.

Soon, you felt your muscles start to twitch and your head fell back, your mouth wide open as you repeatedly asked him to fuck you harder. When you finally hit that wall, you completely lost yourself, screaming his name while bucking and thrashing wildly against him.

Your orgasm was still coming in waves when Five released himself inside of you, his head tipped back and jaw set, growling obscenities while his muscles contracted and he dug his fingers harder into your thighs.

When the intensity had passed, Five let go of your legs, setting them gently down, and he leaned over the top of you, his hands on either side of your head. He kissed you tenderly, still trying to catch his breath.

“Fuck, that was good,” he said with a heavy exhale.

You nodded, laying a hand on his cheek. “So damn good.”

After another minute, you both moved so that you were lying longways on the bed again. Five held you against his chest while he kissed your forehead and traced his fingers down your arms and back.

“I’m not sure why we haven’t been doing that all along,” he joked.

“Because you needed to get to know me and my sparkling personality first.”

Five rolled his eyes. “Sparkling? I don’t know, that seems a bit much.”

When you giggled, he pulled you close to him. Your lips pulled to the side in thought and after a few seconds you decided to just put it out there.

“Are you sure you’re ok with my body? I mean, I am, but I just want to make sure you are, too. Because if this is going to continue, and I really hope it does, then I need to know you’re going to be ok with my size and not try to change me after a while. I’ve dated men in the past that said they were ok with it, but then a month or so later, they’re encouraging me to go to the gym or making comments about my diet. They all got kicked to the curb, because I don’t need that kind of negativity in my life. I am who I am and I love my body. I just want to make sure you do, too.”

Five was quiet for a moment, then he held your chin in his hand. “Look at me,” he said quietly, while tilting you face up. “I’m sorry if I ever gave you the impression that body type or looks matter to me, because it doesn’t. I just had the most mind-blowing sex I have ever had, and I wouldn’t change one single thing about you. You’re perfect.”

“Wow,” you said with a smile. “Five Hargreeves just called me perfect. Wait until I spread this rumor down at headquarters.”

“I’m serious,” he said. “You believe me, don’t you?”

You nodded. “I believe you. And thank you.” You gave him a soft kiss and smiled. “So, does this mean I can keep sexually harassing you at work?”

“I hereby give you permission to harass me as much as you want on a daily basis. I will welcome it.”

After that first date, you and Five couldn’t get enough of one another. It was like just being in the same building with him set your body on fire. You would find yourself staring off, lost in a daydream about what his mouth felt like and then someone would clear their throat or say your name, and you’d realize they had been talking to you without you noticing.

Obviously, everyone knew that something was going between you two. You hadn’t exactly spread the word, but you also hadn’t denied it. You didn’t really care what anyone thought, anyway. The only problem was, there was a strict policy of no relationships between case managers and field agents in place. This was done to protect the agents, and to avoid any favoritism with assignments. A few casual flings here and there were overlooked, but serious relationships were usually squashed. Not that you would describe what you had as serious. Yet, anyway.

You did love spending time with one another, even without the sex. You even made Five join you at lunch with your usual group, much to the shock of your friends. It was awkward at first, but when Five cracked a very dry and cutting joke about someone in upper management, the table went silent for a second before bursting into laughter. He looked at you in surprise, like he couldn’t believe he was having this type of positive social interaction. You just smiled and shrugged, mouthing “I told you so”.

Despite the fact that you spent a lot of time together outside of work, that didn’t stop either of you from taking advantage of your proximity at the Commission. You had lost count of the number of times you two had stolen away somewhere in the building for a quickie during the day. With Five’s status plus his convenient teleportation powers, you could hide anywhere you could think of that would give you at least a few minutes of privacy.

You would be sitting there, attempting to work on a case, when Five would come strolling in. Just the sight of him striding into the room, all confident and sexy with that tiny smirk on his face, made you want to jump on top of him. He would approach you with some made up problem he had and ask you to go with him so you could help straighten it out. It was pretty apparent what was going on, and your coworkers would exchange glances around you, but you didn’t care.

Once you were safely down the hallway, Five would grab you and blink you into some abandoned storage room where you were immediately attacked. You had told him to stop being so aggressive while at work, because the hickeys he was leaving on your neck were clearly visible. But that didn’t stop him from shoving you against a table or a wall, all while kissing you fervently and telling you how much he wanted you in that deep, growling voice of his.

Dropping to his knees to eat you out while kneading the flesh of your ass. Spinning you around to bend you over a table before fingering you and then fucking you from behind. Biting and sucking at your tits and stomach, leaving marks that would be hidden by your clothes, but were still a reminder of who you belonged to. All of it was expertly done, as only Five could do, and you couldn’t get enough.

The servicing wasn’t a one-way street, though. You liked to flip the tables sometimes and push him against the wall, sliding slowly down his body until you were kneeling in front of him, hands already clawing at his belt and zipper while you called him Daddy. When you would take all of him into your mouth, he would hiss through his teeth and groan loudly, his hand resting in your hair while he praised you for being good for him. He wanted you to look at him while you sucked him off, and tell you to finger yourself while you did it. You’d be choking on his dick, a hand shoved into your panties, and both of you moaning until you came; all while the throngs of Commission employees were passing by right outside the door.

It was quickly becoming apparent that your relationship was evolving into something more. You were starting to spend more nights together, sleeping in one another’s beds, curled up together and waking up happy in the morning, just to be near each other. Five loved cuddling up with you, pulling your soft body close against his, and nuzzling into your neck or hair. He told you how happy you made him and thanked you for pulling him out of his shell. He’d idly stroke your arms and thighs while you would lie together in the dark, just talking quietly. In the morning, he’d trace patterns over the white, jagged lines that criss crossed your abdomen and hips, reminding you how beautiful you were as the sunlight spilled across your bed.

Your feelings for Five were starting to seep into your everyday routines and the work you normally prided yourself on. You found yourself worrying about every assignment he went on, even though you knew he was a professional and could handle it.

After a while, the cases you started assigning him got easier and easier, whereas before you would have given him the most difficult and dangerous ones. He finally called you out on it when he received a total rookie assignment while another agent that was not nearly as skilled received a much more complicated one.

He sat on the corner of your desk, a smug grin on his face, as he dropped the file in front of you.

“What the hell is this?” he asked you, still smiling.

You glanced down at the file, then back at him. “What do you mean?”

He tapped the file with his finger. “This garbage. It’s a case for a newbie. Hell, you could probably hand this to any random person off the street and they could do it. So what’s going on?”

You sighed, crossing your arms over your chest and frowning. “Maybe I thought you just needed a break, that’s all.”

He studied your face and shook his head. “No, that’s not it. Every case I get from you these days is getting simpler and simpler. I just haven’t said anything until now. Are you losing faith in my abilities, is that it?”

Your eyebrows raised in surprise. “Of course not! It’s just, you know…” Your voice trailed off and your eyes flitted away from his.

“No, I don’t know. Tell me.”

With a heavy sigh, you dropped your hands onto the desk in front of you, looking up at him. “Fine. I’m scared to give you anything complicated because I’m afraid something will happen to you. And I don’t really want my boyfriend being gunned down or stabbed or beaten all to shit, ok? Especially not in another timeline where you might not even be able to come back.”

Five took a second to absorb that information, then he looked down with a smile. “You really worry about me?”

“Yes, I worry about you. Is that so bad? You might not be as amazing as you think you are. You’re not infallible, you know.”

Five made a face like he hadn’t actually considered that before, which was mildly infuriating, and then he looked at you with that gentle smile of his that you knew he saved only for you. He leaned in and gave you a quick but tender kiss full on the mouth, even though you were still in a roomful of people that could see. When he pulled away, you felt your face flush, but not from embarrassment.

“Thank you,” he whispered earnestly.

Then he flashed you that arrogant smirk again, the dimple on his cheek deepening, before snatching a much thicker file off your desk, and blinking away without another word.

It was only a matter of time, you supposed, before Corporate caught wind of your relationship. Especially when you were making erratic decisions with your cases lately. Both you and Five received a notice from senior management requesting a meeting. You were a mess of anxiety and nerves when the time came. Your career was important to you, and it was not in your nature to just throw that away for some man. But Five wasn’t just any man, was he? If you were going to have to choose between your job and your relationship with him, you had no idea what you were going to do.

Sitting in front of the executive’s desk, your leg bounced up and down with nerves as you waited for Five to join you. When he arrived, he had the absolute audacity to look calm and unbothered as he sat down in the chair next to you. He greeted the manager and then turned to give you a wink and a small smile. You really had no idea how he could be this nonchalant. Maybe he didn’t care if you had to end things.

“As I’m sure you know, the reason you two have been called here today is –”

Five cut your manager off mid sentence. “Yes, we are fully aware. According to section 64, subsection D of the Commission Code of Conduct, we are prohibited from being in a romantic relationship with one another.”

The executive paused. “Well, yes, that’s correct. And so –”

“And so you have to inform us that we either have to end our relationship or resign from our positions.”

There was another moment of perplexed silence from across the desk. “Uh, yes…”

“But that is only because of the current departments we work for, due to conflicting interests, correct?” Five continued.

“That is correct, yes. But—”

“So, if we move to the same department, that shouldn’t be an issue?”

“Well…yes…I suppose…”

You looked at Five, completely confused. “Five, what are you doing? You don’t want to work in case management. I know you don’t.”

He nodded. “You’re right. But you can train to become a field agent.”

Your mouth hung open. “What?”

“You’ve only mentioned that you were interested in being out in the field about 50 times, so why not? They can always use more agents,” he turned to the manager, “Isn’t that right?”

The man cleared his throat. “Oh. Well, yes, that’s true.”

Five nodded again, as if that explained everything. “Alright then, so move her to my department. She has the determination and skill. And you have my official recommendation, which as you know, holds a lot of weight around here.”

There was another look of bewilderment in your direction. “Yes, Mr. Hargreeves, that’s true. I suppose we could do that—”

Five stood up with a smile. “Great! It’s all settled then.” He turned to you, still sitting in your chair and trying to make sense of all of this.

What he had said was true. You had told Five many times that you wished you could have his job. But you figured that was outside of your skill set. Five didn’t seem to agree. He knew you were highly intelligent, strong, and had the right personality. You just needed the proper training.

He reached out a hand to pull you up. “Is this all ok with you, darling? Do you have anything to add?”

You shook your head slowly. “Uh, no…I mean, yes…I mean, yes I’m ok with it and I don’t have anything else to add.”

“Great!” Five turned to the manager. “Just send me the paperwork we need to fill out and we can call it good.”

The manager shook each of your hands and it appeared that the meeting was over before it began. Five guided you towards the door with a hand on your back. You looked over your shoulder, still unsure of what exactly just happened, but you let him push you outside into the hall.

“What the fuck, Five?” you demanded, hands on your hips. “You want to tell me what is happening right now?”

“It’s pretty obvious, isn’t it? They weren’t going to let us keep dating if we were working in our current departments, so one of us had to move. And I know this is what you really wanted.”

You thought for a moment. “So…you didn’t think of breaking up with me just to keep things the same?”

His mouth dropped open and then he snapped it shut again, his brows furrowing and creating deep creases between his eyes. “No. Of course not.” He took a few steps closer to you and took your face gently into his hands, gazing into your eyes. “I love you.”

You drew in a sharp breath. “What?”

“I love you,” he repeated, this time with a smile.

You answered him, your own grin spreading slowly across your face. “Say that again.”

Five laughed, leaning down to kiss you and you hugged him around his waist. “I love you,” he said again after breaking away.

“I love you too, Five. I don’t know if I realized it until just now, but I do. I love you so much.”

Five nodded. “Well, that’s a relief. Because I would have looked like a giant asshole if I did all that and you shot me down.”

Laughing, you reached up for another kiss that quickly turned very heated. When you pulled away, Five was breathing hard and he tugged your body harder against his.

“There’s an empty room down the hallway over there,” he said suggestively.

You shook your head. “Sorry, honey, but we have to get to work. I have a lot of training to start on.”

“I think you forget who your new boss is,” he said in that serious tone of his.

Five pulled you in tightly again, kissing you hard on the mouth and flattened you against the wall. His hand roamed down to your chest and he gave your breast a small squeeze while pressing his knee in between your legs. When he heard you moan softly into his mouth, he backed away with a grin.

“You know, I can report you to HR for sexual harassment,” you said with a crooked smile, even though you were having a hard time controlling your heart rate.

“It’s not harassment if you like it,��� he shot back before giving you a loud smack on the ass.

Then he turned around and walked away, leaving you flustered and hot; but also with that amazing feeling in the pit of your stomach from knowing you had found the perfect person to love and that loved you just as much in return.

[not-terezi-pyrope]

Often when I post an AI-neutral or AI-positive take on an anti-AI post I get blocked, so I wanted to make my own post to share my thoughts on "Nightshade", the new adversarial data poisoning attack that the Glaze people have come out with.

I've read the paper and here are my takeaways:

Firstly, this is not necessarily or primarily a tool for artists to "coat" their images like Glaze; in fact, Nightshade works best when applied to sort of carefully selected "archetypal" images, ideally ones that were already generated using generative AI using a prompt for the generic concept to be attacked (which is what the authors did in their paper). Also, the image has to be explicitly paired with a specific text caption optimized to have the most impact, which would make it pretty annoying for individual artists to deploy.

While the intent of Nightshade is to have maximum impact with minimal data poisoning, in order to attack a large model there would have to be many thousands of samples in the training data. Obviously if you have a webpage that you created specifically to host a massive gallery poisoned images, that can be fairly easily blacklisted, so you'd have to have a lot of patience and resources in order to hide these enough so they proliferate into the training datasets of major models.

The main use case for this as suggested by the authors is to protect specific copyrights. The example they use is that of Disney specifically releasing a lot of poisoned images of Mickey Mouse to prevent people generating art of him. As a large company like Disney would be more likely to have the resources to seed Nightshade images at scale, this sounds like the most plausible large scale use case for me, even if web artists could crowdsource some sort of similar generic campaign.

Either way, the optimal use case of "large organization repeatedly using generative AI models to create images, then running through another resource heavy AI model to corrupt them, then hiding them on the open web, to protect specific concepts and copyrights" doesn't sound like the big win for freedom of expression that people are going to pretend it is. This is the case for a lot of discussion around AI and I wish people would stop flagwaving for corporate copyright protections, but whatever.

The panic about AI resource use in terms of power/water is mostly bunk (AI training is done once per large model, and in terms of industrial production processes, using a single airliner flight's worth of carbon output for an industrial model that can then be used indefinitely to do useful work seems like a small fry in comparison to all the other nonsense that humanity wastes power on). However, given that deploying this at scale would be a huge compute sink, it's ironic to see anti-AI activists for that is a talking point hyping this up so much.

In terms of actual attack effectiveness; like Glaze, this once again relies on analysis of the feature space of current public models such as Stable Diffusion. This means that effectiveness is reduced on other models with differing architectures and training sets. However, also like Glaze, it looks like the overall "world feature space" that generative models fit to is generalisable enough that this attack will work across models.

That means that if this does get deployed at scale, it could definitely fuck with a lot of current systems. That said, once again, it'd likely have a bigger effect on indie and open source generation projects than the massive corporate monoliths who are probably working to secure proprietary data sets, like I believe Adobe Firefly did. I don't like how these attacks concentrate the power up.

The generalisation of the attack doesn't mean that this can't be defended against, but it does mean that you'd likely need to invest in bespoke measures; e.g. specifically training a detector on a large dataset of Nightshade poison in order to filter them out, spending more time and labour curating your input dataset, or designing radically different architectures that don't produce a comparably similar virtual feature space. I.e. the effect of this being used at scale wouldn't eliminate "AI art", but it could potentially cause a headache for people all around and limit accessibility for hobbyists (although presumably curated datasets would trickle down eventually).

All in all a bit of a dick move that will make things harder for people in general, but I suppose that's the point, and what people who want to deploy this at scale are aiming for. I suppose with public data scraping that sort of thing is fair game I guess.

Additionally, since making my first reply I've had a look at their website:

Used responsibly, Nightshade can help deter model trainers who disregard copyrights, opt-out lists, and do-not-scrape/robots.txt directives. It does not rely on the kindness of model trainers, but instead associates a small incremental price on each piece of data scraped and trained without authorization. Nightshade's goal is not to break models, but to increase the cost of training on unlicensed data, such that licensing images from their creators becomes a viable alternative.

Once again we see that the intended impact of Nightshade is not to eliminate generative AI but to make it infeasible for models to be created and trained by without a corporate money-bag to pay licensing fees for guaranteed clean data. I generally feel that this focuses power upwards and is overall a bad move. If anything, this sort of model, where only large corporations can create and control AI tools, will do nothing to help counter the economic displacement without worker protection that is the real issue with AI systems deployment, but will exacerbate the problem of the benefits of those systems being more constrained to said large corporations.

Kinda sucks how that gets pushed through by lying to small artists about the importance of copyright law for their own small-scale works (ignoring the fact that processing derived metadata from web images is pretty damn clearly a fair use application).

[frostbitebakery]

If Obi-Wan were prone to dramatics, he might wish to be on a battlefield instead of PR’s attempt to drum up war support from the public.

“I forgot to tell Waxer to check the supply line order before sending it out—“

So does Cody, if he had to guess.

“Turn that frown upside down, Commander,” the photographer says cheerfully and continues to click away, equally as cheerfully.

Cody does something to his face Obi-Wan theorizes must approximate a smile under torture.

“On second thought,” the photographer paddles back airily, “a serious look is just as appropriate!”

Cody’s face falls into its usual expression with the additional pain of PR responsibilities.

“General,” he gnashes out between his teeth, “the supply line order is incomplete and we’ve officially just lost the chance to do it. We’re going to be out of DC15 chargers in another month and I have to stand here—.”

“B3,” Obi-Wan interrupts before Cody can spiral further.

Cody halts in entirety, stare boring into the camera and making the photographer start to sweat. “…B2.”

Obi-Wan hides his too pleased smile behind a hand. “I told Waxer to check the supply line order. The order status is complete and languishes through the many hindrances of bureaucracy as we speak. C3.”

“A3,” Cody shoots back immediately. And narrows his eyes. “Did you finish signing off on the battle plans for Dxun V this morning? I know you wanted to reread the exfil plans—“

“Commander, look here!”

“— and we need to get them to the admiralty today if we want any hope of meeting the timeline.”

“Gentlemen, serious, not angry! Or like a stunned tooka, General.”

Obi-Wan has, in fact, forgotten about the signature entirely, the blank line getting buried underneath all the other pressing minutiae somehow necessary to run a systems army. He waves at the photographer, polite smile in place. “If I might suggest a pose? Is that appropriate? I do not intend to undermine your professional experience.“ He gets an enthusiastic nod in response. “I hold this here data pad and act like I am signing important documents. Like so? Splendid.” He turns back to Cody. “Of course I have. A1.”

Cody visibly chooses not to comment and Obi-Wan smiles brightly at him. Cody shakes himself out of his thoughts after less than a second. “We are allowed our pads? I’m getting mine.” He pauses, sly eyes creased in humor. “Also, C1. I win.”

Obi-Wan can feel his smile growing even more.

“Gentlemen!”

in cohorts with @adiduck on this one

[gorgeouslypink]

something that i think people don't understand abt manifesting is that you really need to forget abt the "how"

i want to share something that happened recently at work. as many of you know, im working my dream job that i manifested in the void. the coworkers are great, the pay is amazing, i do like the work im doing and i manifested being really good at it too BUT recently i kind of hit a block mentally. there wasn't really anything i disliked and i couldn't even explain what i felt and why i felt this way.

i talked to some friends but all they could suggest is getting a new job but that wasn't it either.

anyways i know LOA and i can even enter the void. i didn't enter the void for this issue because i didn't know what i wanted so one night, when i was contemplating this entire issue, i decided no more. i just knowingly told myself that i would start loving my job and did SATS for it.

within the next day, a coworker announced she was moving to a different company. and by coworker, i meant a huge boss. this threw our entire company into a frenzy and it was determined that my department was to take on some of her stuff. all of us had our responsibilities moved around and i got some new tasks.

these new tasks are so fun! and i also came into realization as to what was troubling me. i work in data analytics, meaning i look at all my company's data and i analyze trends or anything else people need. i manifested being insanely good at coding and having an easy time with projects so i really like this job but i kinda didn't see any results of my work. i would do all this work and then hand it off to someone and just start doing something else. however, one of my new responsibilities is actually seeing what happens with my data, seeing what people do with it, and I'm now able to directly speak to some people in meetings and such and emphasize my thoughts. when i first manifested everything in the void, it was coming from a girl who was pretty insecure and shy and liked to keep to herself. im still an introvert (ig that never really leaves you) but now im way more confident and ig i really wanted to talk to people and push my ideas more.

not to mention, these new responsibilities opened up a whole new coworker circle for me. don't get me wrong, i love my coworker friends but it's always fun to meet newer people and i met some really nice people who are changing the way i think professionally but are also great people in general.

i also got my equipment upgraded and i never realized how annoying my old equipment was until i experienced the new equipment.

anyways i could go on and on but the point im trying to make is "don't worry about the how." i literally didn't even know why i was feeling down and if you had asked me before if that coworker would be leaving, i would have said no. she's been working there for 20+ years and she always loved her job and had amazing benefits so no one saw this coming, but i did talk to her and she said she always wanted to try a different industry and she finally got the opportunity. not to mention, my department and her department aren't even closely related. ig my department knows a little bit of everyone's stuff because we look at everyone's data but we were totally blindsided when we were first told thar we were the ones that were going to help take over, esp such a high level person's job.

this is a side story but one night, i just really wanted some cookies. ig i was having midnight munchies but the cookies were 25 miles away and there was just no way it was happening. anyways i fell asleep knowing that i was going to get the cookies the next day and i was just thinking of doordash or grabbing them myself but when i woke up, the cookies were on the kitchen table. before everyone starts hating and asking how those cookies appeared out of nowhere, apparently my friend was in the area and thought of me so she grabbed me some as soon as they opened and left it on my kitchen table.

so seriously, stop worrying about the how and what ifs and just go straight to your desire.

[transmutationisms]

have you seen the articles on ai supposedly eating up tons of water a day on continuous use? bc ive only seen those articles circulate in spaces where they also think ai doesnt have a soul and is stealing art so. i was wondering if you had any thoughts. i tried to go through and compare them w the water usage of other common things (ie normal office laptops, planes, etc) but stats of this kind isnt really my strong suit

to my knowledge, those articles are true, but a bit misleading in that they don't tend to discuss the context (resource use for computing in general). i think the implicit argument is that, when it's 'ai' using water, this is a particular travesty because 'ai' is particularly stupid / useless / unethical. which is not really a good way to frame this discussion because it evades a broader conversation about resource use and technology. i think the tech sector is like the meat industry in that the current consumption levels by a very small number of wealthy westerners are simply unsustainable and will not scale; that doesn't mean that in a communist future no computers or animal foods will exist, but the idea that it's normal to eat meat daily or replace a smartphone every 24 months or whatever is pretty blatantly predicated on imperial relations of exploitation and resource extraction.

so just to say that i don't know what is the place of 'ai' in a just and sustainable degrowth communism, but determining that requires a much broader conversation about technology and access to it. it's silly to act like 'ai' is uniquely a problem in terms of the tech sector's resource consumption (i think people are modelling this on the wave of similr articles about cryptocurrency, but many of those were also silly and the ones that weren't, were pointing out that crypto mining requires massive amounts of redundant work to be done, and in that sense actually is more wasteful than other comtech).

i'm also not sure that the comparisons to, like, pouring out a bottle of water are accurate because can't the cooling water be reused? i don't know enough about data facility practices to answer that though lol

[reasonsforhope]

I'm sorry I'm sending so many asks. I've been struggling like this for a year now, and it's barely gotten easier, but you've often been a good help with my anxiety. I really appreciate everything you do. It's hard to have hope.

I've had a really bad moment again recently. I have to be honest, the worst thing, that makes me the most anxious out of everything else, is COVID. Because it feels like nobody is paying attention, and that there is no good news. There is never any good news. COVID is always the catalyst for the worst of my anxious slumps. It's really bad. COVID is very, very scary. If you somehow have anything for that, I'd be thankful. Often I've only been able to set my heart on nasal vaccines, or next gen vaccines in general, but they're not going fast enough whatsoever.

I'm sorry, again. I don't want to try and treat you like a therapist. I just trust you. If this is too overwhelming, you can just delete it, but if you do, I'd like to know. Just so I'm not waiting for it to be answered.

I just ravaged through someone's doomy collapse blog, again, after stumbling on it in my rising anxiousness, and it was not good. I think I'm clearly too open-minded of a person to some degree, and I feel so pulled around by information that I see. I don't want to be placated, out of the loop, or lied to, but I don't want to feel hopelessly depressed. Everything is too complex. I feel like I've been through this maze, top to bottom, over and over again, and again. I just wish I knew how much truth their words held, or anyone else's words held.

And I wish we were all masking, at the very least. I'm holding myself back from swearing. I don't know if you'd have a good way to counteract general "collapse" thoughts, either. But that's also a thing.

<3 I'm touched by your trust.

I just found some good news about COVID - the first genuinely good covid-related news article I've seen in a while, instead of all of the "ah but young abled people are fine!" bs - and remembered this ask.

"As new varieties of the coronavirus took center stage during the COVID-19 pandemic, the odds of developing long COVID dropped. Those who were vaccinated against the virus saw the biggest plunge over time.

For every 1,000 unvaccinated people, 104 developed long COVID up to one year after an infection during the pre-delta phase of the pandemic. That fell to 95 per 1,000 during the delta variant’s era and 78 during omicron’s reign. Among vaccinated people, just 53 out of 1,000 developed long COVID up to a year after infection during delta and only 35 during omicron, researchers report July 17 [2024] in the New England Journal of Medicine.

The study of U.S. Department of Veterans Affairs Health Care System data looked at people who had a COVID infection from March of 2020 — the month the pandemic began — to the end of January in 2022. The researchers, from the Veterans Affairs St. Louis Health Care System, compared the rates of long COVID during three phases of the pandemic among those who had and had not gotten vaccinated...

A comparison of omicron infections with infections from prior eras found that 72 percent of the drop in the long COVID rate during omicron was attributable to vaccines. The remainder was due to changes in the virus and improvements in medical care and the use of antiviral treatments during the omicron phase.

Even with the steep decline in the occurrence of long COVID for vaccinated people, there is still a risk, the researchers write. With “the large numbers of ongoing new infections and reinfections, and the poor uptake of vaccination,” they continue, this “may translate into a high number of persons” with long COVID."

-via ScienceNews, July 17, 2024

--

Masking continues to be important. The virus continues to be a problem. But especially given the decline in masking, I'm really encouraged to see this news. Because long covid IS scary. And I'll take any good news on this front that I can get.

It's especially encouraging because it shows how much staying on top of your vaccinations really does matter and really can prevent long covid.

I'm also really hopeful (though I don't have a related background and have no idea how realistic my hopes are) that this trend has been continuing past the end of the study (2022).

[apocalyp-tech-a]

Remember in Season 1, Episode 1 Aftermath, Tech says "I am merely stating a theoretical hypothesis based on factual data?" Well, that's what I did, I made a "logical conclusion." From Lama Su coming back when we thought he was dead to the infamous "domicile," it was all factual evidence that was meant to push us in a direction of hoping that Tech would return and that CX-2 could be the way he does it. I'm not stupid, and neither are you. There's an underlying reason that I love Tech not based on just his handsome looks. I don't claim to have an exceptional mind like him and I don't intend to convince anyone that CX-2 was Tech, but I do want to explain how it could be construed through the way that character was presented as well as the possibility of Tech's return in general, that he could have been and none of us were wrong or "losers" to think so.

45 70 Reasons and more well on the way, lol...

General reasons:

*Tech is never seen actually dying.

*Hemlock being untrustworthy source of death certificate.

*The return of many thought to be dead characters in past Star Wars from Darth Maul who was sliced in half to Lama Su - the door closed on him and we thought he was getting shot by troopers only to show up alive later and this happened in The Bad Batch itself.

*CX-2 is shown walking toward the 'light' after dropping off Omega, symbolically toward a future redemption. @astrovoidy

*Height change on starwars.com

*The word 'dead' danced around on official sites and by BB employees

*the similarities to Winter soldier @on-a-quest

*the cryptic tweets that showcased reborn characters like Gandalf

*The official poster of CX-2 shows him in 'good' light. @eriexplosion AND CX-2 is shown looking up and to the side the way the original CF99 members are positioned and facing in their poster as if CX-2 is also a CF99 member

*other people in professional settings like New Rock Stars on youtube thought the same exact thing as well as casual viewers

*the large focus on CX-2, over multiple episodes

*misleading title of last episode "The Cavalry Has Arrived"

*Tech being smart enough to find a solution

*If Season 2 could be compared to Empire Strikes Back, Tech was taken from us the way Han Solo was, but Han Solo was returned so surely Tech would be as well

*no one expected a main ensemble character permadeath

*the fight with Crosshair music had hints of "Plan 99" in it

*Tech’s whole big conversation with Romar was about culture and memory, and he helped Romar restoring a data repository. Between the implication that Tech would have lost his memories and Phee saying, “Tech’s brain was the databank, not mine,” you could easily see that as foreshadowing for Tech getting his memories back. @heyclickadee

*All the little one line reminders and goggles shots up through episode twelve only serve to make the audience want Tech back. They aren’t closure, they’re reminders of his absence. [Tech never being quite mourned.] @heyclickadee

*The goggles are lit, or look like they’re lit, in every scene they’re in except the last one, which sure makes all those earlier shots deliberate. @heyclickadee *CX-2 could have killed all of them at different moments, but chose not to (shooting pilot instead of Hunter for example)

Physical and character similarities:

*the shrimp posture

*the kick in the fight similar to droid kick in S1E1

*the similar hand to hand combat style

*the shooting accuracy- ipsium cave/ plan 99

*the elegant deliberate movement especially of hands and fingers

*the animated head and body when speaking

*the helmet – even has his hairline @jorolle

*the viewfinder similar to Tech's and utilized just as often

*the pouches(!!!)

*the limberness and agility

*the confident capability

*the crouching/getting on one knee - Tech is an infamous croucher!

*the deviant nature – ignoring orders

*the technology know how

*the flying – some say the turn on Teth was a Tech Turn

*the extraness of tool/weapon twirl

*armpad like Tech's datapad @wolveria

*CX-2's ship has similarities to the Marauder @wolveria

*Tech CC-9902 / CX-2 - both end in 2 @wolveria

*We are reminded this season that Tech was especially good at decryption. What do we see CX-2 doing on Phee’s ship? Yeah. @heyclickadee

*Season two went out of its way to establish that Tech has a high pain tolerance, is a good close range fighter (he won a life-or-death fight with a guy when he had that broken femur), quick processing speed, and is an excellent shot. All skills we see CX-2 exhibit. @heyclickadee

The 'British' accent, speech inflection, pronunciation. and vocabulary (this alone is enough to convince anyone...):

'You better get back HERE." - "I know the girl is HERE."

"The fifth IS Omega." - "The girl IS alive."

"Who are you?" - "Who are you?"

"Naveecomputah." - "Neveecomputah."

"DOMICILE." - "DOMICLE."

Cinematic framing similarities:

*the limping

*the coming out of the water @lilacjunimo

*hooking the rappel hook rappelling down was like dangling off the rail car

*the boulder moving

*helmet viewpoint from CX-2 in finale, only BB members ever had that

Conjectural situations of suspicion:

*the beef with Crosshair

*the constant surviving

*the pausing when choking Crosshair

*the pausing to look at Phee

*The implications that Crosshair seems to know something about CX-2 (he wants to get out of dodge when he knows CX-2 is coming), and the intense lingering guilt Crosshair feels—and which is never dealt with! It’s still there through the finale—implying he knows or suspects it’s Tech. @heyclickadee

*“Whatever they did to you, whatever you’ve done, you’re still one of us,” offered by Rex towards the CXs @heyclickadee

*Crosshair’s character arc this season being partly about realizing that anyone can change and that no one is really beyond saving, which would have continued going somewhere if he thought CX-2 was Tech and considered him beyond saving, but then changed his mind and realized he needed to try. Notice that he does not engage CX-2 in 11 like he did in 7, and that this comes after his revelation about giving people a chance in 9. @heyclickadee

*CX-2 is even more Tech like in 11 than he was in 6 and 7. This implies that he could be starting to wake up, and that almost killing Crosshair triggered that. He doesn’t kill anyone except one of his own guys on Pabu (or Phee) even though it would make his job much easier. He even has Hunter and Wrecker in his sights and moves his aim to not shoot them directly. @heyclickadee

*Crosshair has no way to know that the CX’d clones come out different and that their identities are erased unless it happened to someone we know. In fact, there’s not reason for the CX plot to exist unless that horrific thing happens to someone we know. @heyclickadee

*The first episode of the show starts out with Hunter covering for someone who supposedly died in a fall. In fact, there are direct parallels in the lines: “Where’s the Jedi?” “I stunned him when he jumped. He didn’t make it.” vs “Where’s Tech?” “Omega…Tech didn’t make it.” I’m not saying Hunter was covering for Tech; I am saying that is the only place in the script where we see those phrases matched up. @heyclickadee

*Tech being CX-2 would have fit in perfectly with each member of the batch experiencing a traumatic loss (and regaining) of agency that correlated directly to who and how they are as people. @heyclickadee

Foreshadowing lines:

*More machine than man, percentage wise at least.

*Better late than dead.

*See you around, Brown Eyes.

*Tech's not gone.

*The operative's gone rogue.

*Romar saying he's a survivor and Tech's look at him.

*Don't go running off with any pirates or smugglers. @heyclickadee

Abandoned storyline reasons:

*The romance with Phee, surely it wouldn't be abandoned!? 🙄😡

*CX-2's death being anticlimactic

*The finale seeming rushed and incomplete

*Actors saying there were script changes

*CX-2's accent in the finale was not only not like Tech's as it was in previous episodes, it wasn't even a clone accent (wtf was that) signaling a script change

@wolveria made a great analysis here with her Tech-Genda !

@heyclickadee gave a great analysis here and also great evidence, more in comments!

@vivaislenska has a list as well with some of these points!

@eriexplosion has a great analysis here!

Having said that, here are some reasons it may not have been him:

*Too many characters coming back from the dead.

*The way he says 'clones' in Infiltration was more reg accent.

*Tech's line in the cave to Omega which "was a big one to me” in retrospect: "I am aware that you miss him, but we have to adapt and move on."

As for the intentions of the writers to either have been forced to change the script, but can't admit it due to NDAs or if they truly meant for CX-2 to be Crosshair's foil which to me was unclear, especially with all of the evidence above, I don't know. At least they could have made CX-2 talk and move like a reg. Making him talk and walk like Tech was kind of cruel on top of a cruel we already experienced in Plan 99. I am not personally attacking the writers, I still love Season 1 and 2 and most of Season 3, but I wish I knew what happened behind the scenes with this and I know I'm not the only one. I think this is the last time I'll personally address Season 3 or the finale unless to support other commentators/creators and for my own fix-it and art and writing. And I look forward to seeing everyone else's works as well and hope no one gives up this beautiful Batch or fandom as I almost did. Canon seems done with him, he belongs to us now. 💜

And if anyone has anything I missed (I'm sure I'll think of more myself), feel free to comment or reblog with that addition or a link to your own post and/or I can edit the OP to include it and tag you. Also, don't feel like you can't make your own post about this subject! But I do hope this maybe helped anyone still dealing with the 'aftermath' like me, to know you're not alone, and you did not read too much into it.

(In retrospect, I can't believe they killed him though, lol. What the kriff were they thinking!?! #too handsome to die #too awesome to die)

[dnpbeats]

Dan and Phil 2024 Upload Stats: Half a Year in Review

hi everyone! as we are officially halfway through 2024, i thought it would be fun to make a little post about some intersting stats from d&p's uploads this year! especially as things will likely start slowing down (or rather stay slowed down) during the latter part of this year due to the tour! as a reminder, spreadsheet can be found here :)

general stats

there have been 42 uploads so far this year. 13 of those are AP and the other 29 are DAPG, meaning they've uploaded over twice as much on the gaming channel

the average time between uploads across all channels is 3.9 days. looking at the channels individually, the average upload time between AP videos is 11.9 days and for DAPG it's 5.4 days

across both channels, dan and phil have helped edit 81% of the videos. they have only edited one out of the 42 videos on their own, which was on DAPG

100% of AP videos have had spons (capita£ester strikes again) and 79.3% of gaming videos have had spons (looking at both channels together, 85.7% have had spons)

their average upload time is 8:26pm

dan has been in (in some capacity) 46.2% of the AP videos this year

24.1% of the gaming videos have been non-gaming content

phil has been the one to tweet about the gaming videos 86.2% of the time

date/time stats

wednesday is their most popular day to upload, with 11 uploads (the majority of which have been DAPG uploads). sunday and friday are tied for second with 10 uploads each

saturday is the only day that they haven't uploaded on this year (this includes irregular uploads too, like ads and livestreams!)

average upload time for each day of the week:

sponsor stats

nordvpn is their most common sponsor, having sponsored 7 of their videos this year (4 on DAPG, 3 on AP). their second most-common sponsor is dragon city, having sponsored 6 videos (all DAPG)

6 videos have had no sponsors (again, all DAPG)

data for all spons:

editor stats

our queen superseizer had edited/helped edit 12 videos (11 DAPG vids, 1 AP)

seizer has edited 3 vids on her own (3x as many as d&p 🤩)

runtime stats

stats exclude poppy playtime chp. 3 bc it's so long lol

thursday uploads have the longest average runtime at 24:18. friday uploads have the shortest average runtime of 16:56

afk journey is the sponsor with the longest average runtime (29:56). the second-longest average runtime is videos with no sponsors (28:42). the sponsor with the shortest average runtime is headspace (14:54)

seizer on average edits longer videos! the average length of a video she has edited/helped edit is 25:11. for d&p the average length is 20:01

series stats

the sims series has had the most uploads this year, with 7. DvP has had 3 uploads and golf with friends has had 1 upload

on average there are 22 days between sims uploads and 65 days between DvP uploads

seizer is the only one trusted with editing sims vids 🙏🏻

so yeah! there are even more stats in the spreadsheet but i just wanted to include the more intersting stuff here. there's also a calendar if you want to visually see the distribution of days that videos have been uploaded (including irregular uploads!). also there's still the interactive bit where you can calculte the length between two uploads :3

lmk if you have any questions or want to see any other comparisons/charts i don't have!!

[mecachrome]

landoscar ao3 stats — 2023 overview

notes

retrieved ~sometime in march 2024

methodology: scraped metadata for every fic in the landoscar tag and...... that's it. however one important constraint is that all temporal data is date updated (not posted), so the above timeline isn't exactly a true representation of fic growth but rather how many fics were last-updated at that time. of course this is still its own reflection of fandom health in a way since dead fandoms don't update old fic but well... it's just not quite the same!

this is just info about general trends, fic content, tags etc... so nothing about kudos/comments or any authors specifically

i decided to focus solely on fics last-updated in 2023 (unless otherwise mentioned) because i wanted a tidy set that i can maybe compare & contrast in a year's time, because i expect a lot of details to look different then (tho as stated above this set isn't exactly static... 🤷‍♀️)

ngl i had to re-scrape a bunch of times because i forgot about it for like 3 weeks and then there were 100 new fics 😭 so if there are some minor discrepancies across the post it's because of that halfskh.

also i wanted to include more global comparisons (aka how 814 stack up against the f1 rpf tag in general), but this is also considerably difficult in some contexts since i can't exactly scrape 31,000+ fics can i... or i didn't even want to entertain the thought of trying to do so!!!

why did i do this? who knows.

anyway here's some viz T__T

ship growth

as evidenced in the opening graph, landoscar have been a very fast-growing ship over the past year — although interestingly enough they didn't really start growing substantially until july / the ~better half~ of the 2023 season. here are two views showing their "growth" (by date updated) alongside two other ships on the fringes of the f1 rpf top 10 (sebchal & galex):

landoscar are very much on-track to surpass them and officially enter the top 10 soon, likely before mid-april ❗️ :o

ship characteristics

onto the ship content — another thing i was mildly curious about was how landoscar differs in certain areas from other f1 ships, or the f1 rpf "global" average you could say. for example, here's a breakdown of rating popularity in their ao3 tag:

seeing as explicit is their most common rating, and that i don't necessarily expect this to be true for all ships/fandoms, i compared these percentages with the general f1 rpf tag to see whether some ratings are more commonly represented in 814 fic than average, which produced interesting results:

do lando ships simply skew more HornyTM in general? is it oscar? a secret third thing??? who knows... actually i think it would be fun to do more analysis in this direction but that can wait for another time!!!

similarly i also wanted to see which ships are the most "public" on ao3, as in have the highest share of fic that isn't user-locked... i will refrain from peppering in my feelings about the 4th wall too heavy-handedly but i was curious to see whether some sort of perhaps... er, generational gap (?) of sorts between ships that are more public vs. not could be identified. however i don't pretend to have any takeaways from this LOL i conclude absolutely nothing. (for ref landoscar is currently 72% public, vs. a global avg of 63%)

note that this graph is current stats, not filtered for 2023

looking at relationship tags, i also wanted to know whether landoscar suffer noticeably from Second-Ship Syndrome, so i tallied the first-tagged ship of every fic to find out. i know this doesn't necessarily mean that it's always the "main" ship but it's a good enough approximation. the results were quite positive!

filtered to top ships with count of >1 only

i then also calculated the number of ships tagged for each fic to discern the profile of multi-shipping in 814 ficdom; i did have to do a little bit of string standardization (all instances of implied / background / hinted collapsed to hinted for simplicity's sake + removal of other redundancies), but otherwise i left everything mostly untouched.

as you can see, landoscar also have a fairly promising amount of OTP: TRUE fic:

by the time you get to the fics with 10+ ships tagged, landoscar are less likely to be the primary ship, which makes sense just on a basic statistical level... this is also a very small sample size though

i also lazily tallied the 10 most common ships that weren't NOR/PIA or NOR & PIA to diff their shares of the 814 tag vs. of the general f1 rpf tag, to see which other pairings are more represented in the 814 tag than on average (because lestappen are the most popular by pure count but this is also true of fandom in general, so it would be a misrepresentation to say that their popularity is out of the ordinary):

maxiel's gap isn't really that surprising since i think that, generationally, in terms of when both pairings were teammates there is quite a gap; with carlando—actually let me tally this again but including all instances of "implied" and "past" as being part of the same ship, since that's how ao3 tag-wrangles as well:

Aha ! obviously as a direct ship there is competition between 814 and other lando or oscar ships, but this difference is somewhat less pronounced once we include all formats. tbh none of this really means anything but i thought i'd add it anyway... (it's also very possible that there are several errors in this, in which case my b 😔)

before we move on to additional tags, there are a few more basic characteristics of 814 fic we can calculate. i realize i never offered an overview of Super Basic Stats, so here are a few:

plus, looking at word counts, here is a distribution of those in 2023-updated fic, which shows that a majority of 814 fics were under the 5k mark:

85% of landoscar fics were under 10k & nearly 97% under 25k

i don't really have any reason to believe that landoscar's wc stats differ significantly from average ? so this is kind of just Data To Have Data, and it most likely reflects normal ao3 trends in general... but i thought i'd include it anyway because i already made it lol. similarly, here are word count distributions but stratified by rating:

& same info but heat map view:

i feel like this is also probably something you'd find across fandom in general — that gen fic is likely to have a higher share of under 1k works, since Building Up to sexual content often takes... Literal & Metaphorical Foreplay ! and the longer a fic is the more opportunities an author has to include a sex scene or other explicit content (ofc, not necessarily just porn but also graphic violence & so on). but i thought this was fun to visualize haha

additional tags & aus?

back in my old f1 rpf stats post, i made a table comparing fluff/angst "ratios" (not exactly a direct ratio because of how tag wrangling works, but an approximation) of the most popular f1 ships, and now that landoscar are somewhat popular i thought i'd first do an update:

also current data, not 2023 to make things easier

just like before, simi are one of the most fluffy ships and brocedes are by far the most angsty, but it's interesting to see 814 also extremely high up on the charts, with far and away the lowest % of angst. will be exciting 2 see how that holds or changes as the seasons progress !

finally, i also wanted to do a bit of au/additional tag analysis because you can kind of see this when you use additional filters on ao3 but the previews are limited and get bogged down by the prevalence of *checks notes* Fluff, Angst, PWP, Anal Sex and what have you. which are nice stats to have and all but what of the rest !

disclaimer that the set for these tables is a biiiit outdated because by the time i'd wrangled everything i was like I Am Not Changing It Again. unfortunately i clean my data with shoddy queries and regex functions in googsheetz...

there were 48 tags with at least 10 instances from 2023 fics, shown below, with ones that are (some ~vaguely) nsfw in red just to kind of get a rough sense of which tags get commonly used in M/E fic:

getting a bit too much into small sample size / specific fic territory so if you're an author i sincerely apologize for that... do not mean 2 put u on blast... TT__TT but i also tried to tally the most popular aus people write for 814, which is a bit dubious because people tag in really different ways and i had to accommodate for a lot of string formats but ... it's close enough ! (?)

i feel like this is very little interesting info but idk what else to add so i will stop here for now... well!!! if you made it to the end i hope u learned something or even vaguely enjoyed reading T__T and most of all thank you :')

[yukipri]

Some thoughts on Cara

So some of you may have heard about Cara, the new platform that a lot of artists are trying out. It's been around for a while, but there's been a recent huge surge of new users, myself among them. Thought I'd type up a lil thing on my initial thoughts.

First, what is Cara?

From their About Cara page:

Cara is a social media and portfolio platform for artists. With the widespread use of generative AI, we decided to build a place that filters out generative AI images so that people who want to find authentic creatives and artwork can do so easily. Many platforms currently accept AI art when it’s not ethical, while others have promised “no AI forever” policies without consideration for the scenario where adoption of such technologies may happen at the workplace in the coming years. The future of creative industries requires nuanced understanding and support to help artists and companies connect and work together. We want to bridge the gap and build a platform that we would enjoy using as creatives ourselves. Our stance on AI: ・We do not agree with generative AI tools in their current unethical form, and we won’t host AI-generated portfolios unless the rampant ethical and data privacy issues around datasets are resolved via regulation. ・In the event that legislation is passed to clearly protect artists, we believe that AI-generated content should always be clearly labeled, because the public should always be able to search for human-made art and media easily.

Should note that Cara is independently funded, and is made by a core group of artists and engineers and is even collaborating with the Glaze project. It's very much a platform by artists, for artists!

Should also mention that in being a platform for artists, it's more a gallery first, with social media functionalities on the side. The info below will hopefully explain how that works.

Next, my actual initial thoughts using it, and things that set it apart from other platforms I've used:

1) When you post, you can choose to check the portfolio option, or to NOT check it. This is fantastic because it means I can have just my art organized in my gallery, but I can still post random stuff like photos of my cats and it won't clutter things. You can also just ramble/text post and it won't affect the gallery view!

2) You can adjust your crop preview for your images. Such a simple thing, yet so darn nice.

3) When you check that "Add to portfolio," you get a bunch of additional optional fields: Title, Field/Medium, Project Type, Category Tags, and Software Used. It's nice that you can put all this info into organized fields that don't take up text space.

4) Speaking of text, 5000 character limit is niiiiice. If you want to talk, you can.

5) Two separate feeds, a "For You" algorithmic one, and "Following." The "Following" actually appears to be full chronological timeline of just folks you follow (like Tumblr). Amazing.

6) Now usually, "For You" being set to home/default kinda pisses me off because generally I like curating my own experience, but not here, for this handy reason: if you tap the gear symbol, you can ADJUST your algorithm feed!

So you can choose what you see still!!! AMAZING. And, again, you still have your Following timeline too.

7) To repeat the stuff at the top of this post, its creation and intent as a place by artists, for artists. Hopefully you can also see from the points above that it's been designed with artists in mind.

8) No GenAI images!!!! There's a pop up that says it's not allowed, and apparently there's some sort of detector thing too. Not sure how reliable the latter is, but so far, it's just been a breath of fresh air, being able to scroll and see human art art and art!

To be clear, Cara's not perfect and is currently pretty laggy, and you can get errors while posting (so far, I've had more success on desktop than the mobile app), but that's understandable, given the small team. They'll need time to scale. For me though, it's a fair tradeoff for a platform that actually cares about artists.

Currently it also doesn't allow NSFW, not sure if that'll change given app store rules.

As mentioned above, they're independently funded, which means the team is currently paying for Cara itself. They have a kofi set up for folks who want to chip in, but it's optional. Here's the link to the tweet from one of the founders:

And a reminder that no matter that the platform itself isn't selling our data to GenAI, it can still be scraped by third parties. Protect your work with Glaze and Nightshade!

Anyway, I'm still figuring stuff out and have only been on Cara a few days, but I feel hopeful, and I think they're off to a good start.

I hope this post has been informative!

Lastly, here's my own Cara if you want to come say hi! Not sure at all if I'll be active on there, but if you're an artist like me who is keeping an eye out for hopefully nice communities, check it out!

[darlingofdots]

I saw a [short-form internet video] today asking who people would trust more to learn from about a topic, someone with a PhD in that subject or a neurodivergent person with a special interest in it, and holy shit you guys we need to address this level of anti-intellectualism. I am the first person to point out that you don't need a fancy degree to learn and know things and that we need to be more open to non-academic expertise in many areas* but when it comes to reliable and trustworthy information, a researcher formally trained in their field should absolutely be considered preferable to a layperson who has studied independently. Not because you can't become an expert on your own but because the processes of academic qualification ensure that a person has both basic and specific knowledge of and training in the methodology and advances in their field, they are practiced in assessing the quality of sources and generating their own data, and they are subject to assessment by other experts. In order to get those fancy letters to go with your name you have to prove that you have the knowledge and skills to meaningfully contribute to the scientific conversation; the title is a reward for your hard work but it's also a kind of quality control seal.

Getting a PhD in any subject is really fucking hard. It's gruelling. Most of us do it because we love our research and want to know everything about our chosen topic. As a lot of commenters on that video pointed out, the PhD and the neurodivergent person are often one and the same! But especially in an era when mis- and disinformation is so rampant, we need to remember that although it is flawed, we do have a system to help us assess whether a person sharing information about something we don't know is likely to be reliable or not, and in the vast majority of cases, people who have passed through years and years of rigorous training and assessment should absolutely be our first pick.**

*my field of choice, popular romance studies, owes a lot of knowledge to readers and fans without relevant degrees or institutional affiliation who share their thoughts and observations through book reviews etc., and we're so grateful to them!

**obviously "experts" can be wrong or malicious and laypeople can have extremely valuable insight or experience that we should not dismiss out of hand. That's not what this is about.