#based on the data she has
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Junko's the Ultimate Analyst, right? So if she analyzes someone's Talent, then she can reproduce it.
Which means - like with Sakura or Akane - she could learn some sick fighting moves.
But Junko is still a scrawy ass starving model (reference: she's 5'7" and 97lbs; that girl is starving and has no muscle), so she can mimic all of the techniques but she does not have the muscle memory to keep it up and she will wear out pretty quickly. If Junko doesn't win within, what, the first five minutes? ten minutes? she's out.
(Fighting Junko is like fighting Sans. It's an endurance thing. She will wear herself out. Eventually. And then you bop her on the head and keep going.)
#musings#danganronpa#junko enoshima#dr0#- referenced because ryoko is able to avoid attacks from the madarai#that is a thing she is able to do#but it's not something she would be able to keep up indefinitely#and she still needs mukuro to show up when there are a lot of them to beat them up for her#give junko a cerebral talent and she's ALL over it#but physical stuff?#girl's got a problem#(and i think the thing about junko analyzing talent is that#she's /mimicking/ it#that doesn't mean she necessarily understands it#(see: alter ego and alter ego junko and how she can't successfully kill ai at all ever)#she understands the flow of things enough to predict#based on the data she has#and the more data she has the better she can predict#but that's /different/)
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A Fair Warning
It was only a matter of time, and a long awaited and well deserved comeuppance, when Joker tried to hurt the wrong person or people.
Not everyone was going to play his games like 'Batsy' does. Not everyone will hesitate or let him live should he put his hands on someone to hurt them. Not everyone will believe Arkham could 'fix' him, he just needed more time and help.
No.
This time Joker bit off more than he could chew when he kidnapped the newly hired Arkham psychiatrist Jasmine Fenton (and he had plans, so many plans, for her. With her mixture of Harley's mind and her looks matching Gordon's daughter would sure to cause some chaos and pain in memories) and the girl's visiting sister Danielle 'Ellie' (and did he laugh when he noticed the 'Wayne' adoptive looks the girl had, on the fun he'll have, maybe he'll beat her the way he beat the second Robin just for funzie's, it'll no doubt upset Batman) from Jasmine's apartment.
He had plans to keep the Bats guessing where he was and by the time they reach him it'll be far to late for them to save either of the two girls, he had just sent the little video he taped to the Bats and the police to get the ball rolling...
So...
So why did a shiver run down his spine for the first time in years when they both looked unafraid (it was their eyes that made him shiver, a look of already dead yet somehow alive, something he never seen before. He's seen the light fade from people's eyes before yes, he's even laughed as he watch people desperately cling onto life only for it to fade into nothing as they took a final breath but never have he seen someone, something alive yet dead at the same time before. It, their eyes, held a natural yet unnatural sense as they stared at him, stared at everything that made him Joker and it unnerved him), honestly they looked very bored, and one of them (the youngest of the two, and the one with more of the look of death than life in their eyes) said with a chill tune in their tone.
"Last chance to back out of this Freakshows Reject. You wont like what'll be waiting for you."
The tone alone was enough to send another bone deep chill down Joker's spine.
But instead of listening to his natural instincts, the deep inkling of run blaring at him, Joker merely placed a grin on his face, ignoring the strain he felt from doing so, and said as nastily as he could in order to scare the two girls (BOTH OF THEM STILL LOOKED BORED WITH HIM?!?! Not even a twitch of fear!)
"OH? And pray tell what is awaiting little ol' me hum?"
His mocking question got a wide feral grin from the smaller girl, a grin with sharp teeth and iris eyes beginning to bleed slowly from sky blue to neon green with each second he stared at her and he barely stopped himself from jumping in his spot when Jasmine answered his question.
"Your end."
-x-x-
By the time the Bats get to the warehouse Joker had taken Dr. Jasmine 'Jazz' Fenton and Danielle 'Ellie' Fenton they were prepared for anything and everything to go wrong. As much as they held the tiniest bit of hope that the two young women were still okay they knew better than to really do, this was the Joker that had them after all.
They had manged to narrow down his location much quicker than normal when they gotten Joker's first video and his little 'game' he was setting the Bats on, most locations he gave them were going to be red herrings or traps to keep them busy and it would had worked. Batman and the others would had been searching for hours for even a hint of the clue of where the Joker and his hostages were actually being kept.
It was nearly, not really, a shame all of Joker's plans went to waste when Red Hood had stumbled onto something when scooping out Jasmine's apartment with Red Robin.
You see, not only were they looking for clues at first but something about the apartment Jasmine rented seemed off, Red Robin noticed it first and called in back up encase there was more to oldest Fenton than what they could dig up (oldest daughter of Dr's. Jackson and Madeline Fenton, grew up in a small Illinois town, straight A student and a goal to become a psychologist, has two younger siblings, etc etc) and their suspension raised up more when the moment Red Hood entered the apartment and seemed to freeze for a moment.
Red Hood couldn't really explain it but he said it felt like something was... strange. Not evil bad danger strange but it felt familiar? Like he was a kid again on the streets and had walked into someone else's territory but knew the person wouldn't be too much of a hardass about it as long as he didn't stur up trouble or disrespect. A kind of... as long as you don't fuck around you won't find out feeling.
It was because of this feeling that Jason had manged to stumble across something in the room, his instincts telling him there was more to it, and they had discovered a clunky old custom PDA hidden away in a false floorboard in the office room. Thankfully Red Robin, was there in person because the old thing apparently had a rather ingenious firewall to keep others (aka Hackers) OUT but it did nothing against someone who held the main thing.
But still it took Red Robin almost frying the damn thing to get to open up, turns out the ghost and star stickers on the PDA was a rather large hint of the pass code. Once Red Robin was in the PDA he noticed some rather interesting files, one of them labeled "Gremlin Tracking" with a tiny green blob with red eyes and a green outlined star as the icons.
Curiosity taking a hold on the most curious of the Bats he opened it up, hoping it would need another password, and watched as the screen split into two maps, one was... strange, there was no land marks or anything but the star icon seemed to be right in the middle of wherever it was and the only hint of anything was the name "baby brother" and the map labeled as IR.
The other one showed an above map of Gotham, before zooming into the city, heading towards some abandoned warehouses Red Robin knew of and stopped right at one. This was the green blob icon, the short abbreviation for Gotham in the corner of the map, and the name for the icon was 'baby sister'
Red Robin immediately got onto coms to tell the others of what apparently was a tracker for Jasmine's younger siblings. Some questioned why the young woman had trackers on her siblings, though some of the others snarked back that "oh didn't know keeping trackers on each other wasn't normal. Mind if I loose the one you got on me than?"
After a quick sweep into the warehouses camera feeds, the very few up that could be accessed, done by Oracle they quickly discovered that yes the tracking on the younger girl of the two, Danielle Fenton, was correct and that was where they and Joker were at.
Despite this, Batman decided that in order to make sure Joker didn't have suspicion that they already know his actual location he made sure to send a few of the others to the fake locations.
So here they were now, staking out the warehouse where they could see a few of the Jokers goons walking around and looking for a way into the building without alerting any of them. As they talked low into coms, Robin mentioning a possible way in for Red Robin by how small it was, Red Robin hissing back a "just because you got a growth spurt doesn't mean you can poke fun at my height you little-"
"Wait!" Red Hood suddenly hissed shouted, his tone startling the rest of them and they all turned their heads to him. Batman made a quick and harsh grunt as a way to say "report."
Under his helmet Jason's eyes were wide and wild. He could feel something, something huge was on the rise, like something was out of sight but the energy of it was felt.
And if Jason could feel it from his spot, the Jokers goons all felt the same thing from the way they all dropped their weapons, turned toward the warehouse and looked ready to bolt like scared animals.
Jason opened his mouth to explain but fell silent when the feeling suddenly popped. Whatever was causing the feeling was here and like the calm before the storm he could only watch as the first drop of rain fall.
The next thing they know, was the noise and the screaming.
It was inhuman, a mixture of noise and sounds to hard to explain. The closest they could explain was a thousand voices coming in all at once mixing with radio static that kept changing volume so only few words could be even hinted at, and the angry cawing of crows along with the flapping of their wings as they took flight. The noise was so bad that many who heard it nearly ripped their coms out, or covered their ears. Thankfully it only lasted a few seconds.
Then, the air itself shifted. It felt like the coldest of winter nights and bone chilling shivers ran down their bodies for a moment. The air was suddenly that sharp cold that hurt to breathe sometimes.
The goons surrounding the warehouse fled in fear. Many scrambling to get far, far away from whatever was happening. If they felt even a fraction of what Jason could feel, he could understand. He honestly felt like a small animal cornered by a predator and there was no escape.
Then just as suddenly as it happened, everything shifted again. The noise of Gotham returned to normal, cars honking, a stray cat hissing or a dog barking, police sirens in the distance, hissing steam from a nearby factory. The air went from winter cold to a chill mid winter harbor feel now.
Once everyone registered what had just happened and not wanting to waste anymore time they bolted towards the warehouse, cautious and alert in case they needed to fight. Batman went in first, quickly making his way to the area he knew Joker would be with the Fenton sisters and wondered just what the fuck was that? Did Joker do something? Was he messing with things outside of his usual MO?!
He walked into the room and stopped.
There was nothing.
The room was in fact the room Joker had used to record his first message to them, the layout was correct and the evidence of two people who had been tied up were still there as well, ropes that weren't cut sitting on them, a lone lamp light above shining down from above no doubt to emphasize the two girls were meant to be the 'stars' of Jokers latest show. Thing was, the two weren't there despite the fact Oracle swore she could see them a few mins ago from a camera set up in the room, she would later explain that she heard the noise as well and that all her tech had glitched hard.
The only other thing in the room was, sitting innocently on one of the chairs was a green sticky note and on a tiny pillow was a tiny sickly green orb with hints of purple, white, and red swirling in it.
A note they would later read the following message written on it after carefully examining it over.
'Joker learned not to touch what is mine to protect. Sorry not sorry, but hey one less killer clown and he was warned not my fault he didn't take it seriously... The massive amount of souls wanting to rip apart the Joker's soul into nothing was quite a sight to be honest.
They were so ruthless. Best not mess with the vengeful dead am I right?
PS. I left a tiny gift for Jason Todd aka Robin Two. It's the tiniest piece of Joker's soul left over after everyone else got done. He can finish it off since he's a reverent and all, and well they need their revenge filled in order to peacefully move on later or else they'll be stuck forever in a loop of madness and revenge. So yeah. Hope he likes the gift.'
D.P.'
It took Jason less than a second after those words were spoken out to reach for the orb, ignoring the cautious and alarmed cries of the others, and could feel deep, deep, deep in his own soul the absolute pure weeping joy as he threw the orb onto the floor, the bottom shattering thus it didn't roll away and stomped hard with his reinforced boots. Crushing the broken orb into more pieces and if one listened closely they could hear the pure screaming terror that came from it.
And Jason for the first time in years felt his rage finally leave him.
#danny phantom dc#danny phantom#danny fenton#dp x dc#crossover#blue rambles#writing ideas#random idea#dpxdc#Danny is like a cryptid in this one#is he the Ghost King? Or just a very very powerful ghost that can help stabilize other ghosts into a corporal form? idk you pick#The Bats return to base only to find all data on Jazz gone#even the report on her and Danielle being kidnapped are gone#even the Joker's recording is gone#like it never happened#if they try confronting her she only smiles and says she warned him or says 'Joker who?'#The only thing they have left that's proof is the sticky note and the PDA Tim still has#when he later looks at the history and data he noticed it move#for a few mins the tracker for 'baby brother' had moved from IR to Gotham right next to 'baby sister' before returning to IR with the other#this happened right on the dot of Jason warning them to wait#I love writing the 'Joker fucked around and found out' stories tbh#any mistakes I will fix later#I still need new glasses can barely see rn
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oops all omnimon but like. fighter mode sage y'know?
#sonic#sage#sage the ai#sage sonic frontiers#sonic frontiers#purp doot#she would mangle other titans in it too and the minibosses and shit but my hand is tired man#like the base form has 2 of the red arms. and she can morph them at will#as long as she has been exposed to the data before and integrated it into her system#yeag. wahoog. get digimonized idiot
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Um. Uh. Hey. Um. Guys. Hey. What if I had maybe taken the plot from the empires smp dnd campaign that balatro-watcher rt was originally made for and maybe decided to do something else with it for you guys. Maybe. Mayhaps.

#atlas speaks#and what if maybe also i described the plot to my sibling and they called it 'disturbing'#and i went on to call it 'an office comedy in the same way the magnus archives is an offive comedy'#look. loook. it's not that bad. it's not that bad. there's some subtle horror in the concepts the story is based in#it'll be just about as angsty as anything else i ever make.#anyways. they went on to say 'she watcher on my rt until i balatro' ten seconds later#so obviously it can't be that bad#anyways shout out to the state wide internet outage ✌#if you're the person who sent me that watcher rt ask earlier today i swear ill get to it when we have internet again.#asks just take forever to load with just my data 😔#but know everything you said has been living in my head rent free all day <3
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Just a dusty girl, living in a dusty wooooorld
New reference for Dustbunny :}
#data log: manda's doodles#she's like 5 foot fuck all tall and has a bf that is so much taller than her#it's fuckin adorable#anyway plookas x dustbunny 5ever#also pissface x dustbunny 5ever until I design snowbunny based on the plushie baxter made for me#oc: dustbunny
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ugh absolutely cursed vibes, wherein I was right about something I was trying to say three months ago, but because I am a bad communicator, it was not received as intended.
#what on earth would make someone think that I had a magical data model from our collaborators that I was somehow just ignoring#when it came to writing and planning#I am ignoring this because it does not exist#my advisor is probably right that my project is not that hard and I am bad at managing it and following through but also also also#she has like delusional ideas about what constitutes my data#tells me that things are possible based on this and then I like an idiot just believe her plans#scream
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i'm imagining a scenario where amity's dad got swept up by the nautiloid instead of her and. god. what a misadventure.
i can't decide if he and gale would be fast friends, soulmates, or mortal enemies. they have a lot of similarities, insofar as being wizards who LOVE magic and magical research and various special interests, and they both can be reckless in pursuit of this, and this could work Very Well or their differences could turn their similarities into contempt
plus symon is more... well... he's only partly a wizard. he's also a warlock, because he was bored to tears by the idea of continuing to study things that didn't interest him, so he made a deal with an archdevil for magical power so he could fake it and pretend like he was doing great at wizard stuff instead, and just focus on his experiments. so he's not as dedicated to the True Art, he just wants to be left alone with his lil projects.
still, i think in general, he and gale would get along. they could talk for hours about various magical subjects, the properties of the alchemical compounds he's currently collecting, the latest magical theorems they've read about. (i think they're close in age, too; i imagine gale is mid-30s at the youngest, but more likely, late 30s, early 40s. symon was a fairly young dad; he was 19 or 20 when amity was born, so he's ~46, 47 now)
he Would Not question shadowheart At All. oh, some mysterious business in baldur's gate? that's nice! he won't pry, that would be rude. a lady deserves to have her secrets :)
he would have endless questions for lae'zel, both about gith in general and about the astral plane. what a sight! what an honor to be born amidst the tears! he would not be put off by her whatsoever. every morning he would just have new questions for her.
he would try to fucking study astarion, that's for sure. he'd let astarion bite him, if asked. but then he'd want to run tests. is the taste or quality of blood impacted by diet? by location bitten? hold on, let him get his notebook and jot down the time of day and the date and contents of his last meal, for comparison; you'll have to be detailed when describing the taste. and please hold still; he'd like to sketch those fangs, if you wouldn't mind. it would be highly off-putting for astarion.
since symon is on the council of four, he's definitely familiar with wyll's dad, tho symon probably wasn't present enough in elbow-rubbing a decade ago to have ever met wyll. he also isn't, uh, very focused on other people most of the time, so he wouldn't be able to tell wyll much about what his dad is up to. he could tell him some, though! wyll reminds symon of amity quite a bit; the youthful enthusiasm, the drive for heroics. what a nice boy :) symon would also, like amity, devote quite a bit of time to wyll's predicament with his pact and with mizora, and try to find loopholes or ways out.
karlach also reminds symon of amity; he's not, uh, dadly enough to take anyone else under his wing, really; but he's very quickly fond of her because of this. he thinks she and amity would be friends, and tells her so. once again, he would want to study her and her heart; he'll also start pulling alchemical ingredients from his pockets and start musing about what can be done to modulate temperature and make her ticker run a bit better here. potentially helpful! very meddlesome tho.
i also. think he might consume a tadpole or two. for science. for research.
his imp familiar, ekil, would be distraught. tugging at his elbow, trying to get him to put down the tadpole jar, protesting loudly (if squeakily). but symon would not be deterred. "ekil my old friend, have no fear, this is all in pursuit of knowledge! :)" and then he shotguns that tadpole down.
symon being abducted also means that at some point, amity will find them. a wild-eyed tiefling on a white horse bursts into their campsite hollering "WHERE IS MY DAD" in the fucking shadowlands
#btw amity would also be curious to know these things about astarion#but she has just a bit more social grace#enough to know that asking to collect this sort of data would be uncouth.#...at least during the events of the game. later on she may ask him these things.#also. look. listen.#symon might fuck the emperor.#he already fucked a pit fiend. this isn't any weirder -- or more difficult -- than that.#he would not be in love but his curiosity might win out.#symon morninglade#amity tag#bg3 blogging#amity gets squidnapped and her dad either remains blissfully unaware of this#or becomes aware bc she sends him a Message to let him know in case he gets back home before she does#he just asks if she's okay and she says yes so he leaves it at that and assumes she's fine#meanwhile symon gets squidnapped and amity tears apart heaven and earth to find him#tbh the only reason she wouldn't find him in act one#is because their trading company's base of operations got hit real hard by the nautiloid#and all their sending stones got mixed up#and finding an actual sending scroll is difficult when the whole city is scrambling to dig through the rubble to find people and contact l#their own loved ones#so amity sets out to physically find him with the help of some of her mom's raven spies. reluctantly.
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not me accidentally getting in a lighthearted argument with my partner bc I think it’s more likely than not that the 35 year old wife of someone he knows has listened to all of lover, but apparently she “doesn’t give off the swiftie vibe” 💀
#Like idk I just think that a 35 year old happily married pop and country music enjoyer woman might have heard The Archer#and he was like oh well she probably listened to folklore and that’s it#Like… I feel u r underestimating the power of her songwriting for this demographic! If she liked folklore she probably listened to the prio#Album! Taylor is literally bigger than the Beatles??? Like???? Even people who hate her listen to her!#And he was like it seems like she wouldn’t listen to Taylor bc she wouldn’t want to be known as someone who listens to taylor#And I was like…. Do u know how many people listen to Taylor in secret. The numbers do not lie.#And then the next counter argument was that her husband (my partners bandmate) has never heard his wife listen to Taylor (other than folklo#But like. You are a touring Americana/pop musician! Your wife is home alone with the dog for weeks on end!!!#You don’t think she’s ever bopped to the album that features the Dixie chicks?#There is an easy way to resolve this: I will ask her next time I see her#C#Just annoyed me that pop culture I guess cant possibly influence a woman who is perceived as “cool”. Or someone with Good Taste wouldn’t.#Like maybe she doesn’t listen to Taylor! Idk! But the confidence that she definitely hasn’t listened to “deep cuts” is annoying when like.#We know based on the data available that people listen to the whole album when they listen to Taylor unless it’s very casual#And that plays of old albums skyrocket w/ new music.And she is the target demographic and would relate to much of the subject material. Idk#Hipster brain rot is giving swiftie brain rot a run for its money here
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granted i grew up in a fairly large family (the kind where it seems like every year someone had a new baby lol) so i have a lot of experience taking care of them, but ive never understood the vitriol against kids
not wanting to be a parent, i totally understand. hating messes and screaming i get; pretty much everyone hates those. but pure hatred i do not get
#like. i know saying 'kids are just little people who are still working shit out' sounds like a shit post but it's honestly the truth!#children aren't a different species than us. they function very much the same as any adult does#its just that 1) everything is new to them and 2) their world is a lot smaller than an adult's#a skinned knee is the worst thing a 2 year old has ever experienced#a standardized test is extremely stressful when you're 8#a friend playing with someone else at recess is a deep betrayal when you're 11#as adults we remember those feelings but in the context of our adult lives they feel silly#they aren't silly to kids though#i feel like kids become a lot less alien if you remember that#they really are little humans! they can be rude and loud and messy and cruel. but not uniquely so#and i will reemphasize that its fine if you don't want to be a parent#society might demand it (especially of women) but its not for everyone#hell i love kids and have taken care of them for my whole life but often even i question if i want kids#just. don't be a dick#mickey.txt#also im thinking about cheyenne lin's video about kids under capitalism#especially the bit about how people who grew up wealthy and/or in the suburbs are often the ones#who complain online about children. possibly because they're used to having space and quiet#and not being inconvenienced by others in public spaces. like obviously based on polling data she didn't run#so its not like a guaranteed scientific fact. but i think it does play a factor in a lot of cases#like the hyper-individualism of it all y'know?
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You're a reasonably informed person on the internet. You've experienced things like no longer being able to get files off an old storage device, media you've downloaded suddenly going poof, sites and forums with troves full of people's thoughts and ideas vanishing forever. You've heard of cybercrime. You've read articles about lost media. You have at least a basic understanding that digital data is vulnerable, is what I'm saying. I'm guessing that you're also aware that history is, you know... important? And that it's an ongoing study, requiring ... data about how people live? And that it's not just about stanning celebrities that happen to be dead? Congratulations, you are significantly better-informed than the British government! So they're currently like "Oh hai can we destroy all these historical documents pls? To save money? Because we'll digitise them first so it's fine! That'll be easy, cheap and reliable -- right? These wills from the 1850s will totally be fine for another 170 years as a PNG or whatever, yeah? We didn't need to do an impact assesment about this because it's clearly win-win! We'd keep the physical wills of Famous People™ though because Famous People™ actually matter, unlike you plebs. We don't think there are any equalities implications about this, either! Also the only examples of Famous People™ we can think of are all white and rich, only one is a woman and she got famous because of the guy she married. Kisses!"
Yes, this is the same Government that's like "Oh no removing a statue of slave trader is erasing history :(" You have, however, until 23 February 2024 to politely inquire of them what the fuck they are smoking. And they will have to publish a summary of the responses they receive. And it will look kind of bad if the feedback is well-argued, informative and overwhelmingly negative and they go ahead and do it anyway. I currently edit documents including responses to consultations like (but significantly less insane) than this one. Responses do actually matter. I would particularly encourage British people/people based in the UK to do this, but as far as I can see it doesn't say you have to be either. If you are, say, a historian or an archivist, or someone who specialises in digital data do say so and draw on your expertise in your answers. This isn't a question of filling out a form. You have to manually compose an email answering the 12 questions in the consultation paper at the link above. I'll put my own answers under the fold. Note -- I never know if I'm being too rude in these sorts of things. You probably shouldn't be ruder than I have been.
Please do not copy and paste any of this: that would defeat the purpose. This isn't a petition, they need to see a range of individual responses. But it may give you a jumping-off point.
Question 1: Should the current law providing for the inspection of wills be preserved?
Yes. Our ability to understand our shared past is a fundamental aspect of our heritage. It is not possible for any authority to know in advance what future insights they are supporting or impeding by their treatment of material evidence. Safeguarding the historical record for future generations should be considered an extremely important duty.
Question 2: Are there any reforms you would suggest to the current law enabling wills to be inspected?
No.
Question 3: Are there any reasons why the High Court should store original paper will documents on a permanent basis, as opposed to just retaining a digitised copy of that material?
Yes. I am amazed that the recent cyber attack on the British Library, which has effectively paralysed it completely, not been sufficient to answer this question for you. I also refer you to the fate of the Domesday Project. Digital storage is useful and can help more people access information; however, it is also inherently fragile. Malice, accident, or eventual inevitable obsolescence not merely might occur, but absolutely should be expected. It is ludicrously naive and reflects a truly unpardonable ignorance to assume that information preserved only in digital form is somehow inviolable and safe, or that a physical document once digitised, never need be digitised again..At absolute minimum, it should be understood as certain that at least some of any digital-only archive will eventually be permanently lost. It is not remotely implausible that all of it would be. Preserving the physical documents provides a crucial failsafe. It also allows any errors in reproduction -- also inevitable-- to be, eventually, seen and corrected. Note that maintaining, upgrading and replacing digital infrastructure is not free, easy or reliable. Over the long term, risks to the data concerned can only accumulate.
"Unlike the methods for preserving analog documents that have been honed over millennia, there is no deep precedence to look to regarding the management of digital records. As such, the processing, long-term storage, and distribution potential of archival digital data are highly unresolved issues. [..] the more digital data is migrated, translated, and re-compressed into new formats, the more room there is for information to be lost, be it at the microbit-level of preservation. Any failure to contend with the instability of digital storage mediums, hardware obsolescence, and software obsolescence thus meets a terminal end—the definitive loss of information. The common belief that digital data is safe so long as it is backed up according to the 3-2-1 rule (3 copies on 2 different formats with 1 copy saved off site) belies the fact that it is fundamentally unclear how long digital information can or will remain intact. What is certain is that its unique vulnerabilities do become more pertinent with age." -- James Boyda, On Loss in the 21st Century: Digital Decay and the Archive, Introduction.
Question 4: Do you agree that after a certain time original paper documents (from 1858 onwards) may be destroyed (other than for famous individuals)? Are there any alternatives, involving the public or private sector, you can suggest to their being destroyed?
Absolutely not. And I would have hoped we were past the "great man" theory of history. Firstly, you do not know which figures will still be considered "famous" in the future and which currently obscure individuals may deserve and eventually receive greater attention. I note that of the three figures you mention here as notable enough to have their wills preserved, all are white, the majority are male (the one woman having achieved fame through marriage) and all were wealthy at the time of their death. Any such approach will certainly cull evidence of the lives of women, people of colour and the poor from the historical record, and send a clear message about whose lives you consider worth remembering.
Secondly, the famous and successsful are only a small part of our history. Understanding the realities that shaped our past and continue to mould our present requires evidence of the lives of so-called "ordinary people"!
Did you even speak to any historians before coming up with this idea?
Entrusting the documents to the private sector would be similarly disastrous. What happens when a private company goes bust or decides that preserving this material is no longer profitable? What reasonable person, confronted with our crumbling privatised water infrastructure, would willingly consign any part of our heritage to a similar fate?
Question 5: Do you agree that there is equivalence between paper and digital copies of wills so that the ECA 2000 can be used?
No. And it raises serious questions about the skill and knowledge base within HMCTS and the government that the very basic concepts of data loss and the digital dark age appear to be unknown to you. I also refer you to the Domesday Project.
Question 6: Are there any other matters directly related to the retention of digital or paper wills that are not covered by the proposed exercise of the powers in the ECA 2000 that you consider are necessary?
Destroying the physical documents will always be an unforgivable dereliction of legal and moral duty.
Question 7: If the Government pursues preserving permanently only a digital copy of a will document, should it seek to reform the primary legislation by introducing a Bill or do so under the ECA 2000?
Destroying the physical documents will always be an unforgivable dereliction of legal and moral duty.
Question 8: If the Government moves to digital only copies of original will documents, what do you think the retention period for the original paper wills should be? Please give reasons and state what you believe the minimum retention period should be and whether you consider the Government’s suggestion of 25 years to be reasonable.
There is no good version of this plan. The physical documents should be preserved.
Question 9: Do you agree with the principle that wills of famous people should be preserved in the original paper form for historic interest?
This question betrays deep ignorance of what "historic interest" actually is. The study of history is not simply glorified celebrity gossip. If anything, the physical wills of currently famous people could be considered more expendable as it is likely that their contents are so widely diffused as to be relatively "safe", whereas the wills of so-called "ordinary people" will, especially in aggregate, provide insights that have not yet been explored.
Question 10: Do you have any initial suggestions on the criteria which should be adopted for identifying famous/historic figures whose original paper will document should be preserved permanently?
Abandon this entire lamentable plan. As previously discussed, you do not and cannot know who will be considered "famous" in the future, and fame is a profoundly flawed criterion of historical significance.
Question 11: Do you agree that the Probate Registries should only permanently retain wills and codicils from the documents submitted in support of a probate application? Please explain, if setting out the case for retention of any other documents.
No, all the documents should be preserved indefinitely.
Question 12: Do you agree that we have correctly identified the range and extent of the equalities impacts under each of these proposals set out in this consultation? Please give reasons and supply evidence of further equalities impacts as appropriate.
No. You appear to have neglected equalities impacts entirely. As discussed, in your drive to prioritise "famous people", your plan will certainly prioritise the white, wealthy and mostly the male, as your "Charles Dickens, Charles Darwin and Princess Diana" examples amply indicate. This plan will create a two-tier system where evidence of the lives of the privileged is carefully preserved while information regarding people of colour, women, the working class and other disadvantaged groups is disproportionately abandoned to digital decay and eventual loss. Current and future historians from, or specialising in the history of minority groups will be especially impoverished by this.
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I need you guys to know that what's super funny to me is that as someone who has taken security training on private and secure data what you're SUPPOSED to do when someone sends you private data by accident is delete it and you're supposed to cycle your private keys and passwords on a regular basis so Dedra getting data she's not supposed to see and being like 'oh HELL yes' and saving it out while Lonni is sitting here on her email password/SSH key he stole a fucking year ago and has been reading everything the WHOLE TIME is so real and relateable and just. Like. Everything about how the Death Star gets leaked is based on ACTUAL infosec problems and stuff you're trained to NOT do because THIS is what happens.
'I've had her credentials for a year'
I howled.
#andor#andor spoilers#star wars#andor season 2#spoilers#dedra meero#lonni jung#lonni you're an unsung hero#a king of data breaching#let's give it up for the goat#him and K2 tbh#k2: well obeying orders seems to be fine also they're in trouble
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academic rival!satoru who starts pulling all-nighters and obsessively rewriting his notes not just to beat you—but to catch your attention. he tells himself it’s strategy, war, rival stuff. but deep down, he’s hoping you’ll finally look at him. not glare. look. and when you do—when your gaze sharpens like a blade and you hiss, “how the hell did you score higher than me?”—his heart flutters like it's prom night, like you proposed marriage with your rage. he circles the date on his planner. he writes a haiku about it in his margin. “her eyes could kill me / but in that moment, i’d die / a scholar in love.” he considers submitting it to the campus poetry zine. he doesn’t. but he thinks about it. constantly.
he didn’t mean to start this rivalry, but he absolutely doubled down on it once he realized you were finally taking him seriously. the first time you muttered “smug bastard” under your breath in class, he swore he saw the face of god and got addicted to the sound of your frustration. he spiraled that night. rewrote his planner in pen. made a color-coded timeline of “her fury levels vs my grades.” it’s posted on his wall like an artifact. so now he’s trying harder. not just studying. overstudying. outscoring you on every test, quiz, class poll, kahoot game, group project ranking, and even the stupid little brain break games professors throw in. he shows up with research articles printed and annotated just so he can leave them on your desk, post-it commentary signed with a heart. he calls it “scholarly banter.” his friends call it “a cry for help.”
everything he does is soaked in neon desperation and pastel affection. he's convinced every time your voice raises in exasperation, it’s basically flirting. he calls it “intellectual foreplay.” his friends call it “delusion with extra steps.” you once slammed your textbook shut mid-discussion and muttered something about transferring schools just to escape him. he marked that moment in his journal as “peak chemistry.”
he still steals your pens, but now he leaves behind new ones. personalized. glittery. cursed with horrible puns. your name spelled out in cursive on the cap. once he got one custom-made with your initials and a tiny heart, and when you used it during a test, he almost fainted. he says it's to maintain “balance in the rivalry.” really, he just wants to see you roll your eyes, maybe sigh in that way that means you’re exasperated but not homicidal. progress. baby steps. thesis-worthy milestones. he once emailed the campus stationery supplier to ask if they could make pens that smell like your favorite shampoo. they said no. he cried a little.
his google drive has twelve folders named after you: “rival data,” “her essays (aka masterpieces),” “evidence she’s smarter than me but i’m hotter probably,” and “her favorite snacks ranked by study mood.” he makes spreadsheets comparing your academic scores. one chart tracks your moods based on how many hours you spent in the library, cross-referenced with your spotify activity. it’s color-coded. he thinks it’s romantic. it looks like a CIA threat report. he once gave a presentation with you as a case study on academic excellence. you weren't in the class. he did it anyway. he said it was “practice for when we’re co-professors someday.”
you treat him like a nuisance. a threat. a very loud, very cerulean-eyed glitch in your academic routine. you work harder just to obliterate his smirk. you glare when he gets the top score, mutter insults when he raises his hand, scoff when he compliments your writing. he thinks it’s all part of the enemies-to-lovers pipeline. it is not. you hate him. you're convinced he's mocking you. and he’s too stupidly in love to realize his plan is imploding like a dying star. he writes motivational quotes on his mirror. they’re all just things you’ve yelled at him.
he thinks it’s banter. you think it’s war. he flirts through footnotes, you throw sharpened stares. he doodles hearts on your thesis draft, you circle them in red and write “grow up.” he writes fake references in his essays like “her eyes, personal observation, 2025” and wonders why you haven’t confessed yet. he once tried to footnote your handwriting as a primary source of inspiration. you reported it as academic misconduct. he thanked you for noticing. he still has the warning email. printed. framed.
he believes in your intellectual excellence like it’s gospel. once said, “she’s a walking academic citation,” and got choked up about it. when you won the department award, he clapped so hard he got a bruise. told everyone later he was clapping for the future mother of his academic children. you told him to shut up. he saved the moment anyway. printed the photo. it’s in his wallet. laminated. waterproof. just in case.
his grades are rising but his romantic odds are tanking. he’s winning tests and losing dignity. one time he scored 100%, looked at you for validation, and you said, “congrats, nerd.” he wrote a poem about it. it rhymed. poorly. he performed it at the campus open mic. people clapped. you left halfway through. he said it was symbolic. a metaphor for your metaphorical emotional walls. he made a mood board. labeled it “the walls she built, the man i became.”
to him, you're the rival-slash-muse of his dreams. to you, he’s that annoying guy who somehow has your cat doodle as his lock screen. how? why? you don’t know. you don’t want to know. he says it “inspires him to rise above academic mediocrity.” you tell him to get therapy. he writes that down. “note to self: look into couples therapy.” you threaten violence. he updates his will. adds a note: “to be read by her, preferably with tears in her eyes.”
he's convinced you're in the slow burn arc. you're convinced he’s an incurable idiot. he messages you late at night with things like, “what’s your stance on fate?” or “if we wrote a thesis together, what would the topic be?” you leave him on read. he screenshots it and stares for hours. once he printed out a message you sent—“we’re not friends”—and taped it above his desk like motivational hate mail. then made it his lock screen for a week.
of course you and him aren’t friends. don’t be ridiculous. you’re soulmates, silly. academic rivals to twin flames. enemies-to-lovers speedrun. he’s delusional, yes, but passionately.
his delusions are so loud they echo in the lecture hall. he sees you win a class debate and writes a 2,000-word reflection on intellectual passion. titles it “she spoke, and the earth wept.” submits it anonymously to the school literary mag. signs it with your initials and hopes you’ll take the hint. you do. you write a rebuttal titled “the earth weeps because you talk too much.” he hangs it next to his bed. says it’s proof of your connection. invites people over just to show them.
you once muttered, “you’re a walking distraction,” and he whispered “she noticed me” before fainting dramatically onto his desk. his friend had to fan him with a syllabus. he calls that day “the awakening.” he includes it on his personal timeline of academic enlightenment. writes a song. badly. uploads it to soundcloud under the name “midterm romeo.” it has 101 plays. 99 of them are him.
the only reason he joined the academic decathlon was because you signed up. when asked his motivation, he said “to defeat my nemesis and earn her begrudging respect.” you stared at him. he winked. you nearly punched him. he said, "was that a spark?" and held an ice pack to his cheek with a lovesick smile. wrote a limerick about it. no one laughed but him. he printed it on a mug.
he's tried subtle confessions, like changing his discord status to “she's my thesis.” no one knew who “she” was. except everyone did. the group chat roasted him for six hours. he left and rejoined under a new name: “GPA 4 HER.” it got worse. made a spotify playlist named: “studying her like a sacred text.” you blocked him on everything but email. he started ending all peer reviews with “ps: hi.”
at some point, your mutual friends start noticing. they ask if you two are dating. you respond with horror. he responds with “not yet.” you threaten violence. he updates his will again. adds a footnote: “if she cries at my funeral, i win.” writes a powerpoint: “our enemies-to-lovers arc: a predictive analysis.” presents it to himself in his dorm at 2am. cries. adds transitions. makes a playlist.
you don’t know he wrote you into his valedictorian speech. he calls you “his greatest academic challenge and muse.” he practices it at night, staring at the mirror, pretending you're there in the crowd, not fuming—but finally, finally smiling at him. he’s rehearsed your nonexistent wedding vows more than his intro paragraph. sometimes he grades fake exams you never wrote and gives you 100 just to feel something. he once drafted a fictional university recommendation letter for you just to imagine what it’d be like to praise you publicly without you throwing a pen at his head.
and maybe, if he’s lucky, when the final grades are out and you tie for first place, you’ll look at him again. not with fury. not with confusion. but with something soft. maybe interest. maybe curiosity. maybe the beginning of something stupid. something sweet. something research paper-worthy.
strictly academic, of course. unless... extra credit?
#gojo satoru#gojo fluff#gojo crack#gojo x reader fluff#gojo x reader crack#gojo satoru x reader#satoru gojo x reader#gojo satoru x you#satoru gojo x you#gojo satoru x y/n#satoru gojo x y/n#jjk x reader#jjk fluff#jjk crack
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The moment when their worlds collide, world peace will finally be restored.
#ro ramdin#mogul mail#ludwig#youtube commentary#theyre both so based and brutally honest in their own way#And take the typical brainless yt commentary formats and make it a think piece that leaves the viewer something to think about later#Ro does it with long extended metaphors snappy editing and what seems to be snapshots of her mind full of raw emotion#You can help but feel uncomfortable at how she displays facts and reality without an idealistic filter#While Ludwig prepares a list of tabs to present without a script hits the record button and dies it all in one take#And even though his videos may be more “comfortable” to sit through#He does not shy away from the hard hitting reality of situations#Like in the threads vid where he couldn’t willingly promote the twitter alternative when facebook has been known to scrape user data etc.#Both know the YouTube space so well and want their viewers to be aware of it too#Both have express their displeasure and discomfort around parasocial relationships and their role as “commentary youtubers”#How what they say can and will be believed by thousands and the pressures that power holds#Ro and Lud are the only youtubers I’ve seen at least to fully disclose their patreon earnings and twitch contract without ill will#Like that’s strange#Also they’re both funny as fuck#Very important note yes right that down#I just want to listen to them have a conversation#Or at least make a vague reference to each other it’s all I ask#I know this post’s audience is niche (only me) but it had to be said
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I’m half asleep so have a half baked idea that’s keeping me awake
The one where Dick and Bruce troll everyone
Set during season one of young justice. Dick is just an overall menace who loves to make everyone question everything they know. His favorite topic to cause mass confusion amongst unknowing Justice league members and every member of the young Justice team? His relationship with Batman
There are days where he insinuates Batman kidnapped him off the streets of Gotham.
“He saved me from Killer Croc eating me like a chicken wing.”
“I was supposed to go with the nice CPS lady but then Batman showed up and shoved me in the Batmobile and now I’m here!”
“I was walking home from school one day and he snatched me out of the shadows (he was hiding behind a dumpster).”
Sometimes they act like brothers who can’t stand each other half the time
“You’re such a buttmunch I hate you!” “Literally all I’m asking you to do is shower after training before you come home. You stink, Robin. You’re smelly.” “You’re smelly! Did the bats crap on your cowl before you came here?” Batman’s sigh is long, drawn out, and dramatic. He turns on his heel. Robin sticks his tongue out at him.
“Hey if I get this training sim completed at 100% will you get me Batburger on the way home?” “Fine. Don’t tell Agent A.” “Only if you also promise to get me a milkshake.” “Fine.”
“Yes.” “No.” “Yes!” “No!” “YES!” “NO!” This goes on for three full minutes. They’ve forgotten what they were arguing about. They’re not sure who wins.
Sometimes Batman is such a dad it feels like they’re not supposed to be watching even though it’s in the middle of Mount Justice where anyone can see.
After a particularly tiring mission and the subsequent debrief, Robin leans against Batman and definitely doesn’t close his eyes. He’s just resting them. It’s a slow blink, nothing more. Batman has a hand very softly carding through Robin’s hair, and he’s basically carrying him to the zeta tubes a couple minutes later to go back to the batcave.
Sometimes there’s a new video game out or something that Robin really wants, and he’ll whine and hang off Batman’s arm until he weasels Batman into buying it for him. He has to pinky promise. No take-backsies
They’ve absolutely heard Batman call Robin “chum” in a soft, proud voice that sounds nothing like the big bad Bat they all know.
Sometimes he just says wild shit to send them way off base:
“I dunno Conner, maybe you’re not the only clone around here.”
“He made me by mixing his own DNA with an actual bat, that’s why I’m so acroBATic. Haha, get it? Acro-BAT?”
“He stole me from the circus.”
“He’s actually a cryptid. He asked lady Gotham for light and hope and she gave him me!” “Does that make you a cryptid too?” “I dunno, maybe!”
“I’m his love child with justice.”
He’s only said the circus one exactly once because Bruce told him off for it being too close to the truth, but they did both get a laugh out of everyone’s reactions.
And then one day someone just straight up asks Robin, in front of Batman, if they’re related. And Robin blinks once, twice.
“He’s my roommate.”
It’s said so matter of fact, Robin just shrugs, and goes about whatever he was doing. Batman grunts in a confirmation sort of way, busy looking at a data pad.
Artemis, standing a little ways away behind Conner (who the rest of the team elected to go ask the question), shoves her face in a couch pillow and lets out a muffled scream. M’gann and Conner are confused. Wally is laughing. Kaldur tries to remember different surface customs in when children move out and get roommates.
“Wait but so how old is Batman then?” Wally’s question makes them all now wonder if Batman is even that much older than all of them.
In the other room, away from curious, prying eyes, Dick is smothering a giggle behind a gloved hand and shoving his face in Bruce’s shoulder. Bruce lets his lips quirk up just a little.
#dick grayson#bruce wayne#robin#batman#young justice#for the sake of this AU let’s say Wally doesn’t know Robin’s secret ID yet#that or he’s in on the joke. but personally I think it’s funny if no one knows#dick and Bruce’s actual relationship is like a cross between teen dad and son & brothers with a very big age gap
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Radio Silence | Chapter Three
Lando Norris x Amelia Brown (OFC)
Series Masterlist
Summary — Order is everything. Her habits aren't quirks, they're survival techniques. And only three people in the world have permission to touch her: Mom, Dad, Fernando.
Then Lando Norris happens.
One moment. One line crossed. No going back.
Warnings — Autistic!OFC, pushy reporters, Carlos Sainz Sr is a little bit of a villain in this chapter (sry).
Notes — I feel like so much happens in this chapter and I love it. Also: tysm for 500 followers!!🧡
Want to be added to the taglist? Let me know! - Peacn x
2019
She hadn’t planned to cross through the garages; it just happened. Amelia was following a technician back from a briefing when she lost track of the conversation and the path, her thoughts spiralling through gearbox data and tyre deltas.
That’s when she heard it. Her name. Loud. Sharp.
“Miss Brown.”
She stopped. Pivoted.
Carlos Sainz Sr. stood a few feet away, hands behind his back.
He wasn’t smiling.
“You are the daughter of our team’s CEO, yes?” he asked.
Amelia nodded. “Yes.”
“You spend a lot of time in the garages,” he said. “Too much, I think.”
She frowned at him. “I— I help.” She told him.
“Right,” he said, and his face did a strange twist. “But with Carlos, my son, it is important he has focus. Space.”
She stared at him, unsure what he was trying to imply. “Carlos told me that I was allowed in his garage as often as I like.”
“He would,” Sainz Sr. said. “He is polite. A respectful boy. But it is not always good to blur lines between personal and professional.” He paused. “It could cause problems.”
Amelia stood perfectly still.
“I’m not causing problems,” she said, a bit too flatly.
Sainz Sr. regarded her a moment longer, then gave a short nod. “Good. I hope it remains that way. Distance, por favor.”
He turned and walked off, leaving her standing in the middle of the paddock walkway, her yellow water bottle pressed tightly to the base of her stomach.
She didn’t move for a long moment.
Her chest felt tight, but not like sadness; not exactly. It was the feeling of a… system error. A mismatch. She couldn’t understand what she’d possibly done wrong.
Carlos hadn’t seemed uncomfortable with her presence. He asked her thoughts on setup changes. Let her hover near the monitors during debriefs. He’d even nudged her elbow pre-quali and whispered, “Wish me luck.”
That didn’t feel like someone who did not want her around.
Swiftly, she made her way back to Lando’s garage. Slow and quiet, avoiding eye contact. Lando waved at her from where he was talking to Jon, but she didn’t wave back. Just sat down beside a stack of unused tyre blankets and stared at the concrete floor.
Her fingers fidgeted, tugged at her sleeves. She didn’t cry. She didn’t really feel anything, other than... a disorienting sense of being wrong.
She thought of the conversation on loop. Trying to decode it. Trying to figure out how she’d accidentally made an enemy out of Carlos Sainz Sr.
She couldn’t focus. Not on the setup sheets. Not on the chatter from the engineers. Not even on the low buzz of the paddock outside.
She started working hard to anchor herself to something familiar. The smell of tyre rubber. The click of Lando’s cooling fan. The buzz of telemetry feeds looping on a nearby monitor. Safe things.
“You hiding, or working?” came Will Joseph’s voice, low and even.
She glanced up. Lando’s race engineer stood a few feet away, clipboard in hand.
“Hiding,” she told him. That’s what it felt like she was doing, anyway.
Will nodded. Then he crouched down in front of her, elbows on his knees. “Wanna talk about it?”
Amelia tugged the sleeves of her hoodie over her hands. She hesitated. “I don’t think I did anything wrong. But… I think I have made somebody angry.”
His jaw jumped. “Yeah? Someone in the team?”
She gave a small nod.
Will glanced sideways. His voice stayed calm, but there was a weird tightness when he said, “If you want me to talk to them, I will.”
Amelia frowned. “It’s okay. I don’t want to… make it worse.”
“You sure?” He asked.
She looked away. “Yes.” She said, eventually.
He paused, then stood, still watching her. “Okay. But if you change your mind… you know where I am.”
She nodded. Will turned as if to go, but then glanced back at her again.
“You want to look over brake traces with me?” he asked.
She stood slowly, gripping her yellow water bottle. “Yes.”
Will gave a small smile. “Knew you would.”
--
It was Sunday, and her garage smelled like grease and old metal and comfort.
Amelia was elbow-deep in the engine bay of her BMW, sleeves rolled up and a thin streak of oil smudged across her cheek. Jazz played softly from the old radio by the workbench, and a fan hummed lazily in the corner, stirring the warm spring air. She was in her zone — focused, grounded, calm.
She didn’t hear the car pull up. But she did hear the familiar sound of her father’s golf shoes on the concrete.
She turned just in time to see them step inside.
Her dad was in his usual race-less Sunday outfit, white sleeves shoved to the elbows, cap pushed back on his head. Beside him, Lando Norris stood in golf clothes; white polo, khaki trousers, hair a little messy. He looked slightly sunburned.
“Thought we’d swing by for dinner,” her dad told her, a big smile on his face. “We got finished up early today.”
Lando lifted a hand and waved at her. “Hey.”
Amelia stared at him. “You’re wearing real shoes,” she said.
Lando glanced down at his golf trainers. “Yeah. I know. Weird, right?”
Her dad ignored both of them, already wandering over to inspect the engine. “You’ve done the belts,” he noted.
“I did the belts yesterday,” Amelia told him, still staring at Lando.
Having him here felt… odd. This was her space, her house, her garage. The place where everything made sense, where she could retreat from the world and lose herself in the rhythm of machinery.
Then again, she considered, she was always in his garage. This was just the other way around, really.
Lando shoved his hands in his pockets and rocked back on his heels. “Your dad said dinner was happening. I didn’t really get a say.”
She shrugged. “You could’ve said no.”
“I could’ve,” Lando agreed. He was smiling at her. “But then I wouldn’t get free food. And apparently your mum’s making roast potatoes.”
“She puts garlic in them,” Amelia told him. She turned back to watch her dad, making sure he wasn’t touching anything. Or worse, moving anything.
“She sounds like a genius.” Lando said behind her.
Her dad pushed the hood higher, eyes inspecting the wiring, and let out a low hum of approval. “Right. Dinner in twenty,” he said, glancing at both of them, but there was a slight hesitation in his voice. “Lando, you coming inside?”
Lando wiped his hands on his trousers, then glanced back at Amelia, clearly unsure. “Might stay out here for a bit,” he said with a slight shrug.
He paused, eyes flicking between them. He seemed to weigh the situation for a second before speaking again, more slowly this time. “That okay with you, Amelia?”
She looked over at him. Shrugged. “Fine.”
Her dad nodded and gave them both one last look before walking out of the garage and toward the house. He started whistling somewhere along the way. Amelia grimaced, shoulders inching toward her ears.
There was a beat of silence. Amelia crouched beside the car, fingers working a stubborn bolt. Lando just hovered.
“This place is sick.” He said, eventually.
She looked at him and then around the absolute chaos that was her workspace. “It’s a mess,” she said.
“Yeah, but like… a cool mess. Suits you.” He shrugged.
She made a face, nose scrunching, eyebrows lowering. “I don’t know what that’s supposed to mean.”
“It’s a compliment.” He said. “Like… you fit in here.”
Oh. Well. That was nice of him to say. Fitting in wasn’t something she usual excelled at.
The bolt finally gave way with a soft click, and she exhaled, satisfied.
Lando took a step closer, leaning in to peek at the engine. “So what are you working on now?”
She handed him the bolt without thinking. He closed his fist around it. “Timing chain.”
“Oh. Sick.”
“You keep saying that word.” She told him.
“I’ve got a limited vocabulary,” he said with a half-smile, sliding the bolt into his pocket. She narrowed her eyes. “Mine now. Finders keepers.”
“I hate that saying.” She muttered, not asking for the bolt back. She didn’t need it. Maybe he did. “Do you like chicken?” she asked abruptly.
“Sure.” He nodded.
“Good.” She sighed. “It’s all my mom knows how to cook.”
“Mom,” he repeated, mimicking her accent.
She frowned. “You’re quite annoying.”
He grinned, the lines next to his eyes deepening. “I know. Want me to get you a drink or something?”
Her gaze flicked to her yellow water bottle, standing out like a warning sign against the cold steel of the garage. Then to him. Her mind caught on the image of him picking it up, his hand unscrewing the lid, closing it again. It wasn’t even anything weird. Just… she didn’t like it. Not today.
Her stomach did a small, unwelcome swoop.
“No,” she said, sharp. “I’m fine.”
“Okay,” he replied simply.
She squinted at him. This would be the perfect moment to bring up his social media. She had a whole list saved in her notes app; bullet points and everything. Of things he could post that would improve long-term brand perception, boost fan engagement, attract sponsor interest. She’d even colour-coded it.
But then he leaned a little closer to the engine bay, poked a stray wire with the back of his finger, and asked, “What does that do?”
And instead of launching into a Twitter audit, she blinked. Then sighed. Then said, “That’s not a wire. It’s the gas belt.”
He just looked at her. “That sounds made up.”
“It isn’t.” She crouched beside him and pointed. “It’s part of the pressure regulation loop. If it’s too tight, the fuel intake timing offsets and we lose energy recovery.”
“Oh,” he said, looking down at it. “I thought it was just a spare wire.”
“It’s never just a spare wire.”
She didn’t plan to spend an hour explaining the entire energy recovery system to a man who literally drove race cars for a living. But she did. And he listened. Asked questions. Didn’t pretend to know more than he did.
Dinner came and went. Her mom popped her head in, said she’d keep their plates warm. Amelia didn’t even realise how long they’d been in the garage until her dad came to check if they were still alive.
“What’ve you two been up to?” He asked.
And Lando, still squatting beside the car with grease on his knuckles, said, “She taught me how a gas belt works.”
Amelia felt her lips twist into a smile before she could stop it.
Her dad laughed, loud and full of something Amelia couldn’t place.
Lando’s cheeks went a bit pink.
—
By the time the Spanish Grand Prix rolled around, one thing had become evident.
The Renault engine was going to be a problem.
It wasn’t just an occasional glitch or a minor calibration error — it was systemic. Structural. A pattern beginning to take shape. Carlos had already been forced to retire from the first two races. Lando hadn’t made it past lap twenty in China. And now, in Spain, he was pulling into the garage mid-race with smoke curling out from the rear.
Amelia didn’t say anything. She didn’t need to. The telemetry screens told her more than enough — voltage spikes, temperature climbs, the dreaded red-highlighted warnings blinking across the console in angry bursts.
She watched from her usual spot, perched on the edge of the engineering desk with her notebook balanced on her knee. The frustration in the air was sticky.
This was becoming predictable. Usually, she would like that — this was not one of those times.
After the race, she found herself lingering in the quiet corner of the garage, sketching out hypothetical flow improvements in the margins of her notebook. She didn’t work on the engines — not directly, not yet. But she could see the shape of the problem, the flaw in the systems approach. She could feel it humming under her fingertips like a code waiting to be cracked.
Across the paddock, celebrations echoed from the teams that had made it to the finish. The podium champagne had already been popped. But in Lando’s garage, it felt like they were all waiting out a storm that they already knew was coming.
She pressed her pen to the page and underlined a note she’d written hours ago, before the race had even started.
"Energy efficiency doesn’t matter if the engine won’t survive the lap."
She sighed and capped her pen. In the background, someone was wheeling the scorched power unit away for inspection.
Maybe she should’ve warned them louder.
—
She found him in his driver’s room, slouched in a chair with his legs stretched out in front of him. His helmet was discarded on the floor, and he was still in his fireproof suit, half-zipped. Amelia hesitated outside the door for a second, wondering if she should just leave him alone. But Lando had left his water bottle in the garage, and Amelia wasn’t the best at letting things slide. She wasn’t sure why it felt important to bring it to him, but it did.
She knocked softly on the already-open door before walking in. Lando didn’t even look up. He was just staring at the wall.
“I brought your water,” Amelia told him.
He looked up at her then. “Thanks,” he muttered as he reached for the bottle, shoving the straw into his mouth and taking a long gulp. “Second DNF in five races,” he said, his voice rough. “Rookie season, and this is what I get.”
After a second of hesitation, Amelia sat on the beanbag chair across from him, folding her hands neatly in her lap. She didn't say anything at first — just looked at him. She wasn’t sure how this worked, whether she needed to talk first or wait for him.
Eventually, Lando exhaled through his nose and kept going, his words starting to pick up speed. “I don’t even know what went wrong this time. One minute, I’m fighting for position, and then it just… dies. The engine. The whole thing. It’s like I’m cursed, or something.”
“Curses aren’t real,” Amelia said, frowning. “Drink more water. I think you might be dehydrated.”
He laughed, but it was short, and it didn’t feel genuine. “Yeah, well. Maybe I deserve to be dehydrated.”
“That doesn’t make sense,” she sighed, reaching up to itch her neck. She was pretty sure that she’d started to develop a stress rash somewhere around the tenth lap.
“I know it doesn’t,” he muttered, rubbing his hand over his face. “I just… I keep replaying it. I did everything right. I kept the pace, I managed the tyres, I even—” He stopped himself, jaw tight. “I’m trying so hard. Every week. And it still ends the same way.”
Amelia tilted her head. “Trying hard doesn’t guarantee results. Statistically, a mechanical failure is not a reflection of your driving ability.”
“Yeah, but people don’t see it like that, do they? Sponsors don’t see it like that. Fans don’t see it like that. They see a DNF next to my name and think “Ah, that lad’s shit. Couldn’t even finish the race.”
“They’re wrong,” she said, voice steady. “You can’t control the engine.”
He looked at her, like he was searching for something on her face. “That’s not really comforting, you know.”
“I’m not trying to be comforting,” she shrugged. “I’m telling you the truth.”
A beat passed. Then he let out a breath and leaned his head back against the wall, his shoulders finally sagging a little. “Still… it sucks.”
She watched him for a moment, then reached into her pocket and pulled out a folded piece of paper. “I made a chart,” she told him. “About Renault’s historical DNF rates. You’re not even in the worst percentile.”
He blinked at her, and for the first time that day, a small smile tugged at the corner of his mouth. “You made a chart?”
“I like charts,” she said. “They help me make sense of things. Maybe they’ll be able to help you too. I colour coded.”
Lando unfolded the paper and scanned it, a soft breath of laughter escaping him. “You’re actually unbelievable.”
Amelia blinked. “In what way?”
He didn’t answer that, just kept smiling at the paper like it had done something remarkable. Which it hadn’t. It was a simple data set, neatly formatted, with pink for DNF, green for points finishes, and orange for races affected by mechanical issues but still completed. She had used bold font for his name and added a tiny asterisk explaining why none of it was technically his fault.
“You should remember that every time your engine has survived, you have finished in the points,” she said, because facts were important when emotions got loud. “And the season’s not over yet.”
Lando looked up at her. “Thanks, Amelia.”
His voice was quiet, yes, but there was something else layered in the tone, something that made her chest feel tight in a way she couldn’t immediately categorise. She frowned, not at him, but at the sensation itself.
There were variables she didn’t have control over. Facial expressions. Tone. Context. She could usually work it out when someone was mad, or distracted, or lying. But fondness… that was harder. It was inconsistent. Often irrational. Frequently confusing.
She pointed at his water bottle because that was easy. “You should still drink the water.”
He smiled again, this time more to himself, and shook his head. Then he picked up the bottle and unscrewed the lid, just like she knew he would.
As he drank, Amelia watched him carefully. Maybe, she thought, tucking her hands back into her lap, she just needed to collect more data in order to be able to fully understand Lando Norris.
—
iMessage — 17:09pm
Max F. Sorry about the shit luck, mate. Engine again?
Lando Norris Yeah. Just shut off mid-corner. Didn’t even get a warning this time. Proper embarrassing.
Max F. Not your fault. That Renault engine’s a grenade with wires.
Lando Norris Yh that’s what Amelia said kinda She made a chart
Max F. A chart?
Lando Norris Yeah. With colours Fucking cute
Max F. Whipped.
Lando Norris
Yh
—
She liked the Mercedes hospitality unit. Neutrally designed, air-conditioned, and smelled faintly of eucalyptus. She liked that a lot.
Amelia walked slowly, phone in hand.
There was no sign of Lewis or Roscoe when she stepped inside, just the low hum of quiet conversations and the click of cutlery. She turned left, toward the usual corner where Roscoe liked to sleep in the sunbeam from the long vertical window.
She didn’t make it that far.
“Amelia.”
She blinked. Then blinked again.
Toto Wolff stood halfway down the hallway. In a dark polo. Arms crossed. He was very tall.
“Hello,” she said. She meant to say it with some level of confidence, but it came out more like a question.
“I was hoping we might speak.” His tone was hard for her to read.
She tilted her head, a slight frown growing on her face. “I’m supposed to go and see Roscoe.”
“He will not mind waiting. I am told he is a very patient dog.” Toto said.
She wasn’t sure what to say to that — Roscoe was not, in any sense of the word, a patient dog. She also didn’t really want to argue with Toto Wolff.
So she just gave a small nod and followed him when he gestured to a nearby side room. It was empty. A single chair. A single table. It felt a bit like an interrogation room.
Toto sat. Amelia did not. She hovered just near the wall and folded her arms tight against her chest.
“I understand,” he began, “that you have declined my offer. The junior engineering placement.”
She nodded. “Yes.”
There was a pause. His brow furrowed, just slightly. “You did not think it was a good opportunity?”
“I thought it was an excellent opportunity,” she said honestly. “But I already have a place at McLaren. The team like having my input.”
“That they do,” he said. He didn’t sound offended. He sounded like he was calibrating. “And Lando?”
She blinked. “What about him?”
“He seems to like having you around especially. I have noticed that you spent your time primarily on his side of the garage.”
She wasn’t sure what that meant, so she didn’t respond. She could feel her fingers starting to curl in against her arms. She tightened her grip to stop it.
Toto exhaled through his nose. “I will not press. I simply wanted to say, the door is still open. Mercedes does not forget talent.”
“I know,” she said. “My dad doesn’t either.”
There was a twitch at the corner of his mouth. Possibly a smile. Possibly a tic.
“I see. Then I will stop trying to, how do you say in English… poach you.”
“That would be good,” she said. “My dad would get mad if he found out.”
Toto raised an eyebrow. “You did not tell him?”
She shook her head. “No. I need to go now. Lewis and Roscoe are waiting.”
“Of course,” Toto said, standing. He offered a handshake, which she pointedly ignored.
She left the room and continued on down the hallway until she found Roscoe, sprawled across the carpet like a throw rug.
She dropped to her knees and scratched behind his ears.
“Hello. I have missed you very much,” she whispered. Roscoe huffed, then rolled over.
Lewis rounded the corner a second later with two smoothies in hand. One was green, and the other was pink. She hoped that the pink one was for her. He glanced over her shoulder, where Toto was walking away, his phone pressed to his ear. “Oh dear. Did you get ambushed?”
“Yes,” she said. “But I escaped.”
—
Two races later, she found herself in Canada.
She was en route to the Red Bull motorhome — they always had the best coffee vendor, and no one ever seemed to mind when she slipped in — when someone stepped into her path.
“Miss Brown? Amelia?”
She blinked. The man was tall, holding a Viaplay mic, all teeth and polished camera charm.
“We’re doing some quick paddock interviews — would you mind answering a couple of questions?”
Amelia hesitated. She wasn’t in team kit. Just a plain black hoodie and her headphones around her neck, though the headphones did have the McLaren logo engraved onto them. She glanced over his shoulder. The cameraman was already adjusting focus.
“I’m not a driver,” she said, pushing the words out through a chest that suddenly felt tight.
He laughed, like she’d made a joke. “No, of course — we know. You’re Lando Norris’, uh, data engineer, right? And Zak Brown’s daughter?”
Her fingers tightened in her sleeves. “I’m only officially one of those things,” she replied. “I am not Lando’s data engineer.”
“Still. Very involved in McLaren. We’d love a few thoughts on the upcoming qualifying session. From your perspective.” He was still smiling.
Amelia’s teeth squeaked with the force that she was grinding them together. Her heart was ticking fast, too fast. She didn’t like being filmed. She didn’t like… whatever this was.
She especially didn’t like when people used polite voices to try and back her into a corner.
“I didn’t say I’d do the interview.” She said, eventually.
“Just one or two—”
“She said no.”
The voice came from behind her. Flat. No hesitation or inflect.
Amelia turned her head. Max Verstappen was standing next to her, hands in his pockets, jaw tight. He wasn’t looking at her — his eyes were locked on the reporter.
“We’re just asking—”
“She doesn’t work for a team. She doesn’t have to answer your questions.”
“Ah, Max, come on, we’re live in—”
Max took one step forward. The cameraman slowly lowered the lens.
“I do not like to repeat myself.” He said. He didn’t sound angry, but there was nothing kind about the way he said it.
The reporter faltered. “Right,” he muttered, stepping back. “We’ll… catch someone else.” They disappeared down the paddock, the cameraman not even bothering to stop the recording properly.
Amelia stared at Max.
He didn’t look at her right away. Just let out a breath through his nose and rubbed the back of his neck. “They should not be bothering you. That was very shit of them.”
“I’m not very interesting,” she told him, her voice barely a mutter as she tried to collect herself. “There’s no point putting me on TV.”
“You’re on TV more than you think,” he said, glancing sideways at her. “Especially when Lando’s around. People are very interested in you both.”
She frowned. “What?”
Max looked at her for a moment, then shook his head. “Nothing. Doesn’t matter.”
It sounded like it might matter, but if he said that it didn’t, then she wasn’t going to bother asking more about it.
Instead, she tilted her head upward in his direction. He was much taller than he looked when he was in his car. “You’re Max Verstappen.”
He squinted a little under the sun. “Yeah. I am.”
“Why did you help me?” She asked.
He shrugged, like it was obvious. “Because I don’t like people getting cornered. And Dutch media are, ah—assholes, sometimes.” Then, his mouth curved slightly, something close to teasing. “And because Lando would kill me if I let someone mess with you.”
She just stared at him.
Her stomach did something strange and fluttery that she didn’t like at all.
Max must’ve caught the look on her face because he looked away immediately, regret passing across his features like a cloud. “Anyway,” he added, tone turning brisk, “don’t let them bother you. You’re not public property.”
“I know that,” she said, a little too fast. “I just… forget sometimes. That I’m allowed to say no.”
He nodded once. “You are.”
Then he gave her a brief, crooked grin. “I’ll see you around, Amelia.”
And with that, he disappeared into the Red Bull motorhome, as though nothing unusual had happened at all.
Amelia stood there for a few seconds, her skin still prickling from the confrontation, her thoughts spinning in all directions. The iced coffee no longer felt essential. She turned sharply on her heel and made her way back toward McLaren.
The motorhome wasn’t quiet, or even particularly peaceful; but it was familiar.
It was safe.
—
Lando’s garage was louder than usual.
Or maybe Amelia just wasn’t settled yet; her ears hadn’t quite adjusted, and everything felt like it was pressing in from too many angles. The buzz of the generators, the thud of tyres being stacked, the distant screech of an engine on an out-lap. None of it was new, but it all felt sharper today. She tugged her sleeves over her wrists and walked the perimeter of the garage, not because she needed to check anything, but just because she needed to walk.
Lando was leaning over the front wing of his car, talking to his race engineer. His voice had the kind of ease that came only after a good FP3. He glanced up when she approached.
“You okay?” he asked, brow ticking up.
She nodded. “Yes.”
He didn’t believe her. She could see it in the way he paused, fully paused, mid-sentence with Will, and turned his body slightly toward her.
“You sure?”
She considered lying. Or deflecting. She was usually very good at both.
Instead, she told him, “I ran into Max.”
Lando blinked. “Verstappen?”
“Yes.”
He looked vaguely alarmed. “Did he—? I mean, are you—what happened?”
Amelia folded her arms across her chest and looked past him, toward the pit lane. “Viaplay tried to interview me. I wasn’t wearing anything official. I said no, but they kept asking questions. Then Max showed up and made them leave.”
“Oh.” Lando’s face shifted, obvious concern first, then something much tighter. “That’s… are you okay?”
“Max said that Dutch media can sometimes be assholes,” she added matter-of-factly. “His words.”
“He’d know that better than any of us.” Lando said.
She looked at his hands, noticing that his veins were very blue. “He also said you would kill him if he let them mess with me.”
Lando coughed, and Will made a choked sound somewhere in the back of his throat.
“Did he?” Lando asked, ears already pink.
She nodded. “Yes.”
Will looked like he was trying not to laugh, which was odd, because she hadn’t heard anyone make a joke. Lando gave a little shrug. Will nudged him with an elbow, and Lando muttered, “Fuck off, mate,” under his breath.
She sighed, looking off toward the data screens. “I didn’t even get my iced coffee.” She mentioned.
Lando leaned a little closer to her. “You want one now? We can go get it together.”
She shook her head. “No. Just… I want to stay here. Until quali starts.”
His smile got softer. “Yeah. Okay. You can do that.”
So she stood there, adjacent to him, not speaking; just listening to the familiar rhythms of the garage. Tyres being moved. Headsets crackling. Mechanics calling out numbers and adjustments.
She watched Lando pick up his gloves and flex his fingers into them, testing the fit. Quiet. Focused.
And then she turned, and for a split second, panicked. Her water bottle had been moved. She looked around quickly, breath hitching.
But Lando cleared his throat and caught her attention. He walked over to the back of the garage and pulled it from underneath the counter. “Put it in the mini fridge,” he told her. “Didn’t want it getting warm.”
She took it from him, stared at it for a long time, and then smiled.
—
iMessage — 5:08pm
Mom Hello, darling! Just checking in. Hope everything went well today x
Amelia Hello, mom. I have a question. How do you know if you have a crush on somebody?
Mom I think this conversation would be much easier on FaceTime. Are you back at the hotel yet?
Amelia No. Lando asked me if I’d like to go get burgers after qualifying and I said yes. Dad was busy so I didn’t tell him. I texted him though.
Mom Is Lando driving you to get burgers?
Amelia Yes. He is a very safe driver in a normal car. He drives exactly at the speed limit. I was a bit worried that he would speed, but he doesn’t :)
Mom That’s very nice, honey x
—
iMessage — 5:12pm
Tracy Brown (Wife) Zak Brown. You have some explaining to do.
Zak Brown (Husband) What’s going on, honey?
Tracy Brown (Wife) You tell me! Your driver has taken our daughter out on a date and you’re none the wiser!
Zak Brown (Husband) What? Which driver?
Tracy Brown (Wife) He is driving her, Zak. To go and get burgers. She texted you.
Zak Brown (Husband) SHE TEXTED ME “ALL GOOD” I THOUGHT THAT MEANT SHE WAS SAFE IN HER HOTEL ROOM UNDER TEN BLANKETS WATCHING A BARBIE MOVIE
Tracy Brown (Wife) Nope. She’s in a car. With LANDO NORRIS. They’re going for a burger date.
Zak Brown (Husband) I’m calling his father. That little shit head.
Tracy Brown (Wife) Don’t be dramatic. They’re just getting food. I think she likes him. It’s cute.
Zak Brown (Husband) Cute? Are you serious? The media are going to be all over this.
Tracy Brown (Wife) Have you seriously not noticed? They’ve been the talk of the paddock for weeks! They’re attached at the hip. I don’t know how we missed this
Zak Brown (Husband) I think I’m having a heart attack And also a stroke.
—
Amelia had already deconstructed her burger; bun on one side, lettuce on the other, everything organised into neat piles. She wasn’t sure if that was weird or not, but Lando hadn’t commented, so she assumed it was fine.
She cleared her throat, tapping her straw against the side of her milkshake. “I’m sorry if I’m in your garage too much.”
Lando blinked at her mid-bite. “What?”
“I just… I know it might be annoying. I don’t want to get in the way. But since I’m not really allowed in Carlos’ anymore—”
“Wait. Hold on.” He put his burger down, brows pulling together. “What do you mean you’re not allowed in Carlos’ garage anymore?”
She picked up a fry, broke it in half, and frowned down at her tray. “Carlos’ dad told me, in China, that I wasn’t welcome in there. So I’ve just been staying in yours.”
There was a long pause. Then, “Fuck that.” Lando said. He was digging his phone out of his pocket.
Amelia blinked at him, taken aback. “What are you doing?”
“I’m texting Carlos.” He stared down at his phone, typing furiously. “That’s absolute bullshit. You’re not just allowed in my garage, Amelia, you’re wanted there. You practically run the place. I mean, I was wondering why you didn’t spend any time in Carlos’ anymore, and he’s been thinking this whole time that he did something wrong.”
She took a deep breath. “I don’t run anything—”
“You do.” He cut her off, still a little frantic. She stared at him. He took a deep breath. “I’m serious, Amelia. Everyone listens to you. Even Will. Which is terrifying.”
She bit her lip, worrying as she glanced at his phone. “It’s okay, though. I like your garage better, anyway.”
Lando smiled at her. “Good. But still. He can’t just get away with that. Carlos appreciated your input — he told me so. And you belong wherever you want to be, yeah?”
Her face felt warm. She reached for another fry, more for something to do with her hands than out of hunger.
“Also,” he added, a little more casually than before — but she didn’t miss the way his jaw was set, or how his voice had tightened just slightly. “Next time someone tells you that you’re not welcome somewhere you want to be… just tell me, alright? I’ll handle it.”
She tilted her head, frowning slightly. “Handle it how?”
“I don’t know,” he said, grabbing another fry. “However I have to.”
—
iMessage — 7:48pm
Lando Norris oye
Carlos Sainz qué pasa
Lando Norris did your dad seriously tell Amelia she wasn’t welcome in your garage?
Carlos Sainz ¿qué? when??
Lando Norris few races ago. bahrain she just told me she thinks you don’t want her around
Carlos Sainz no jodas I never said that I just thought she was busy I will talk to him.
Lando Norris she didn’t wanna say anything
Carlos Sainz
I am glad that she did.
tell her I never said that and that she is welcome any time
Lando Norris yh. already told her but yeah, sort your dad out mate
Carlos Sainz voy a hacerlo ahora mismo this is nonsense
Lando Norris cheers mate
Carlos Sainz de nada are you with her right now?
Lando Norris we’re just getting burgers no biggie
Carlos Sainz Liar.
NEXT CHAPTER
#radio silence#f1 x reader#f1 fic#f1 imagine#f1 fanfic#f1 x ofc#formula one x reader#f1 x female reader#f1 rpf#lando norris fluff#lando norris fanfic#lando norris x reader#lando x y/n#lando fluff#lando x you#lando fanfic#lando x reader#lando imagine#lando norris#carlos sainz#max verstappen x female oc#carlos sainz x reader#f1 grid x reader#lewis hamilton x reader#formula one smut#formula one imagine#formula 1#mclaren#f1 x y/n#f1 x you
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AO3 Ship Stats: Year In Bad Data
You may have seen this AO3 Year In Review.

It hasn’t crossed my tumblr dash but it sure is circulating on twitter with 3.5M views, 10K likes, 17K retweets and counting. Normally this would be great! I love data and charts and comparisons!
Except this data is GARBAGE and belongs in the TRASH.
I first noticed something fishy when I realized that Steve/Bucky – the 5th largest ship on AO3 by total fic count – wasn’t on this Top 100 list anywhere. I know Marvel’s popularity has fallen in recent years, but not that much. Especially considering some of the other ships that made it on the list. You mean to tell me a femslash HP ship (Mary MacDonald/Lily Potter) in which one half of the pairing was so minor I had to look up her name because she was only mentioned once in a single flashback scene beat fandom juggernaut Stucky? I call bullshit.
Now obviously jumping to conclusions based on gut instinct alone is horrible practice... but it is a good place to start. So let’s look at the actual numbers and discover why this entire dataset sits on a throne of lies.
Here are the results of filtering the Steve/Bucky tag for all works created between Jan 1, 2023 and Dec 31, 2023:

Not only would that place Steve/Bucky at #23 on this list, if the other counts are correct (hint: they're not), it’s also well above the 1520-new-work cutoff of the #100 spot. So how the fuck is it not on the list? Let’s check out the author’s FAQ to see if there’s some important factor we’re missing.
The first thing you’ll probably notice in the FAQ is that the data is being scraped from publicly available works. That means anything privated and only accessible to logged-in users isn’t counted. This is Sin #1. Already the data is inaccurate because we’re not actually counting all of the published fics, but the bots needed to do data collection on this scale can't easily scrape privated fics so I kinda get it. We’ll roll with this for now and see if it at least makes the numbers make more sense:

Nope. Logging out only reduced the total by a couple hundred. Even if one were to choose the most restrictive possible definition of "new works" and filter out all crossovers and incomplete fics, Steve/Bucky would still have a yearly total of 2,305. Yet the list claims their total is somewhere below 1,500? What the fuck is going on here?
Let’s look at another ship for comparison. This time one that’s very recent and popular enough to make it on the list so we have an actual reference value for comparison: Nick/Charlie (Heartstopper). According to the list, this ship sits at #34 this year with a total of 2630 new works. But what’s AO3 say?

Off by a hundred or so but the values are much closer at least!
If we dig further into the FAQ though we discover Sin #2 (and the most egregious): the counting method. The yearly fic counts are NOT determined by filtering for a certain time period, they’re determined by simply taking a snapshot of the total number of fics in a ship tag at the end of the year and subtracting the previous end-of-year total. For example, if you check a ship tag on Jan 1, 2023 and it has 10,000 fics and check it again on Jan 1, 2024 and it now has 12,000 fics, the difference (2,000) would be the number of "new works" on this chart.
At first glance this subtraction method might seem like a perfectly valid way to count fics, and it’s certainly the easiest way, but it can and did have major consequences to the point of making the entire dataset functionally meaningless. Why? If any older works are deleted or privated, every single one of those will be subtracted from the current year fic count. And to make the problem even worse, beginning at the end of last year there was a big scare about AI scraping fics from AO3, which caused hundreds, if not thousands, of users to lock down their fics or delete them.
The magnitude of this fuck up may not be immediately obvious so let’s look at an example to see how this works in practice.
Say we have two ships. Ship A is more than a decade old with a large fanbase. Ship B is only a couple years old but gaining traction. On Jan 1, 2023, Ship A had a catalog of 50,000 fics and ship B had 5,000. Both ships have 3,000 new works published in 2023. However, 4% of the older works in each fandom were either privated or deleted during that same time (this percentage is was just chosen to make the math easy but it’s close to reality).
Ship A: 50,000 x 4% = 2,000 removed works Ship B: 5,000 x 4% = 200 removed works
Ship A: 3,000 - 2,000 = 1,000 "new" works Ship B: 3,000 - 200 = 2,800 "new" works
This gives Ship A a net gain of 1,000 and Ship B a net gain of 2,800 despite both fandoms producing the exact same number of new works that year. And neither one of these reported counts are the actual new works count (3,000). THIS explains the drastic difference in ranking between a ship like Steve/Bucky and Nick/Charlie.
How is this a useful measure of anything? You can't draw any conclusions about the current size and popularity of a fandom based on this data.
With this system, not only is the reported "new works" count incorrect, the older, larger fandom will always be punished and it’s count disproportionately reduced simply for the sin of being an older, larger fandom. This example doesn’t even take into account that people are going to be way more likely to delete an old fic they're no longer proud of in a fandom they no longer care about than a fic that was just written, so the deletion percentage for the older fandom should theoretically be even larger in comparison.
And if that wasn't bad enough, the author of this "study" KNEW the data was tainted and chose to present it as meaningful anyway. You will only find this if you click through to the FAQ and read about the author’s methodology, something 99.99% of people will NOT do (and even those who do may not understand the true significance of this problem):


The author may try to argue their post states that the tags "which had the greatest gain in total public fanworks” are shown on the chart, which makes it not a lie, but a error on the viewer’s part in not interpreting their data correctly. This is bullshit. Their chart CLEARLY titles the fic count column “New Works” which it explicitly is NOT, by their own admission! It should be titled “Net Gain in Works” or something similar.
Even if it were correctly titled though, the general public would not understand the difference, would interpret the numbers as new works anyway (because net gain is functionally meaningless as we've just discovered), and would base conclusions on their incorrect assumptions. There’s no getting around that… other than doing the counts correctly in the first place. This would be a much larger task but I strongly believe you shouldn’t take on a project like this if you can’t do it right.
To sum up, just because someone put a lot of work into gathering data and making a nice color-coded chart, doesn’t mean the data is GOOD or VALUABLE.
#ao3#ao3 stats#psa#my words#fandom#I doubt anyone is even going to read this but I needed to get it out of my system and at least try to stop this from spreading#if you know me#you know I get Big Mad about misinformation#don't take anything at face value#do your own research
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