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Hi! I work in social science research, and wanted to offer a little bit of nuance into the notes of this post. A lot of people seem to be referring to LLMs like ChatGPT/Claude/Deepseek as purely âgenerative AIâ and used to âfixâ problems that donât actually exist and while that is 99% true (hell in my field weâre extremely critical of the use of generative AI in the general public and how it is used), immediately demonizing LLMs as useless overlooks how great of a research tool it is for fields outside of STEM.
Tl;dr for below the cut: even âgenerative AIâ like ChatGPT can be used as an analytical tool in research. In fact, thatâs one of the things itâs actually built for.
In social sciences and humanities we deal with a lot of rich qualitative data. Itâs great! We capture some really specific and complex phenomena! But there is a drawback to this: itâs bloody hard to get through large amounts of this data.
Imagine you had just spent 12 months studying a particular group or community in the workplace, and as part of that you interviewed different members to gain better insight into the activities/behaviours/norms etc. By the end of this fieldwork stint you have over 20 hours worth of interviews, which transcribed is a metric fuckton of written data (and thatâs not even mentioning the field notes or observational data you may have accrued)
The traditional way of handling this was to spend hours and hours and days and days pouring over the data with human eyes, develop a coding scheme, apply codes to sections by hand using programs like Atlas.ti or Nvivo (think Advanced Digital Highlighters), and then generate a new (or validate an existing) theory about People In The Place. This process of âcodingâ takes a really long fucking time, and a lot of researchers if they have the money outsource it to poor grad students and research assistants to do it for them.
We developed computational methods to handle this somewhat (using natural language processing libraries like NLTK) but these analyse the data on a word-to-word level, which creates limitations in what kind of coding you can apply, and how it can be applied reliably (if at all). NLP like NLTK could recognize a word as a verb, adjective, or nouns, and even identify how ârelatedâ words could be to one another (e.g âtreeâ is more closely related to âparkâ than it is to âconcreteâ). They couldnât keep track of a broader context, however. Theyâre good for telling you whether something is positive or negative in tone (in what we call sentiment analysis) but bad for bad for telling you a phrase might be important when you relate it back to the place or person or circumstance.
LLMs completely change the game in that regard. Theyâre literally the next step of these Natural Language Processing programs weâve been using for years, but are much much better at the context level. You can use it to contextualise not just a word, but a whole sentence or phrase against a specific background. This is really helpful when youâre doing what we call deductive coding - when you have a list of codes that relate to a rule or framework or definition that youâre applying to the data. Advanced LLMs like ChatGPT analysis mode can produce a level of reliability that matches human reliability for deductive coding, especially when given adequate context and examples.
But the even crazier thing? It can do inductive coding. Inductive coding is where the codes emerge from the data itself, not from an existing theory or framework. Now this definitely comes with limitations - itâs still the job of the researcher to pull these codes into a coherent and applicable finding, and of course the codes themselves are limited by the biases within the model (so not great for anything that deals with âsensitive issuesâ or intersectionality).
Some fields like those in metacognition have stacks of historical data from things like protocol studies (people think aloud while doing a task) that were conducted to test individual theories and frameworks, but have never been revisited because the sheer amount of time it would take to hand code them makes the task economically and physically impossible. But now? Researchers are already doing in minutes which historically took them months or years, and the insights theyâre gaining are applicable to broader and broader contexts.
People are still doing the necessary work of synthesizing the info that LLMs provide, but now (written) qual data is much more accessibly handled in large amounts - something that qualitative researchers have been trying to achieve for decades.
Midjourney and other generative image programs can still get fucked though.


#sorry I donât normally add to posts and definitely never this much#but I want to offer a slightly different perspective#TO BE CLEAR I HATE HOW CHATGPT IS BEING USED IN THE BROADER WORK SOCIETY#BUT#please please please remember that qual research exists and LLMs like ChatGPT emerged out of the need to analyse this qual data
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THE GANG'S ALL HERE LETS GOOOOOO
Finally colored them all đ Like I said before, feel free to take any inspo or reference I don't own these chucklenuts
Alrighty design explanation/hc time:
[Edit:] I added an extension cus I forgot to earlier aaa, don't want this huge wall of text to be unchecked
Sam:
- He's partial heterochromatic
- I hc him as mid 30's so he's got some Grey's
- Chubby, but decently built arms
Joel:
- Shirt is ripped because of mouth, i noticed this in his sprite and other people's observations
- gave his shirt stripes cus I wanted him and Sophie to have more distinction in their warthdrobe
Sophie:
- butterfly etching on her pants
- She is missing a tooth, makes sense with her age and rowdyness. Also has a bandaid on top of that.
- she has a big overlayer shirt cus again, helps distinguish her
Dan:
- Fingerless gloves, he's cold but he needs his fingers free to record or play gamesđ©
- he has NO hair anywhere, maybe even has Alopecia
- Wear's a sick denim vest hell yeah
Hellen:
- TALL and also very build like a heavyweight champion (so muscular and a bit of pudge)
- also greying, I personally think hc her as 40
- I am obsessed with how everyone gives her coveralls, so I'm including them. Tho, she mostly wears them during excursions. At the apartment, she takes it off and wears her normal turtleneck and sweats
Xaria:
- she has a nasty scowl and sharp teeth, basically she both a barks and bite.
- some makeup too cus GOTHHH
- she's taller than Dan with the boots on, and is decently built too with strong shoulders
Monty:
- short and it's hard to tell, but I made him chubby under the coat. Unlike Sam tho, his arms are thinner.
- also has sharp teeth, and a scowl
Leigh:
- she has a huge head đ yes that was on purpose, her sprite had a beeg head
- she's taller than she looks, but hunches over and crawls a lot
- fun fact: I made her avert her gaze because she looks absolutely horrifying looking forward like everyone else
Rat Baby:
- gave him a lil bandana cus why not
- I think he's relatively big here, like a small dog
Papineau:
- he's not as tall as hellen but he's still huge
- AURA
- no constructive comment but I do find him handsome VuV
Ernest:
- bundled up in many layers
- very thin underneath tho
Roaches:
- he's a bunch of roaches can more can I say lol
Morton:
- he's def just a huge cricket underneath the layers
- he is quite fond of the colorless rubiks cube sksk
#*cracks knuckles* time to tag EVERYONE#sam look outside#joel look outside#sophie look outside#dan look outside#hellen look outside#xaria and monty#leigh look outside#rat baby#papineau look outside#ernest look outside#roaches look outside#morton look outside#look outside#look outside game#ough i love these goobers so much#i hope you all like this
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Wait youâre in an animation program at a school? Do you have any tips for someone about to go into a 2D animation course?
I wish I could offer more good animation-related advice but my experience has been a lot of allnighters, grinding, and endless balancing on top of being the number one procrastinator. Here are some general tips I've learned </3 Looking at this now, this is just advice rather than tips oops
Manage your time-- It sounds like very surface level advice but please.. Do not end up like me with 33 scenes to finish in 2 days. I wish I had time management advice but I have the worst management on the planet. I keep everything on a written to-do list taped on the wall and sometimes I forget about it.
You will learn that not everything you make will be up to your own standards or satisfaction. Balancing several classes on top of animation is not easy and sometimes you will end up with work you are not proud of and that's okay. We keep pushing forward and there's always time afterwards to revise. Part of the learning process is accepting that sometimes we flop and sacrifice quality to finish something. Time constraints are something we just have to deal with and it doesn't make us bad animators.
Take video reference for character animation-- It helps a lot. Don't know how a character would bow, jump, or run ? Take a video of yourself doing the action and reference it as you go !
You may be tempted to go above and beyond with every animation assignment given, and that's a good drive to have ! Do not push yourself to burnout though, nothing is worth burnout or carpal tunnel.
Speaking of carpal tunnel, stretch your hands. During long work sessions, stretch at least every hour. Stretch your wrists, back, and legs. Take a walk once in a while, go outside, look at the sky. Looking at a screen for a long period of time will give you crazy headaches. Do not destroy your body for school. PLEASE. Also drink water, too many sweet treats will make you feel sluggish, tired, and icky.
20 minute naps/breaks.. When I'm stuck on a scene and can't get it looking right I straight up nap for like 20 minutes and come back to it. It refreshes my head and I find that I work better after a quick break. Staring at your animation for too long will make you second guess yourself and get frustrated when things are not working out. Take a break and come back, it's gonna be okay, you just need to not look at it for a bit. Adjustments and edits are easier to see and make after a break.
Be open to critique. ask for help if you're stuck-- also sounds like a given but when I first started I was a little stubborn and wanted my ideas and my way of doing things to work really bad. You will find yourself a lot happier with your work when you start taking suggestions and changing your perspective !
Remember you're here to learn ! No one expects you to be a professional animator right off the bat. And don't compare yourself to your peers, we all go at our own pace and we are all students. Make friends, live life, have fun ! I find that the worst years were the ones where I isolated myself working to death trying to get my work to look just right. I'm about to graduate and I wish I learned sooner how green the grass is on the other side of constant grinding. Animation student life is so hard and difficult but it doesn't have to be miserable ! GOOD LUCK OUT THERE SOLDIER !
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WIP Wednesday Thursday
I was tagged by @bidisasterevankinard and @frogsinflannel (thank you so much, darlings! â„) for WIP Wednesday yesterday and I didn't get this done on time, but I really wanted to post something because I'm slowly getting back to writing, sooo. Here's the beginning of Ch. 7 from Little Blobs:
âSophia?â
âNo. Luna?â
âPretty, but no. Abigail?â
â...Tommy.âÂ
â...Yeah, okay, just realized the problem with that one. Hard no.â Sigh. âThis is not working. How about we come up with some boy names?â
âOkay. Benjamin?â
âNo. Owen?â
âDefinitely not. Romeo?â
âNo, Evan, our child is not a Shakespearean heroâ
âWell, there goes Hamlet and Macbeth.â
â...you were not planning on naming our son Hamlet.â
âThatâs rich coming from the one who wanted to name him Maverickâ
âI just wanted to reference a good movieâ Snap. âWait. I got it! Luke and Leiaâ
â...Iâm divorcing youâ
âIâm taking that as a noâ
They flop back on the bed, and Buck sighs, running a hand on his twenty-two-week bump. The babies are quiet right now, which is not helpful; if they had kicked, Buck could have gauged their opinions on the name options.Â
âWhy is it so hard to name our kids?! I figured at this point weâd have figured out what their names are, you know?â He laments, resting his head against Tommyâs shoulder.Â
Tommy presses a kiss to his forehead, a small chuckle escapes his lips. He rests a hand above Buckâs belly, running his thumb over it as itâs been his habit (and Buck already knows heâll miss it once the babies are out).
âI know, love, but have some more patience. Theyâll tell us who they are eventually. We just have to keep listeningâ
âI just hope they tell us before theyâre old enough to understand theyâre being called Blob 1 and Blob 2â
âWell. Itâs certainly uniqueâ Tommy says, and Buck glares at him. His husband smiles smugly, and gives him a small peck on the lips. âIâm kidding, sweetheart. But it will come to us, I promiseâ
âItâs just⊠Weâre assembling the nurseries todayâ, Buck says, trying his hardest not to pout. âI wanted to do the whole writing his names on the wall thing, you know? You are so talented, you could make a whole panel based on their names meanings or somethingâ
Tommy presses a long kiss to his forehead, comfortingly rubbing his hand in Buckâs arm. Buck knows heâs being a bit irrational about this, and that itâs probably the hormonesâ fault, so Tommy comforting him instead of finding it funny is actually very welcome.Â
âEvanâ, he says warmly. âWeâre just starting the nurseries today, love. Assembling the cribs and painting the walls. There will be plenty of time for me to do a pretty panel with their names on it.â
âNot plenty of time. Sixteen weeks at the most, if they donât decide to come early.â Buck argues stubbornly, and Tommy chuckles.Â
âWell, itâs 9 am so forgive me for not doing math, but Iâd say sixteen weeks with seven days each still count as plenty of time. Weâll be fine. Theyâll be fineâ Tommy reassures him, and Buck does pout now.Â
âStop being all rational with me. Itâs sexyâ, he complains (though it can hardly be called a complaint), burrowing his nose in Tommyâs neck, and pressing a kiss right on the spot that makes Tommy shiver.Â
âYou stop it, our family will be here for lunch in three hours and the house is a mess.â Tommy says, but heâs already running his hand on Buckâs hair, tugging at the curls. Buck smirks against his neck, his hand slipping under Tommyâs shirt to run over his chest.Â
âThree hours is plenty of timeâŠâ Buck argues, and Tommy scoffs.Â
âOh, but sixteen weeks isnât?â He quips, and Buck turns a kiss into a small bite in retaliation, which makes Tommy flinch slightly.Â
âShut up and stop denying your pregnant husbandâ, Buck demands, and well.
Whoâs Tommy to argue with that?
Np tagging (you can consider it an early tag for Fuck it Friday â„) @agentpeggycartering @unhingedangstaddict @laundryandtaxesworld @trombonechurchill @typicalopposite @peppermintquartz and whoever else would like to join â„
#tommy kinard#bucktommy#evan buckley#mpreg#gabby writes#little blobs#little blobs ch. 7#pregnant evan buckley
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àżâ SOMETHING IN BETWEEN
hwang inho x platonic!reader
based on this request



words: 2.7k
warnings: in two part; in the games and not in the games. even in the game inho is being referred as inho. platonic relationship. mention of the games. reader being 20.
enjoy! :)
not in the games
you met inho through work.
you were around twenty, juggling university and a small job at a record store. he came in about once a weekâquiet, always lingering a little too long, flipping through records like he had all the time in the world. sometimes heâd talk to the owner about music, just a few words here and there. when you rang him up, he always smiled, soft and kind. over time, he started calling you by your name.
you never talked much, just polite exchanges. but he always came back. one day, you werenât doing so great. something small had happened at universityâsomething that shouldnât have hit so hard, but it did. youâd gotten slammed with assignments, couldnât manage your time, cried the night before. your balance felt off, your eyes still a little swollen.
when he came in, he noticed. he didnât say anything at first, just browsed like always. then, after a few minutes, he picked up a record and looked over at you. âdid you even listen to this one?â his voice was low, steady. grounding. you smiled politely. âno, never really got around to it.â
he walked over, holding the record out to you. âyou should. itâs good when youâre having a bad day.â you took it from him, not saying anything. his eyes stayed on you for a second longer than usual. then, quietly, he slipped you a tissue. he mustâve seen itâthe way your eyes had started to shine a bit too much. âiâm sorry,â you said, voice thin as you turned away, hand half-hiding your face.
âitâs okay,â he replied, calm as ever. âwe all have bad days.â after that, he was gentler with you. more careful. not in a weird wayâjust more tuned in. he asked how your day was, talked a little longer when he came by. sometimes about music, sometimes books. you didnât even notice when it started to feel like friendship.
one day, you mentioned how your class schedule left you skipping lunch most days. the next week, he showed up with food. nothing big, just something warm in a paper bag. you tried not to cry again. you were far from home. he noticed the gaps and filled them in quiet, small ways.
then one day, you saw him outside the store. total accidentâyou bumped into him near the train station. he looked at you with a smirk. âare you following me? thatâs not cool, you know.â
âreally?â you raised an eyebrow. âyouâre going with that?â
âwhat can i say,â he shrugged, deadpan. âdad jokes are timeless.â
you laughed harder than you expected to.
you ended up sharing a coffee that day. nothing bigâjust a quiet moment between the two of you at a corner table, warm cups between your hands, steam curling in the air. you learned a little more about him. and he did about you. he asked about your studies, what you wanted to do, if you even liked it. you told him the truth, that sometimes you didnât know. he just nodded, like he understood that feeling more than he let on.
âyouâre allowed to change your mind,â he said, watching the street outside. âmore than once, even.â there was nothing strange between you. no pressure, no questions you didnât want to answer. just something steady.
when he passed by the record store, heâd ask, âdid you eat?â if you said no, heâd already have something. wrapped neatly, like he made a plan for you just in case. âyou knew iâd say no,â youâd mutter, unwrapping whatever it wasârice balls, pastries, a sandwich too big for one sitting. âyeah,â heâd say with a shrug. âyouâre predictable like that.â
when you had a rough day, youâd text him. just; you free later?
he always was.
youâd find him already at the cafĂ© or waiting at your usual bench in the park, hands tucked in his coat pockets. sometimes you talked, sometimes you didnât. sometimes heâd just listen while you spilled every thought out like it had nowhere else to go.
âdo i talk too much?â you asked once, embarrassed after a long rant about professors and deadlines and an accidentally burnt pot of rice. âyou donât,â he said. âyou think a lot. thatâs not the same.â when winter came, he asked if your apartment was warm enough. youâd said it was fine, but he showed up anyway with one of those plug-in heaters, just in case.
âyou really didnât have toââ
âitâs not that serious,â he interrupted, already setting it up. âbesides, you complain too much about cold floors.â he always carried a jacket for you. he never said it out loud, but it became a habit. youâd meet him outside in a thin sweater, arms folded, shivering. âwhy donât you ever wear one?â he asked, handing his over.
âbecause it ruins the outfit,â you said simply. he gave you a look. âthatâs the worst excuse iâve ever heard.â
âstyle is suffering.â
he snorted. âthatâs not style.â you talked about music a lot. heâd tell you about the bands he used to love, the weird gigs he went to when he was your age. youâd share your playlists, and half the time heâd pause, squint, and say, âthis came out when i was in high school.â
âyouâre so old,â youâd tease, sipping your drink.
âiâm experienced,â heâd say, deadpan. âhuge difference.â and when he talked about the weather like it was a serious topic, youâd just look at him with disbelief. âyouâre doing it again,â youâd say.
âdoing what?â
âtalking about the wind like it owes you money.ââit does,â heâd say. âthat wind yesterday? personal.â
as time passed, his presence just felt right. like heâd always been there. you didnât even notice when it started to feel like safety. he talked about his life too, sometimes opening up just a little. but you could tell when it was too much for him. so youâd take the time to just watch him, quiet. âyou donât have to say everything,â you told him once. âsome things are heavy. i get it.â
he just looked at you, thoughtful, and then nodded. one day, he called you kid.
âeat something, kid.â
âtext me when you get home, kid.â
âwhat are you even listening to, kid?â
you never said anything, but it felt like a shift. a small, quiet shift. you had exams one week, barely slept, just ran on coffee and small bites between studying.
âyou look bad,â he said when he saw you, setting a coffee down in front of you at the record store. you didnât argue. he sighed, then handed you a small paper bag.
âitâs soup.â
âyou didnât have toââ
âjust eat it. and go home early today, yeah?â
you nodded, too tired to protest. later that night, he texted: did you eat all of it?
you sent back a blurry photo of an empty bowl.
he replied: good. now sleep.
he wasnât always warm. sometimes heâd be distant, quiet for days. but you never took it personally. youâd send him little thingsâa photo of a dog you passed, or a terrible pun you heard at school. and eventually, heâd reply, even if it was just a few words.
one day, your parents didnât pick up the phone. not once, not twiceâthree times. he noticed the way you stood there, phone still in your hand, staring at the screen.
âwell, youâre with me today,â he said, placing a hand on your shoulder, a small gesture of comfort. that one sentence stayed with you. you started to think of him as someone you could rely onânot quite a friend, not quite a parent. something in between.
in the games
at first, he didnât pay you much mind.
he was there as 001. silent, focused. one goal in mind. not much time to worry about some kid barely out of university. he noticed how young you were, of course. barely twenty. too young to be in a place like this. but he didnât say anything.
he only stepped in when two other players started messing with youâjust words, small jabs, but the kind that could build. he didnât raise his voice. just walked over, quiet, and said, âis this how you want to play?â they backed off fast.
you didnât know if he did it for you, or just because it wasnât fair. âyou okay?â he asked, not looking directly at you, like it wasnât a big deal.
you nodded. thatâs when 456 called you over. said you were too young to be on your own. they had a group already. you learned their names quickly. inho didnât say much, but when you skipped your meal later, just pushed it around, he noticed.
âeat,â he said. you glanced up. he didnât look at you, didnât wait for a response. just left the word there. like it was non-negotiable. maybe it was sympathy. maybe something else.
during the six-legged pantheon, you were with his team. jung bae stepped aside when a pregnant woman approached, found another group instead. you were nervousâhe saw it in the way you held your hands too tight, your eyes darting around.
he didnât speak. just put a hand on your shoulder before it started. solid. grounding. afterward, back in the room, everyone talked. shared.
someone asked why you were even here. you hesitated, but then you told the truth. you were a student. youâd lived off your parentsâ money. but your mom had gotten sick. treatment wasnât cheap. she passed. and then the money was gone. just like that. you didnât cry when you told them. just said it plainly, voice flat.
thatâs when it hit him. something heâd kept buried started to shift. when lights-out came, he didnât sleep right away. stayed near youânot too close, but close enough to step in if he had to.
âget some sleep, kid,â he said, almost like it was a habit now. during mingle, he kept you nearby again. eyes tracking you quietly. when you got separated, you looked aroundâno sign of him. you tried not to panic. then he came back. spotted gihun first, then you.
âyou okay?â he asked, his voice steady. you nodded, a bit breathless with relief.
then the game started. number two was called. panic spread fast. everyone reached for someone.
your hand moved before you could think, grabbing for something solidâhis arm. his grip closed around yours immediately. firm. not hurting. just sure. âcome on!â he called, pulling you forward. your feet moved before your brain did.
he didnât let go. not when people slammed into each other. not when you stumbled. and when you almost fell, he didnât hesitateâhe picked you up. he pulled you into one of the rooms and kicked the door shut behind you. you collapsed against the wall, legs barely holding you. your knees buckled and he caught you, arms around your shoulders now, not tight but steady.
inho wasnât a hugger. you could tell. but right then, he held you. because you needed it. and maybeâmaybe he needed it too.
you buried your face against his chest, just for a moment. he let you. he didnât say anything about it. but later, after things settled, he looked at you longer than usual. and maybe it hurt him a little, because he hadnât meant to care this much.
not about you. not about a kid.
after that, he didnât leave your side. he made sure you ate. that you rested. he passed you once, just walking by, and messed up your hair lightly with one hand.
âyouâre tougher than you look,â he muttered.
you smiled, small. âso are you,â you said.
masterlist
#squid game#squid game headcanons#squid game x reader#squid game fanfic#hwang inho#hwang in ho#hwang in ho x reader#hwang inho x reader
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While we can't confirm it in canon lore.
MK probably went through a few series 'based on Sun Wukong/JTTW' or 'main character is Sun Wukong just different', and had a hard time with some of the plot because of knowing the JTTW lore, and wondering why they went in This direction with the story/characters.
Because I have seen a number of series on that list and really had to look for the references to Sun Wukong in them, or wonder "Is that character supposed to be based off of 'JTTW character' or am I reaching?"
Not saying MK didn't enjoy whichever series he found, I just think that he could now compare the characters to the real people and wonder where the creator got the idea that some characters behave the way they do.
(I spent a good hour trying to find the comparisons of Sun Wukong/JTTW in Dragon Ball and then remembered that they decided to drop the Sun Wukong/JTTW related story stuff part way through the story.)
#lego monkie kid#lego mk#lego sun wukong#lego monkie king#lmk qi xiaotian#qi xiaotian#lmk sun wukong#lmk monkey king#jttw sun wukong#sun wukong#monkey king#jttw monkey king
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At last, it's time to start trying to track our mixed-up motions!
First, from DeMaster's declaration:
And from Clownshoes:
A few interesting things here (and no, the fact that Clownshoes just worked so hard is not interesting, and should not have been included in his declaration):
DeMaster seems to suggest that Clownshoes was the original author of the document. Clownshoes is less clear. It matters, remember, because Clownshoes asserted that he does "not rely on AI to do legal research or find cases" and he "always conduct[s] verification of citations before filing."
I find DeMaster's pronoun usage in "we prefer to collaboratively co-edit a single master document" and "to incorporate all of our edits to send to Mr. Kachouroff" interesting. This suggests to me that there were some other unnamed people working with DeMaster. On the other hand, this could just be lazy and unclear drafting of her declaration.
Clownshoes says that he went through every page to check the argument and verify citations...put another pin in that.
And finally, we have our first listed version of the motion! (âOnce upon a time there was a plaid overnight caseâŠâ)*:
*If you get this reference, give yourself a treat
âFINAL MIL 2025.02.24 Coomer Defs Opp to MIL (jd) (final revisions)â This, we will call Version A. Version A is what was (supposedly) filed.
From DeMaster:
This is...incredibly confusing. She made Version A to be the document that "we" would send to Clownshoes with all of "our" edits for him to revise, but she also made a separate copy for herself to edit to incorporate into Clownshoes's edits which would then become a final document...? Again, it's not clear if this is obfuscation, lazy drafting of the declaration, or just a really, really strange and confusing way to try to collaborate on a document.
Anyway, so this is Version B: â2025.02.24 Coomer Defs Opp to MIL2 (jd) â copyâ
Next, from Clownshoes:
DeMaster is a little more explicit about what they discussed "as [they] confirmed deletions and edits":
He "believed some of these citations were likely from AI drafts."
Why did he believe this? Was it because he used "AI" to generate citations and legal arguments?
And if he was so able to recognize that as a potential problem while drafting, how did he somehow forget that 'likelihood" two months later when he was in front of a judge questioning him about that very thing?
(Also, again, I'm so confused about the multiple draft situations here. It's normal to have multiple drafts from different people; it's normal to have one main point person incorporating edits from different people in a central document. But I'm still not following what allegedly happened here. Wasn't she already going to "incorporate all of [her] edits here into his document"?)
Any, so about this Email Exhibit. It includes two emails from DeMaster to Clownshoes, both sent on February 24th, the day before the motion was filed. (No shade on that - I certainty have never sent my colleagues drafts of motions to review the night before they are due.) The first one, sent at 2:42 PM, includes the following attachment:
"2025.02.24 Coomer Defs Opp to MIL (jd).docx". This is Version C.
The second one, sent at 5:08 PM, includes:
"2025.02.24 Coomer Defs Opp to MIL (jd) (final revisions).docx" Version D.
Now (spoiler), I'm not going to go through the substance of all of these briefs. I'm all booked up for my own legal writing and research. But I think it's worth glancing at two other documents in reference to this second email. The basic argument Clownshoes is making is that an earlier draft accidentally got filed instead of his perfect motion they had "meticulously labored" on. Two of the other attachments to he includes are the "real" motion that should have been filed, and a comparison between the "old draft" and the "correct version that should have been filed." (DeMaster Dec. para 15). But there's a weird contrast between what she says in her email, and the changes between the two versions. In her email, she says she "add[ed] some case law and language to certain sections for clarity" including "sections on social media evidence, the body cam footage (expounding on issues), and prior drug use/mental health pre-existing conditions." But all these sections show deletions - some extremely substantial deletions between the supposed "old version" (the one that was filed) and the "correct version." In the email, she also says she made edits to the section about "statements about Trump," but there are no such edits between the "old draft" and the "correct version."
I want to be clear - this isn't a smoking gun. There obviously could have been other substantial changes after this email exchange. Or maybe she was being delicate in saying she she added stuff "for clarity" rather than "I had to delete all your trash citations and arguments."
...except the "Westlaw analysis" of the brief attached to the email is also attached to the exhibit. And from this, we can see three things:
That's...that's not how you check your citations, especially if you think there are "problems of the case citations." You pull up the fucking case and read it, you hack frauds. (I honestly find the inclusion of this "Westlaw analysis" to be damning. That's not a slight against the Westlaw analysis tool - but it's a tool. It's not a replacement for reading the fucking cases.)
The "Westlaw analysis" is of the "old draft" (or some version of the "old draft") not the "correct version." This is obvious, because the "correct version" eliminated entire sections of the motion that are still visible in the table of contents of the "Westlaw analysis."
DeMaster says the "Westlaw analysis" didn't "didnât flag us for any obviously bad case law." But it did, in fact, catch one of the bad quotes cited in the court in its Show Cause Order.
But again, none of this is a smoking gun (other than for them being hack frauds). They could have gone through the draft together after this email to make the final revisions, to what should have been the "correct version" (as, indeed, they say they did).
...and it's late and I have a substantive evidentiary hearing tomorrow, so that is where we must pause for the night!
Stay tuned next time for...
Oh my god, how many more pages is Sir Clownshoes going to waste attempting to relitigate his behavior at the last hearing?!
Oh you idiots.
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â Bran thought about it. â Can a man still be brave if he's afraid? â
â That is the only time a man can be brave, â his father told him.
Ned Stark, Lord of Winterfell
#first piece of my asoiaf series#FINALLY FINISHED THIS AFTER A MONTH#it looks off because i had to change the colors for mobile#OH ALSO#outfit is mostly kazakh inspired especially the embroidery#this lead me down a rabbit hole of embroidery inspired by animals#found the name of a wolf one but couldnât find pictures sadly#so i went with a more snowflake looking one since that still matches the starks#the headdress is supposed to be yakut inspired but the men donât really wear them#and the beads are more similar in tibet headdresses#so not the most accurate and iâm so sorry for that#i just had a hard time finding references#speaking of references the hands are barely drawn because i couldnât find a good reference since its my first time really coloring in hands#hairs not my favorite either but it works?? ig??#also border has rose vines to symbolize lyanna since sheâs such a major part of nedâs story#weirwood leaves for the weirdwood tree he used to hang out at#also didnât realize until i finished that i used the showâs sigil for house stark instead of the book one?#whoops!#idk how i feel about this piece#definitely my most detailed one tho#ok enough rambling#a song of ice and fire#game of thrones#ned stark#house stark#valyrianscrolls#asoiaf
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pirate fella..
#wuwa brant#wuthering waves#wuwa#his outfit killed me i gave up so bad#mainly because references are so hard to find..#and i finished msq so my ass had no way to hunt him down jkilktrlodh#just dont look at it for too long ill do a flip when i jump#I FORGOR HIS EYESHADOW. well. anyways.#i drew jiyan and animated him like 4 times in december but i hated them all and did nothing with them maybe ill redo them
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remember how in dao there were always like multiple flirty options u could just spring on ur love interest and it wasn't something that was brushed past it would stop a conversation dead in its tracks to have a cute secondary flirty offshoot with small variations dependent on the flirty option u initially chose with a unique course correction to get back on topic after...... yeah.
#sorry i'm about to be a hater#romance in datv is like. a vaguely flirty line met by an even vaguer response that has no impact on the conversation#in the beginning at least#only once your relationship is like 6 or 7 does it get a little more receptive#and the whole time it's like okay i completed a main quest. time to talk to the love interest. okay i did another main quest. time to talk#to the love interest. BC YOU CAN'T TALK TO THEM OUTSIDE OF DESIGNATED CUTSCENES. U CAN'T HAVE RANDOM CONVERSATIONS#A LA HAVE YOU EVER LICKED A LAMPPOST IN WINTER!!! THAT IS SO LAME!!!!!!!! SO COOKIE CUT!!!!!!!!!#there's so few references to your relationship at all really. the romance cutscenes could be removed and u would never know they're in love#the romance doesn't exist outside of designated cutscenes. you can't choose to randomly flirt you must wait for The Cutscenes because#there's only one way to romance everybody. even dai was better with this imo even though the formula is similar#partly bc u can get to know everyone outside of exclusive cutscenes?? you can just approach them at anytime and get to know them?? and find#a chance to flirt?? and there's teeny tiny special romance-specific moments carved out. like the dance after halamshiral for example#and again people TALK about your romance. it's present in the narrative#bioware is so known for their romances but they dropped the ball hard here and i'm sooooooooo disappointed#and actually?? companions barely ever interject during main quests too?? or quests at all?? just as a side note#companions should be voicing their OPINIONSSSSS when i make choices????#davrin should have had so much to say during weisshaupt cutscenes. like what the fuck was that#and why wasn't there a one-on-one conversation discussing his mortality with him beforehand?? would have liked to see that??#relationship growth in this game is purely waiting for the next milestone and it feels so stale and lackluster and upsetting and ugh#the fact that giving your companions gifts strictly results in approval gain and one measly thank you is indicative of everything wrong#anyways.txt#jasmine plays datv#da4 spoilers
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guys. i need your opinion of this. because i'm genuinely so confused now
what time period is the professor layton series in?? the prequel trilogy and the main trilogy. when are they supposed to be taking place
i could've sworn one of the games (though i forget which) mentions that someone's been to the moon already which would put them at least in the late 60s into the 70s going by our world's timeline... but i don't know maybe space travel was discovered earlier in this universe???
#melonposting#professor layton#it would be useful if i just had a comprehensive timeline of events in this series so it would be easier to plot things out#but just for the sake of argument... just for funzies...#let's say randall disappeared in 1949#then miracle mask takes place in 1967 (18 years after randall's disappearance in 1949)#and then extrapolating backwards - if luke is 11 and hershel is 35 in miracle mask#then luke was born in 1956 and hershel in 1932#luke is 15 when katrielle is born. so she's born in 1971#he and layton go missing ten years later. that'd be 1981#and then it's another eleven years (when she's 21) that kat has her mystery-solving agency and finds her father and everything. so 1992#(which makes the more modern nonsense we see in her game/anime more plausible)#and just for the heck of it. if we're presuming alfendi is 29 at the same time that katrielle is 21 then he's 8 years older than her#putting his birth year somewhere around 1963#and then... hm... luke is 13 in unwound future. and the explosion in which claire died was said to have happened 10 years prior#so when luke was 3 years old... in 1959#and clive was 13 at that time. exactly 10 years older than luke. so he would've been born around 1946#of course it's hard to pinpoint exact dates when you don't know anyone's birthday or what month a game is taking place in#and of course this is making a ton of assumptions#among other things that the moon landing really did take place in 1969 in this universe#i don't even remember which game mentioned the moon landing! which is annoying!#i think it was unwound future so i tried to have it in the ballpark of 1969 (by placing miracle mask two years prior in 1967)#(going off of luke's ages of 11 in miracle mask and 13 in unwound future as reference of the time passage between them)#at the very least i'm sure the moon landing was referenced somewhere within the prequel or main triologies#so unwound future is the last game it could've been mentioned in. so either it takes place in 1969 or an earlier game in the timeline does#but i'm willing to allow for the moon landing to have taken place before 1969 in the laytonverse. their technology is very weird after all#if i place it somewhere earlier in the 60s then the dates can be pushed back. and this fic i'm reading would be totally canon-compliant!#cuz it describes angela & henry 5 years after randall's disappearance being somewhere in the 1940s#which would only be possible if the moon landing takes place earlier for the dates to be pushed back that far#(of course a minor decade discrepancy does nothing to ruin my enjoyment of the fic. i just think it would be nice to make it all work out)
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Some more of that Chai joins Vandelay for half a day AU. Or just a picture of a kinda OOC Kale chilling if you wanna gloss over those comics. I'm still not sure if the colours are too garish or not.
These were mostly done with the premise of treating Kale's office like the hideout. I also really like how mundane, or familiar, the interactions between Chai and Kale can be in the game so I wanted to draw some stuff exploring more like that. But also, there's the ulterior motive of shipping so I included an out of context scene because I can't bother drawing the rest of it (though it seems like a huge jump in their relationship as a result. I think they're so big headed that they get stuck in a feedback loop of stroking the other's ego if an excuse comes up to do so)
#hi-fi rush#hi fi rush#hfr#kale x chai#kale vandelay#hi fi rush chai#hi fi rush korsica#i didnt spend any time finding a ref for kale's shoe sole so i made something up#besides that though i owe my life to all the uploaders of reference pics and interesting details in the game#sorry about the korsica comic i probably had no choice but to cram all those words into one panel. also i like the typo on that webpage#i gave myself an arbitrary deadline of the end of last month but found the pages to be too messy so i spent an extra week on them#whether that helped or not no one will ever know. i have to work on other things so im putting a hard cutoff now#i wonder if my want to draw perspective stuff freehand is a case of fearing what my limits may be or if its just a fear of the line tool#i adore that this game lets you add more to the music through your inputs (dashing on the beat etc)#just like the games i have thoroughly enjoyed from tetsuya mizuguchi#i seem to have too much time on my hands#thinking up scenarios is quick and easy to do while carrying on with the day to day#its when the brain decides you need to try to draw them that the problems occur#'tis mine
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The littlest things give Dove euphoria
#i wrote out the word lipstick bc I was like oh this makes sense then I doodled it#and was likeâŠwill people understand that. do they know thatâs what I mean#&:):&:():?#anyways this idea wouldnât leave my head and now I can rest#brain was like donât forget it you gotta do it right meow#fav art of dove is from 2011 and no one was calling her dove then so I had a hard time finding my reference đ#saved it this time I wonât make that mistake again#even now Iâm likeâŠdo people use dove for her??? how should I tag this?????#also using my hand holding a bottle of lotion as reference thatâs why itâs kinda wonky#Iâve talked too much in these tags but damn I hate my handwriting lmfao#also hc that dove paints her nails red too she really accessorizes with it#and yes the red isnât doves actual color in hs itâs just TOO BRIGHT#dove strider#fem dave strider#homestuck#homestuck fanart#my art#o art
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im gonna be honest i kinda dont care that they gave movie shadow a gun. like thats the one thing im seeing both fans and haters celebrate as being really cool but i just feel indifferent to it . sorry .
#i cant know for certain of course but i feel like even if i Did have a more positive view of the movie#i still wouldnt care about the gun very much. aside from ''oh shadow 05 reference thats neat i guess''#idk shadow 05 is one of my favorite sonic games#but i just dont find guns particularly cool and also had a hard time imagining shadow wanting to use them after remembering his past#so shadow using a gun is something i was fine with being left in 2005#am i a fake fan for that . whatever#also another thing . with the overwhelmingly positive reception shadow having a gun is getting right now#i cant help but wonder how many of the people celebrating#are the same people who were calling it cringe and overly edgy when shadow 05 did it
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My pappous remembered that time we made that deal that I would get married by 25
You guys are all invited to my wedding on 2030
#its hilarious cause im also treated as a child#i don't think he actually wants me to marry at such young age#hes just a priest who wants to marry one of his grandkids before he retires or...#good thing he thinks hes immortal#i told him already i proposed to my best friend (girl) and all#my aunt joked when i said it and said why don't we find a tree or a carpet next referring to those people who marry objects#like Aunt i love you and i know you're going through a hard time but what the fuck#you think marrying my best friend equals to marrying a fucking carpet?đ#this is just mean#also pappou im sorry but im a bakouri#the first one that had a girlfriend was the 12 year old marry him first instead#sugarenia talks#sugarenia has family
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Its extremely funny as someone thats had do baseline research about the empire era in terms of getting the look and visuals right that it gets conflated as the regency era/style even when talking about that timw period and fashion outside of england. I know napoleon would be pissed, a classical greco roman style of dress (particularly for women, the collumn-esque silhouette) is popularized under your reign because every empire ever looks at ancient greece and rome for aesthetics. The waistline below the boobs thing is even called the empire waistline, then it turns out in the future everyone will call this the regency style and era, regency which refers to england at the time. Theyll call it regency era even when its happening outside of england, you worked so hard to establish your great french empire and its aesthetics but of course people think of the british first, napoleon will turn in his grave and cry 'fuck my stupid baka life'
#talking#ive had people refer to motb as regency era#even though it takes place in germany#(though the location doesnt get specified much)#so technically its empire era but theres probably a more specific word#for that time period in germany if there is its been hard to find i mostly so empire era#to refer to the napoleonic empires activities and its effects#but often i just shrug and go yeah regency era because its easier to explain#than its empire era actually still the same time period but the distinctions important
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