Atlasofoverthinking - ✩Atlas✩

OMG I’VE BEEN THINKING ABOUT THIS TOO

like,,,, rei was already doing so bad mentally??? how did they tell her???

did endeavor just visited her like “eheh guess what-”

bc there’s no way learning that her first born died didn’t make her mental health a hundred times worse

Ur telling me that Touya "died" not long after Rei was hospitalized. HE DIDN'T EVEN GET TO SAY GOODBYE TO HIS MOM BEFORE THE INCIDENT PLRWSEEEREHSHH😞 How did they break the news to her oml

I’m Declaring War Against “What If” Videos: Project Copy-Knight

What Are “What If” Videos?

These videos follow a common recipe: A narrator, given a fandom (usually anime ones like My Hero Academia and Naruto), explores an alternative timeline where something is different. Maybe the main character has extra powers, maybe a key plot point goes differently. They then go on and make up a whole new story, detailing the conflicts and romance between characters, much like an ordinary fanfic.

Except, they are fanfics. Actual fanfics, pulled off AO3, FFN and Wattpad, given a different title, with random thumbnail and background images added to them, narrated by computer text-to-speech synthesizers.

They are very easy to make: pick a fanfic, copy all the text into a text-to-speech generator, mix the resulting audio file with some generic art from the fandom as the background, give it a snappy title like “What if Deku had the Power of Ten Rings”, photoshop an attention-grabbing thumbnail, dump it onto YouTube and get thousands of views.

In fact, the process is so straightforward and requires so little effort, it’s pretty clear some of these channels have automated pipelines to pump these out en-masse. They don’t bother with asking the fic authors for permission. Sometimes they don’t even bother with putting the fic’s link in the description or crediting the author. These content-farms then monetise these videos, so they get a cut from YouTube’s ads.

In short, an industry has emerged from the systematic copyright theft of fanfiction, for profit.

Project Copy-Knight

Since the adversaries almost certainly have automated systems set up for this, the only realistic countermeasure is with another automated system. Identifying fanfics manually by listening to the videos and searching them up with tags is just too slow and impractical.

And so, I came up with a simple automated pipeline to identify the original authors of “What If” videos.

It would go download these videos, run speech recognition on it, search the text through a database full of AO3 fics, and identify which work it came from. After manual confirmation, the original authors will be notified that their works have been subject to copyright theft, and instructions provided on how to DMCA-strike the channel out of existence.

I built a prototype over the weekend, and it works surprisingly well:

On a randomly-selected YouTube channel (in this case Infinite Paradox Fanfic), the toolchain was able to identify the origin of half of the content. The raw output, after manual verification, turned out to be extremely accurate. The time taken to identify the source of a video was about 5 minutes, most of those were spent running Whisper, and the actual full-text-search query and Levenshtein analysis was less than 5 seconds.

The other videos probably came from fanfiction websites other than AO3, like fanfiction.net or Wattpad. As I do not have access to archives of those websites, I cannot identify the other ones, but they are almost certainly not original.

Armed with this fantastic proof-of-concept, I’m officially declaring war against “What If” videos. The mission statement of Project Copy-Knight will be the elimination of “What If” videos based on the theft of AO3 content on YouTube.

I Need Your Help

I am acutely aware that I cannot accomplish this on my own. There are many moving parts in this system that simply cannot be completely automated – like the selection of YouTube channels to feed into the toolchain, the manual verification step to prevent false-positives being sent to authors, the reaching-out to authors who have comments disabled, etc, etc.

So, if you are interested in helping to defend fanworks, or just want to have a chat or ask about the technical details of the toolchain, please consider joining my Discord server. I could really use your help.

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See full blog article and acknowledgements here: https://echoekhi.com/2023/11/25/project-copy-knight/

OK, EXPLAINING DABIS SCARRING because @good-lord-not-books asked

*note these are just my hcs and some medical research

I'm putting this under a cut because it's long as hell, and I apologize in advance for any typos or if it's confusing. I have no problem explaining further♡

His scars are hypertrophic. which 1) explains the discoloration. It's what happens when the smaller blood vessels become partially or fully obstructed with scar tissue. They typcially start off pinkish or light red. (like when he woke up from his coma.)

Typically the treatment for this is laser removal. But if you don't have access the color may naturally shift with age/as it natueally heals. But with continuous damage to the areas.. the scar will get darker as the veins and tissue is further injured (the deeper into the skin and possible muscle it damages)

most hyrpertophic scarring can take a year + to heal. but obviously Dabi just keeps making his worse. The scars themselves are cause by the body over producing collagen for wound healing and not actually being able to break all of it down.

Which leaves collagen fibers in the skin to harden and thicken. Hardened skin doesn't allow much give, lessening the skins elasticity over all. Which can be shown in the way his unscarred skin pulls along the edges where the dermal rings line said scars. (my thoughts on his staples acrually being dermal rings will be at the end)

That's not even going into the nerve damage systemically for him considering hes covered in that kind of scar. So when he says he can't feel a thing it's literal as the nerve endings are shot to shit. And that is only going into skin deep level.

Interal organ nerve damage is a whole other mess due to the scaringbeing from burns. As severe enough burns cause systemic damage. (will also go into atfer the scarring part)

His skin looks TIGHT on him. If he did have and semblance of sensation in his nerves it might feel like hella tight/dry skin. Also I think hypertrophic scars are an inflammation response to the body healing.

His body is literally misshapen from it. (and yes we love him the way he is) You can see in panels where the skin is probably softer where there's lack of muscle definition but can see where it's tighter or pulling over his arms/ shoulders/ribcage because the skins elasticity is non-existent. The instances where it's sifter looking is probably due to his body trying to retain as much body fat it can to keep healthy (or as healthy as it's going to get in his state.)

As far as it going right up to his lower lids and having zero tear ducts. that man has chronic dry eye like it's nobodies business. so itchy and possibly bleeding eyes isn't a shock. he probably has several counts of grand larceny in artificial tears alone.

Ok so as for his scaring being from burns, burns affect the whole body and how it works depending on the severity.

It can effect muscle tissue/muscle mass, bone structure and interior organs.

Given he seems to be perpetually giving himself 3rd degree + burns .. his respiratory system and cardiovascular system are probably shot to shit. Just from smoke inhalation and perpetual injury. (hypertrophic scars fill the veins with scar tissue remember) Assuming how deep the burn and scar tissue goes.

But we haven't seen him with much breathing issues so I'm assuming it's whatever. He has mentioned motion sickness and we've even seen him turning down food. So I can at least go into it's affects on his GI tract.

In the GI tract, burns can result in increased gastric secretions, reduced intestinal motility, decreased nutrient absorption, increased GI mucosal permeability, bacterial translocation and increased intra-abdominal pressure. If it's bad enough he may have ulcers or gi hemorrhaging. Severe burns also cause liver and intestinal damage.

The fact that he's been alive this long is wild if he's been homeless this whole time and just committing small crimes to not die. One thing that irritates me is when people think he would be incredibly unhygienic due to the scars and such.

Like do you understand how CLEAN you have to keep burn injuries to keep them from getting infected?? Even if it's layered over already damaged and scarred skin. He might smell like burnt flesh but I doubt he's letting wounds fester.

Yes he could probably just cauterize himself but that's still just burning burn wounds. Especially with 0% health insurance. I always assumed he kept breaking into the Todoroki family home when he knew no one would be there to do basic things to make sure he didn't die on the street over the years.

Quick add on to my thoughts on his staples just being dermal rings to homd his skin together/as a form of human Kinstugi.

They (the rings) are pretty rounded in the manga, surgical staples aren't nearly that large either so I always assumed human Kinstugi regardless of metal color (between manga gold or anime silver) and it was both decorative and necessary for his skin.

I just assumed wherever the rings weren't, it was just spots he couldn't reach.

it's also shown in the manga that he's adjusting/adding more along his scars.

als, in case anyone is unfamiliar with the term Kintsugi, it's this

Kintsugi (Japanese: 金継ぎ, lit. 'golden joinery'), also known as kintsukuroi (金繕い, "golden repair"), is the Japanese art of repairing broken pottery by mending the areas of breakage with urushi lacquer dusted or mixed with powdered gold, silver, or platinum. The method is similar to the maki-e technique. Its the Japanese philosophy that the value of an object is not in its beauty, but in its imperfections, and that these imperfections are something to celebrate, not hide.

which I think suits his character very well when his piercings and dermal rings are gold looking in some of the colored manga art.

ok, I'll shut up now, ♡

the doctors: we’re sorry, but he won’t survive longer than a month

the todorokis: *crying because there’s no way touya could survive this*

touya: ahah BET

“8’years is a long time skip so dabi might as well be dead” mfs did yall forget when he was 16 and even the doctor said he’d die soon but he came back exactly 8 years later to join the LOV, still alive and kicking? Yall want Dabi dead so bad it’s pathetic at this point

Run and Go Au Todosiblings!!!

Dabi really is the representation of the stored rage that eldest daughters carry within themselves…. Rage and anger at being laden with expectations- and when you finally crash under their weight you are thrown aside without any help from the very people who are supposed to be taking care of you

“His suffering will be proof that I existed” what a line. What a fucking line.

people using generative ai to write fanfiction for them is CRAZY. stay up until four in the morning hopping back and forth between your pinterest boards, a random synonyms website, and google docs where you’re stuck in the middle of a sentence deciding whether to refer to a character by their name or hair colour as the lord intended.

Drew something inspired by this !!

I want him

please let me write a ‘crack treated seriously’ fic out of this T-T

dabi: why are you a hero?

touya: spite. why are you a villain?

dabi: spite.

touya: nice.

it has so much angst potential too though (like dabi realizing that, yes, he could have been a hero. it wasn’t impossible. he could have made it even without his father’s support)

I love the idea of Dabi and au Hero!Touya meeting, like, it would be so???? I can't even comprehend what it would be like.