You wouldn't last an hour in the asylum where they raised me
unrelated to my last post what do you think each sinners dynamic would be in the omegaverse?
unrelated to my last post what do you think each sinners dynamic would be in the omegaverse?
Maybe it’s because I’m rather slow on the uptake, but your post made me more certain on the design of sea dragons
When they were first built, they are rather barren, on their bodies are little “fins” and spaces for sea life to latch on
And as more life accumulates, the sea dragon becomes more elegant as opposed to the deterioration on normal robots, aging beautifully
Danny, after his parents turned from Ghost hunting to being the first official Ghost Anthropologists, decided to repurpose some of their weapons.
And, well, there was a contest being run by Wayne Enterprises; whoever can design a robot that will help the environment got prize money and a grant.
Danny, in all his mechanical engineering prowess, was bored. So he designed a thing. Repurposed the Fenton Guns into a cute robotic tortoise that would clean the beach.
It spiraled from there, and now Fenton Works is the leading name in green technology that's cleaning up the Earth bit by bit. Sea Dragon robots that clean oil and trash from the ocean; beach tortoises that clean the sand and beach and deposit their hoard of trash into designated receptacles that Danny uses as material to make more robots; Cryptid "stalker" robots with long legs that delicately patrol forests to perform "fuel management" and clear out the underbrush to help manage wildfires; moving gargoyle robots that sit on top of skyscrapers to help clean the air with huge sail-like wings, etc.
Basically, Danny pulls a Doctor Elisabet Sobeck, but with less world ending and more actually helping. (Not that the world ending was Elisabet's fault, of course, but different franchise)
And due to the number of times aliens try to attack and rogues send their own robots to attack people, naturally Danny installed self-defense protocols, along with one single golden rule written into the very OS of every single robot; Save Humans Whatever the Cost.
Problem is, Batman has never seen robots like this not be used for evil purposes, and he knows that their power source (a closely guarded Fenton Works secret) is some sort of liquid that glows green.
He really only knows of one liquid that glows green.
So he's determined to find everything he can about Fenton Works, because there's no way that Daniel Fenton isn't actually a villain in the making.
Danny's just thrilled for the chance to work with Wayne Enterprises.
unrelated to my last post what do you think each sinners dynamic would be in the omegaverse?
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.
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 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/
please can we do inbox trick-or-treating this year. can we make that a thing on tumblr. please please please please please
; ;👍 Yeah Fuckig. Okay.
Happy one year to this account I guess- I miss my old acc so much too TwT
A backup account in case the other evaporate, you can find me lurking
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