kate the mermaid barbie ‧𓍢ִ໋☕ ׂ 𓈒 ⋆ ۪

so pretty with the stars in your hair ༄˖°.🍂.ೃ࿔*:･

[kate the mermaid barbie ‧𓍢ִ໋☕ ׂ 𓈒 ⋆ ۪ @hucklerxbby]

🧵 when i say my “gut” i mean recognizing dozens of LLM patterns throughout a fic and using critical thinking to identify them.

readers are smart. we can recognize when there are SO many instances of repeated ai language throughout fics. we know ao3 works are scraped. +

[kate the mermaid barbie ‧𓍢ִ໋☕ ׂ 𓈒 ⋆ ۪ @hucklerxbby]

@vampdeans i do think my gut is right still. i do care. i just never meant to single you out or cause harm. i’m sorry for that. i didn’t foresee this. deleting everything you’ve ever posted is absolutely not an outcome i want. my mind hasn’t been changed but i apologize for posting the link

[smashley @shane_buggie]

this is actually insane instead of harassing kate and calling her names, just take the L and move on! you got caught! everyone capable of rational thought knows this is ai slop

[shannon ♡ˎˊ˗ 🏴󠁧󠁢󠁳󠁣󠁴󠁿⚓️🇫🇷 @combeferret]

this is only true for those that don’t use LLMs or haven’t studied them

“People who frequently use ChatGPT for writing tasks are accurate and robust detectors of AI-generated text”

https://t.co/PCSZQFteCn

[kate the mermaid barbie ‧𓍢ִ໋☕ ׂ 𓈒 ⋆ ۪ @hucklerxbby]

@combeferret hahahaha so real. i wrote all my tweets when my vyvance was absolutely peaking

[kate the mermaid barbie ‧𓍢ִ໋☕ ׂ 𓈒 ⋆ ۪ @hucklerxbby]

i just know that keiro thought i was some random account with under 90 followers they could shit on and everyone would cry for them and their ai fics. i am a writer with a master’s degree and a stimulant prescription. i am going to have some Words for you

[kate the mermaid barbie ‧𓍢ִ໋☕ ׂ 𓈒 ⋆ ۪ @hucklerxbby]

@omegawhitakerr good luck with your masters, you got this!

[kate the mermaid barbie ‧𓍢ִ໋☕ ׂ 𓈒 ⋆ ۪ @hucklerxbby]

@omegawhitakerr oh my god such a good analogy. the stolen valor of it all!

[kate the mermaid barbie ‧𓍢ִ໋☕ ׂ 𓈒 ⋆ ۪ @hucklerxbby]

being on queer stan twitter means checking someone’s pronouns before you clap back at them

[kate the mermaid barbie ‧𓍢ִ໋☕ ׂ 𓈒 ⋆ ۪ @hucklerxbby]

@tapatiomagic mermaid barbie flippin her fins

[kate the mermaid barbie ‧𓍢ִ໋☕ ׂ 𓈒 ⋆ ۪ @hucklerxbby]

@shane_buggie LMFAOOOO

[kate the mermaid barbie ‧𓍢ִ໋☕ ׂ 𓈒 ⋆ ۪ @hucklerxbby]

@plumsiren @stereolightss

[kate the mermaid barbie ‧𓍢ִ໋☕ ׂ 𓈒 ⋆ ۪ @hucklerxbby]

are we gonna kiss?

[🌈 @whitqueer]

@hucklerxbby @stereolightss @skymeotic @combeferret I mean seeing your tweets should maybe be considered a form of torture, sure!

[kate the mermaid barbie ‧𓍢ִ໋☕ ׂ 𓈒 ⋆ ۪ @hucklerxbby]

@stereolightss @whitqueer wait yeah for sure. they don’t charge you a cover fee if you bring children to endanger

[kate the mermaid barbie ‧𓍢ִ໋☕ ׂ 𓈒 ⋆ ۪ @hucklerxbby]

@stereolightss @whitqueer happy hour’s still going on for like 2 more hours we should go soon. they gave me drink tickets last time too and they have karaoke

[kate the mermaid barbie ‧𓍢ִ໋☕ ׂ 𓈒 ⋆ ۪ @hucklerxbby]

@whitqueer damn, that’s tough. come here often?

[kit! @worthhellabucks]

as an esl writer, i forget to add or remove the -s in verbs to coordinate with subject number, mistake in vs. on usage, struggle with prepositions. i don't do whatever the hell ai is doing.

[jen-o-lantern 🎃 @pestowitch]

Important thread! It’s not just “re-using a random word a few times”. It’s re-using the *exact same* words as confirmed AI works, that we know LLMs prefer, over and over again, far beyond what you see in the average human-written text.

[kate the mermaid barbie ‧𓍢ִ໋☕ ׂ 𓈒 ⋆ ۪ @hucklerxbby]

@whitqueer @stereolightss @skymeotic @combeferret i wrote a thread on twitter and they got so angry their heads exploded and they died

[kate the mermaid barbie ‧𓍢ִ໋☕ ׂ 𓈒 ⋆ ۪ @hucklerxbby]

@Houghton188168 dmed you!

[kate the mermaid barbie ‧𓍢ִ໋☕ ׂ 𓈒 ⋆ ۪ @hucklerxbby]

i also just learned i can drop the epub file of the fic in question straight into dms if anyone wants to read and analyze for themselves. shoot me a reply or a dm if you want it

[kate the mermaid barbie ‧𓍢ִ໋☕ ׂ 𓈒 ⋆ ۪ @hucklerxbby]

🧵 when i say my “gut” i mean recognizing dozens of LLM patterns throughout a fic and using critical thinking to identify them.

readers are smart. we can recognize when there are SO many instances of repeated ai language throughout fics. we know ao3 works are scraped. +

[kate the mermaid barbie ‧𓍢ִ໋☕ ׂ 𓈒 ⋆ ۪ @hucklerxbby]

also -- people have been asking about how they can better recognize ai. this a great guide for learning more about recognizing high frequency ai patterns through a fic: https://t.co/Gal0dUiXrt

[kate the mermaid barbie ‧𓍢ִ໋☕ ׂ 𓈒 ⋆ ۪ @hucklerxbby]

🧵 when i say my “gut” i mean recognizing dozens of LLM patterns throughout a fic and using critical thinking to identify them.

readers are smart. we can recognize when there are SO many instances of repeated ai language throughout fics. we know ao3 works are scraped. +

[kate the mermaid barbie ‧𓍢ִ໋☕ ׂ 𓈒 ⋆ ۪ @hucklerxbby]

@vampdeans i do think my gut is right still. i do care. i just never meant to single you out or cause harm. i’m sorry for that. i didn’t foresee this. deleting everything you’ve ever posted is absolutely not an outcome i want. my mind hasn’t been changed but i apologize for posting the link

[kate the mermaid barbie ‧𓍢ִ໋☕ ׂ 𓈒 ⋆ ۪ @hucklerxbby]

i also just learned i can drop the epub file of the fic in question straight into dms if anyone wants to read and analyze for themselves. shoot me a reply or a dm if you want it

[kate the mermaid barbie ‧𓍢ִ໋☕ ׂ 𓈒 ⋆ ۪ @hucklerxbby]

we need to be kind and thoughtful toward one another when we're doing these sorts of things. there is room for care while we seek to hold each other accountable.

ultimately, we are defending our humanity in art. have humanity for each other when you talk about this.

[kate the mermaid barbie ‧𓍢ִ໋☕ ׂ 𓈒 ⋆ ۪ @hucklerxbby]

🧵 running this back because a certain ai author is calling me racist again, this time for things other people have apparently said under my tweets.

there is NO room for racism and xenophobia in the ai in fic conversation. english proficiency has nothing to do with ai usage

+

[kate the mermaid barbie ‧𓍢ִ໋☕ ׂ 𓈒 ⋆ ۪ @hucklerxbby]

THIS is something else i wanted to say.

calling me racist or saying i’m harassing people who have learned english as a second language is fucking insane. (this has happened several times over the last day or so)

+

[kate the mermaid barbie ‧𓍢ִ໋☕ ׂ 𓈒 ⋆ ۪ @hucklerxbby]

if anyone has other ai-recognition guides in other languages, i would be happy to promote those here too. +