I’m a simple woman… I hear Butter-Fly and I cry.
Three Goblin Art
Alisa U Zemlji Chuda

Kiana Khansmith
Today's Document
RMH

blake kathryn

#extradirty
d e v o n
Lint Roller? I Barely Know Her
trying on a metaphor

tannertan36
One Nice Bug Per Day
styofa doing anything
hello vonnie
🪼
Sade Olutola
"I'm Dorothy Gale from Kansas"

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@space--butterflies
I’m a simple woman… I hear Butter-Fly and I cry.

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I see a lot of folks defending their vitriolic repugnance towards toddlers with cries of "but my sensory needs!" as if children are not also in possession of sensory needs. As if you, an adult here on Tumblr.com, do not have the capability and resources to learn the skills or acquire aids for coping with competing access needs. Or, y'know, just the option to leave, the way children most often do not.
You're holding an actual child to higher standards than you hold yourself, but it's the child that should be removed from public and community spaces. For your comfort.
Go fuck yourselves.
i would rather be permanently overstimulated because of crying children than live in a world where you can't go in public until you are 8 years old
Heat waves.
You can’t even make fun of someone for dating people younger than them anymore without being accused of discoursing. What if I don’t think you’re a pedophile for dating a 24 year old but I do think you’re kind of a lame as hell manbaby who can’t handle mature baddies and it makes me chuckle pointing it out
Poof! You’re a mermaid now. Spin to get a type of mermaid! How we feeling about this?
You have been turned into this type of mermaid!!
What do you think?
I love it!!
it's alright
Ew
EW
oh cool I didn't know this type existed!!
Result/other
(I do not know much about mermaids, forgive me if I made any mistakes. Do not drown me.)

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Wake up babe, something nobody asked for just dropped
If they make him a sympathetic and misunderstood villain then I’m gonna scream. Remember how he said women shouldn’t read cuz then they’d start getting ideas and thinking. Remember when he threatened to have Belle’s father thrown in an insane asylum unless she married him.
Actually when I say “fuck all billionaires” I particularly mean Taylor “having my wedding in the middle of the busiest city in the world on the busiest weekend in the world in the part of the city the majority of commuters need to get through because fuck working people” Swift
fuck you if you like this dumb nepo baby white supremacist.
Nintendo uploaded a video about Marth but for some reason I can’t get over how this video starts
guess what chat was talking about today, level impossible
so last year i tried reading Pride and Prejudice, but I found the book to be pretty boring and couldn't get into it so i dnf'ed it about 50 pages in. So today I decided to give the audio book a try and. It's still boring lmao. I'm gonna stick it out because mama didn't raise no quitter tho. But I don't see myself keeping my copy of the book so far lmao

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deer
Wooohooo 14 CFR 91.205 baby! Give it up for 14 CFR 91.205!! The regulation that indicates that powered (including deer powered i presume) aircraft need to have red green position lights (at night)
if u make clark kent say soda you are grossly mischaracterizing him and i wont stand for it
the real reason no one thinks clark is superman is bc they’re all east coasters who constantly mock clark’s usage of “pop” so they never connect mr. “soda” superman to mr. clark “pop” kent
[ID: a reply from @ PreviouslyOnStuff that reads: “Clark Kent says pop but superman says soda to throw people off the trail” /end ID]
u guys hear about this discord autoban wave thats getting people for posting any images that look like a grid? im hearing people are getting banned for posting screenshots of folders, brick walls, etc. sounds like a new dataset had some bad hashes for the “ban anyone who posts child porn” detection system and its getting tons of incorrect hits
Discord is probably still dependent on PDNA (a valuable industry standard LLM tool) for its “first pass”look at newly uploaded content. When I worked there, it was the daily job of one person (me btw just me it was only me) to look through what PDNA flagged as potentially CSAM, and to then tell it yes/no; if I said “yes” the account that uploaded it would be immediately locked, and the image or video reported to the authorities. PDNA is an image hash matching system, which essentially means it views media in a grid pattern and looks for things it recognizes within the sections of that grid. As such, it was very common to see innocent grid patterns, screenshots of video game inventories, and checkerboard style images to show up in the matching. Now, an image just showing up in the matching in no way means (meant?) that it was CSAM, or suspected to be CSAM, just that something in the grid triggered PDNA’s hash match. My job, then, was to confirm if it was correct.
So what I suspect is happening now is one of two options:
-They have an AI agent doing the “yes/no” decision making (a very bad idea,) or, worse:
-They are skipping the confirmation stage and simply auto banning anyone who uploads anything that PDNA flags.
Again, PDNA is not a decision-making system. It just makes matches to a huge database of known CSAM, and creates a page (or 10) of recently uploaded Discord media that it thinks may match the content it knows about. It is not expected to be 100% accurate, and never could be. I highly suspect that Discord is trying to just automate this process by eliminating any step between “PDNA flagged this” and “it’s definitely CSAM.” Disappointing, but not shocking, frankly. I’d advise anyone who’s caught in this ban to immediately appeal.
Discord put out a statement claiming that there was a "bug" causing flagged users to get instabanned without any human review, so I think you're entirely on the money.
It's Take a Closer Look at that Snout Tuesday
sing my angel of music….
ahhhhhhhh...
My sort of maybe embarrassing “late to the game” thing I’m learning now is how to tell if oil has gone bad.
I feel like most other foods have obvious visual tells like mold or they end up smelling foul and obviously bad. But I was googling about oil and the internet says “if it smells like crayons, it’s bad” which would not have been my first guess. And I tested it out on my somewhat old sesame oil and was like “by god, I would describe this as smelling like crayons”
Anyway protip if your old oil smells kinda like crayons it’s probably no good 🖍️

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Settle a bet.
Who wins in a fight?
Kronk
Gaston
soooo true bestie
NO ONE GETS THEIR ASS BEAT IN A POLL LIKE GASTON
as a child of divorce few things are as funny to me as the concept of alimony like you have to pay your ex-wife recompense for the crime of being a fail husband