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

pixel skylines
Xuebing Du
Jules of Nature
DEAR READER
macklin celebrini has autism
2025 on Tumblr: Trends That Defined the Year
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ojovivo
cherry valley forever

titsay

blake kathryn
Game of Thrones Daily
dirt enthusiast

Love Begins

oozey mess
taylor price

祝日 / Permanent Vacation
Alisa U Zemlji Chuda
wallacepolsom
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@space--butterflies
I’m a simple woman… I hear Butter-Fly and I cry.

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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
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.

Anya is live and ready to show you everything. Watch her strip, dance, and perform exclusive shows just for you. Interact in real-time and make your fantasies come true.
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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 🖍️
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
I got some Japanese posts showing up on my Twitter feed featuring Pokemon plushies dressed up. But it was like Conkeldurr with jewels on his concrete stacks and Hitmonlee in a dress and tiara.
I love seeing trainers making their favourite unique. Dressing them, customising them, nicknames, taking them on journeys. I live for this stuff.
They showed up on my feed again! I hope they don’t mind me posting it here but this is just so sweet

Anya is live and ready to show you everything. Watch her strip, dance, and perform exclusive shows just for you. Interact in real-time and make your fantasies come true.
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can you imagine being a parent in the pokemon world and your kid comes home with one of those straight up basically human pokemon. i know those motherfuckers can talk.
its morning. i see my childs Throh getting some oj from the fridge. 'morning', i say. he doesnt catch himself in time and says 'morning' back. he freezes and we both stare at each other knowingly. 'throh,' he says, but its too fucking late
tuesday status?
yup. its tuesday 👍
copy. tuesday confirmed ✅ engaging tuesday protocol
“Do dishes” and “take out trash” both require the use of a spell slot, vs “use phone” is a cantrip, and brother, I am a level one wizard
it really is so evil that the hallmark of New Indie Media became wall to wall ads and instead of complaining about it you're supposed to be grateful because it's MoneyPip: The People's Microtransation Manager instead of burger king
and if you stand up RIGHT NOW and shout the coupon code SMALL BEAN into your phone, YOU can get a whopping 1% off your first month

Anya is live and ready to show you everything. Watch her strip, dance, and perform exclusive shows just for you. Interact in real-time and make your fantasies come true.
Free to watch • No registration required • HD streaming
2014 average url: tumblring-in-the-tardis
2026 average url: weemp
Having "a lot" of followers on tumblr is funny because probably 80% of them are ghost blogs who haven't been on here in like a decade.
It's like, no no, those aren't my followers, that's a graveyard! I'm the caretaker of a thousands of tombs. I love them, but they've been dead for seven years.