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Today's Document
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Discoholic 🪩

JBB: An Artblog!

Love Begins
I'd rather be in outer space 🛸

oozey mess

izzy's playlists!

祝日 / Permanent Vacation

if i look back, i am lost

Kaledo Art
hello vonnie
Three Goblin Art

Origami Around
Claire Keane
KIROKAZE
AnasAbdin
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@enderrosa

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I’m not Christian, I don’t go to church anymore, and my pastor died, but when he was alive I’d sometimes go to his sermons and I remember one time he said “it feels good to hate, but we know that it isn’t allowed, so when we’re told that we’re allowed to hate someone we get so excited that we forget we’re supposed to love”, and if my humble atheist ass might borrow some church talk I’d like to perhaps submit that
Anyhow sometimes on the day to day I feel disgust or revulsion and I have to ask myself “is this a danger to anyone at all or am I just looking for something I’m allowed to hate” and a solid 98/100 times it’s the latter so once again thank you pastor D
Chocolate Guy's Wario
[source]
🚨BREAKING: OpenAI published a paper proving that ChatGPT will always make things up.
Not sometimes. Not until the next update. Always. They proved it with math.
Even with perfect training data and unlimited computing power, AI models will still confidently tell you things that are completely false. This isn't a bug they're working on. It's baked into how these systems work at a fundamental level.
And their own numbers are brutal. OpenAI's o1 reasoning model hallucinates 16% of the time. Their newer o3 model? 33%. Their newest o4-mini? 48%. Nearly half of what their most recent model tells you could be fabricated. The "smarter" models are actually getting worse at telling the truth.
Here's why it can't be fixed. Language models work by predicting the next word based on probability. When they hit something uncertain, they don't pause. They don't flag it. They guess. And they guess with complete confidence, because that's exactly what they were trained to do.
The researchers looked at the 10 biggest AI benchmarks used to measure how good these models are. 9 out of 10 give the same score for saying "I don't know" as for giving a completely wrong answer: zero points. The entire testing system literally punishes honesty and rewards guessing.
So the AI learned the optimal strategy: always guess. Never admit uncertainty. Sound confident even when you're making it up.
OpenAI's proposed fix? Have ChatGPT say "I don't know" when it's unsure. Their own math shows this would mean roughly 30% of your questions get no answer. Imagine asking ChatGPT something three times out of ten and getting "I'm not confident enough to respond." Users would leave overnight. So the fix exists, but it would kill the product.
This isn't just OpenAI's problem. DeepMind and Tsinghua University independently reached the same conclusion. Three of the world's top AI labs, working separately, all agree: this is permanent.
Every time ChatGPT gives you an answer, ask yourself: is this real, or is it just a confident guess?
Here is the PDF paper from OpenAI. As a school librarian desperately fighting against my colleagues and students adopting AI, I thought the source would be vital to making my point.
If the link above stops working, here is the URL:
https://cdn.openai.com/pdf/d04913be-3f6f-4d2b-b283-ff432ef4aaa5/why-language-models-hallucinate.pdf
how terrifying metamorphosis must be for the caterpillar has no concept of what it is doing, or what a butterfly is, or what will happen to it as it spins itself the cocoon. we r more alike than different
there are parts of your future self in you waiting emerge but you have to become unrecognizable slime first

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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starting a collection for my anthropology class can you guys send me more posts like these
Here's a few I have
guy who does buddhism slightly wrong and ends up in nevada after he dies
things to say after fucking up egregiously
pack it up boys we've made a social blunder
let's run that again
one more time normal style
I'm going to become a statistic
further proof god is out to get me
it's because I tore my acl senior year
I couldn't do it for religious reasons
my ex took my talent in the divorce
good thing nobody saw that (said directly to someone who definitely saw it)
“We heard youse are behind on your payments to Fat Tony.”
I ALMOST SPIT MY ROOTBEER
“Think you’re all aesthetic, huh? A real instagram Wiseguy! You want something to blog about? We’ll give ya something to blog about!”
the nature of tumblr is such that every few years it will independently invent goodfeathers
Some funky looking bugs 'round here 🐜
Available as prints and other merch formats!
Patreon • Ko-fi • BlueSky • Instagram • Prints & Merch

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
demon girl obsessed with human culture gets to study abroad on Earth! don’t mind her eclectic style — life’s too long to stick to just one century of fashion.
・:*+.\(( > o < ))/.:+
a little side project I’ve been working on in between HCH chapters!
@tactical-shrubbery
big fan of stories that, while undoubtedly being about the power of friendship, acknowledge that the power of incredible violence is just as important
the love was there. the love changed everything. the crowbar helped also
The answer to "How did these Ancient People do this????" is basically always
1. A lot of dudes. Just a ton of fucking people from beginning to end of the process.
2. Ancient people weren't stupid, they just figured shit out the same way we do: fuck around until you find out.
3. We're gonna plan this out and it's gonna take ten fucking years, and you will cope.
4. Sticks and string are surprisingly versatile and can be used for a variety of purposes, like moving stuff and making sure things are even and go in the spot you wanted to put them in!
5. I want to make this easier and more efficient to move. If I put this on the round thing and push, it will move. If I put this in water, it will move. If I get some animals and rope and have a whole bunch of them drag it, it will move. All of these things are a better option than one guy trying to pick the whole fucking thing up.
perfect new meme template just dropped
example usage
wait I'm not done
starting a collection
The references, Explained
(Source: Homestuck. If you want to verify any of this go read it.)

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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This is great.
I forwarded this to my orgs network security guy, he thought it was funny so this is going in the blog
HEY.
HEY YALL.
USAMERICAN DEMOCRATS SUCCESSFULLY REMOVED EVERY ANTITRANS RIDER FROM EVERY FUNDING BILL
Spread the fucking word because LORD knows democrats fucking suck at spreading it themselves and will fail once again to inform their base
But just in case you’re sitting there going “the Dems aren’t doing anything,” THEY ARE
IT IS JUST SLOW
AND MOSTLY INVISIBLE
BUT THEY ARE