Disaster Bi Club @pandions-circle - Tumblr Blog

thistoowillpasss

kittykittyredcat

scramratz

It sucks there seems to be a concerted effort to distance the transfem and transmasc communities from each other. If it weren’t for trans women, I probably wouldn’t have realized I was trans until much later in life.

The cis women in my life were so miserable in their womanhood, I thought that misery was normal. Seeing trans women actually love and fight to be seen as women made me question my own misery

kathartic-kat

As a trans woman, trans men were the first trans people I ever befriended. I was in a new city miles away from home for university and very early in my transition. And honestly if it weren't for them, I would have ended up in a pretty dark and horrible place too. They gave me community at a time I needed it most.

#ITS ALWAYS BEEN US !!!!#transfem #transmasc #transgender

suonko

by Aliriza CAKIR

depsidase

theaceofwords

It's called the Global Justice Report, it is here. This is an actionable plan which can be sent to legislators and demanded of political parties. We could save the world within our lifetimes.

It has always been possible. It is still possible.

gaydiation-poisoning

@isuggestrevolution

lakevida

the menstrual cup and menstrual scepter

lakevida

your majesty what is upppp

stay-human

The Final Muslim Apology by Fatima Anwar on Intisaab

This blog seeks to archive the original artwork, music, and writing of progressive students from across Pakistan. We wish to encourage creative action and expression by students in various languages in a way that is socially aware and cognizant of not only the hurdles we face as a society but also of the opportunities for hope present at every turn.

Facebook: Democratic Students’ Alliance

klfg

[source]

klfg

🚨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?

rederiswrites

An article confirming and elaborating on the above.

heyfruitcake

Now that everyone is discussing Nolan's Odyssey movie, I feel like it's a good time to let non-Italians know that the production dumped plastic props into the Italian sea. Weirdly enough I could not find any article in English about it but it's a fucking problem nonetheless.

I might translate this article later today. This one was the most complete one, even in Italian news it's not talked about that much.

Non è la prima volta che la produzione solleva un vespaio in Sicilia. A Lipari una squadra di sub sarebbe però già impegnata a bonificare i

ignitelimelight

They dumped plastic skeletons in environmentally protected areas, against the literal contracts they had to sign to get the permits to film in environmentally protected areas. Like they not only did a bad ecological thing that freaked out some divers, they literally broke environmental protection laws and their contract with the Italian government

prokopetz

Game where the ancient hero is awakened from the deathless sleep of centuries in the hour of their people's greatest need, only to find that civilisation is thriving and there are no obvious threats on the horizon; the game then becomes a fish-out-of-water detective sim as they try to figure out what woke them up, and also solve other, smaller mysteries along the way.