''terminally online,''
and or,
"hodgepodge grudge"
and or,
"feminism is anti-christ,"
and or,
"internet knows inconspicuous,"
tag: notes, go outside, smile at people
JEPA are finally easy to train end-to-end without any tricks!
Excited to introduce LeWorldModel: a stable, end-to-end JEPA that learns world models directly from pixels, no heuristics.
15M params, 1 GPU, and full planning <1 second.
📑: https://t.co/cpTzgvbTS0
Convolution applies a kernel to transform pixel values across an entire image.
The kernel centers on a source pixel, and the destination value equals the sum of each kernel weight multiplied by its corresponding pixel from the neighborhood.
With an emboss kernel the weighted sum equals -8 for the new destination pixel.
Photo editing applications use emboss kernels through convolution to simulate raised or indented surfaces on flat images.
🚨 BREAKING: Yann LeCun's team just dropped a world model that runs on a single GPU.
It is called LeWorldModel.
And to understand why it’s a massive deal, you have to understand the fatal flaw in every AI you use today.
LLMs only predict the next word.
They are incredibly good at language, but they have absolutely no understanding of reality.
They can write a beautiful poem about a ball bouncing off a wall. But they cannot predict where the ball will actually land.
World models predict physics. Objects moving, colliding, and falling.
It is the foundational intelligence required for robots to plan and self-driving cars to navigate.
But until today, world models kept collapsing. They would cheat the test by predicting the exact same output every time.
LeCun's team just solved it.
They built a 15-million parameter model that learns the laws of physics directly from raw pixels.
It uses 200x fewer tokens than the alternatives.
No massive supercomputers. No billion-dollar clusters.
Just a single GPU and a few hours of training.
We spent the last two years teaching AI how to talk.
Now, we are teaching it how to see.
"spookahauntcis is modern day not where pocahontas is based on from the 1600s disney's romanticized adaptation of the woman born Matoaka -- (rebecca leave friday alone!) but where the news travelled to up north 🥖 🍞 🥯"
sr: https://t.co/Yh1QNM98nw
you really don't know the correlation between spookahauntcis, pioneer village, and pioneer dj,
until,
you find "out"-let me tell you a story,
sr: https://t.co/CPmnVN3isI
an update here on,
boom boom shaky boom boom,
if you can see it...
[somebody knows but that somebody isn't going to help people receive grants/breakthrough credits via academic institutions (and/or press) on studying slow moving big earth plates...]
SR: https://t.co/rn1ioKUibf
"simple: easy to understand,"
and,
"simplistic: too easy to understand, overly simple"
and,
"simplified: made easier to understand, usually initially more complex than simple,"
and then/and or,
"wait, where does pimp join the conversation?"
and then,
"we're talking, no"
really like the cosmos app as an alternative anytime other apps (x, instagram, [tiktok which i don't use]) get flooded with a bad alg wave -- or just anytime to inspo/discover/mood board
:)
The Iron Fountain by Artur Tarkhanyan (1982).
The 1988 Spitak earthquake in Gyumri, Armenia, destroyed roughly 80 percent of the city. The fountain was one of the few structures left standing.