Maite

[How To AI @HowToAI_]

MIT proved every major AI model is secretly converging on the same "brain."

It’s called the “platonic representation hypothesis,” and it’s one of the most mind-blowing papers you’ll ever read.

You train a vision model purely on images. You train a language model purely on text.

They use completely different architectures. They process completely different data. They should have completely different "brains."

But as these models scale up, something impossible is happening.

When researchers measure how they organize information, the mathematical geometry is identical.

A model that only "sees" images and a model that only "reads" text are measuring the distance between concepts in the exact same way.

The models are converging.

The researchers named this after Plato’s Allegory of the Cave.

Plato believed that everything we experience is just a shadow of a deeper, hidden, perfect reality.

The paper argues that AI models are doing the exact same thing.

They are looking at the different "shadows" of human data, text, images, audio. And they are independently discovering the exact same underlying structure of the universe to make sense of it.

It doesn't matter what company built the AI.

It doesn't matter what data it was trained on.

As models get larger, they stop memorizing their specific tasks. They are forced to build a statistical model of reality itself.

And there is only one reality to map.

2024, Arxiv

[Maite @maiteherran]

@SwiftiesYArg Yo compro entradas para el domingo, no tengo para cambiar

[Maite @maiteherran]

Me encanta que, entre amigos, llamamos a los abuelos de los otros por los apodos que les dicen sus nietos. Mis amigos le hablan a mi abuela y le dicen Aba, nunca Beatriz

[Maite @maiteherran]

@Gonzalo74979514 @flobi__ Jajajajaajjajaajjjajaj

[Maite @maiteherran]

@OdedRechavi @miicabanfi

[Maite @maiteherran]

@ML_Ayuda como hago para mandarles una consulta por privado? O hay algún número al cual se puede llamar para recibir ayuda? Gracias

[Maite @maiteherran]

@gonsundd Likeeeeee

[Path To Manliness @PathToManliness]

$GME $AMC

[Maite @maiteherran]

@ValeArvejita Gran historia!

[Maite @maiteherran]

Y además las señales del primer púlsar que descubrió Bell son la tapa de Unknown Pleasures de Joy Division

[Valeria Edelsztein @ValeArvejita]

Hoy cumple 76 años. 🥳
Descubrió los púlsares pero el Nobel se lo dieron a su jefe. 🌟
Ella es Susan Jocelyn Bell.
Y esta es su historia 👇
#FelizCumpleJocelyn
#ContemosHistorias

[Maite @maiteherran]

@oh__111 Gran categoría la Random

[Maite @maiteherran]

Me aburre instagram sin poder compartir posts y sin poder poner links. What is the use of internet si no podés hipervinculear?

[Maite @maiteherran]

@BianRitorto I’m a fighter

[Maite @maiteherran]

@zetti__ push rejected, rebase or merge ———->
$> git push —force

[Maite @maiteherran]

Soy un loop de inflar y después pinchar el globo

[oli オ @oh__111]

a ver si todavía me parece bueno lo que me gustó a la noche tardísimo

[Maite @maiteherran]

I see cringe everywhere

[Maite @maiteherran]

@BianRitorto Locker