The Platonic Representation Hypothesis [Not Surprising]

By Bbenzon @bbenzon

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.… pic.twitter.com/1fubIZUJuT

— How To AI (@HowToAI_) April 27, 2026

https://t.co/64wCt3dWzt

— How To AI (@HowToAI_) April 27, 2026

In our recent work, we show that representational similarity metrics used to measure such trends can “converge” just because models get wider/deeper. After calibration, we show that the global/spectral scaling trend largely vanishes and propose the alternative Aristotelian view…

— Fabian Gröger (@FabianGroger) April 27, 2026