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AI Socratic

Podcast: The Fractured Entangled Representation Hypothesis

August 28, 2025Posted by Federico Ulfo

Current diffusion models train on massive data and create images that happen to be correct, but they're "castle in the sand".

https://open.spotify.com/episode/2T75g7BLaztaWSeXWO0G18?si=m7BQkUYcTSGOQuCQRO6Jcg

Instead of building top bottom with SGD. This new models start from bottom up, build the images composing them piece by piece.. they show an example of a skull, and explaining how step by step, representation emerge locking one piece at the time. This is a 15 min summary of the full episode.