Savlar4 sources healthy · latest episode 15 Oct 2026
prediction claim

A diffusion model constrained to produce small details before large-scale structure might require thousands of times more parameters to fit the data.

Alexander Mattick · Why Scaling Prediction Cannot Create Intelligence - Alexander Mattick · 21 Sept 2026

In their words

The transcript segments this claim was taken from

“Uh I would imagine that most that they say in models would structure it like this. This doesn't mean that you couldn't build a diffusion model which doesn't do that. I could imagine going and kind of enforcing effectively a constraint that says well you have to do the the small things first. I don't think it would be a good model. Uh you might need like let's say thousands of times more parameters to actually uh fit this. You you still would be uh you still would be able to”
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