Savlar4 sources healthy · latest episode 15 Oct 2026
definition claim

Autoregressive generative models predict and emit one token or pixel at a time from left to right, whereas diffusion models generate through iterative coarse-to-fine denoising.

Stefano Ermon · Why Diffusion Will Win AI Inference with Inception Co-Founder and CEO Stefano Ermon · 18 Sept 2026

In their words

The transcript segments this claim was taken from

“the ways of building generative models, there is autoregressive, where you kind of like have a model that predicts the next token or the next pixel,”
“and then you generate left to right one token at a time, and then there's diffusion, which is a coarse-to-fine generation,”
“kind of like iterative denoising kind of generation,”
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