4 sources healthy · latest episode 9 Nov 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 Sep 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,”
7:11Report a misattribution
0.95how strongly it was put, not whether it is true
0.80importance to the conversation
0.97confidence the claim was read correctly